Publications

Mental Health in Your Words: Data-Efficient Anxiety and Depression Screening with Large Language Models
S.K. Lakshmikanth*, C. Chen*, A. Sattler*, S. Daswani, D. Martinez-Bernal, J. Zhang, J. Xu, Z. Durante, G. Hong, S. Lin, K. Schulman, A. Milstein, N.R. Shah, Ehsan Adeli
Nature Mental Health, 2026 In Press Health AI

A framework of digital biomarkers for neurodegenerative diseases
F. Nerrise, N. Schuetz, Q. Zhao, C. Gould, A. Milstein, K. Schulman, V. Henderson, J. Landay, L. Fei-Fei, F. Vankee Lin, Ehsan Adeli
Nature Reviews Bioengineering, 2026 Paper PDF Computational NeuroscienceHealth AI

Think Before Watching: Planning to Select Frames for Video Understanding
H. Yu, Y. Zhao, M. H. Abbasi, J. Zhang, Ehsan Adeli
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2027 In Press Computer Vision/ML

ReGenHuman: Re-Generating Human Appearances for Realistic Full-Body Video Anonymization
A. Sun, E. Barkataki, A. Milstein, G. Wetzstein, Ehsan Adeli
Neural Information Processing Systems (NeurIPS), 2026 Paper Project Computer Vision/ML

A Hierarchical Tokenization Framework for Voxel-Level fMRI Representation Learning
K. Singh, Y. Zhao, M. H. Abbasi, Ehsan Adeli
Neural Information Processing Systems (NeurIPS), 2026 In Press Computational Neuroscience

Align-RAG: Alignment Is All You Need for TSFM In-Context Learning
M. Asadi, S. Hor, B. Akhbari, J. W. O'Sullivan, T. Nedaee, L. C. Price, R. Anantha, E. Ashley, Ehsan Adeli
Neural Information Processing Systems (NeurIPS), 2026 Paper GitHub Health AI

EgoMo3R: Joint Egocentric Motion and Scene Reconstruction
C. Patel, Y. Kato, R. Takahira, K. Kozuka, J. C. Niebles, Ehsan Adeli
Neural Information Processing Systems (NeurIPS), 2026 In Press Computer Vision/ML

Effective Multi-sensor Conditioning for Street-view Novel-view Synthesis
Z. Kuang, A. Sun, L. Zhu, T. Wu, S. Cai, J. Tremblay, I. Armeni, Ehsan Adeli, L. Yariv, G. Wetzstein
Neural Information Processing Systems (NeurIPS), 2026 Paper Project Computer Vision/ML

OpenMHC: Accelerating the Science of Wearable Foundation Models
N. Schütz, Y. Bai, L. Pan, E. Eggert, F. Nerrise, J. Delgado-SanMartin, M. Rosenblattl, M. Gurbanova, M. Asadi, A. Johnson, P. Schmiedmayer, D. Wang, A. Lawrie, D. S. Kim, X. Liu, A. Paruchuri, Ehsan Adeli, E. Ashley, K. W. Zhang
Neural Information Processing Systems (NeurIPS) Evaluations and Datasets Track, 2026 Paper Project GitHub Health AI

Recreating Video Arenas via Automated Preference Scoring
Y. Zhao, A. Gupta, J. Zhang, T. Xiang, R. Rong, X. Su, L. Fei-Fei, Ehsan Adeli
Neural Information Processing Systems (NeurIPS) Evaluations and Datasets Track, 2026 In Press Computer Vision/ML

DopplerWild: A Doppler Dataset and Benchmark for Human Kinematic Understanding in the Wild
S. Yang, A. Wang, N. Schütz, J. Zhang, E. R. Altamirano, K. Leitherer, Ehsan Adeli, A. Arbabian
Neural Information Processing Systems (NeurIPS) Evaluations and Datasets Track, 2026 In Press Computer Vision/ML

HumanScore: Benchmarking Human Motions in Generated Videos
T. Xiang, Y. Fang, T. Tan, N. Schütz, S. Delp, L. Fei-Fei, Ehsan Adeli
Neural Information Processing Systems (NeurIPS) Evaluations and Datasets Track, 2026 Paper Project Computer Vision/ML

TherapyGym: Evaluating and Aligning Clinical Fidelity and Safety in Therapy Chatbots
F. Huang, S. Chbeir, A. Khatua, S. Wang, S. Tan, K. Ye, L. A. Bailey, M. Daniel, R. Louie, S. Koyejo, Ehsan Adeli
Neural Information Processing Systems (NeurIPS) Evaluations and Datasets Track, 2026 Paper Project Health AI

Deterministic Hallucination Detection in Medical VQA via Confidence-Evidence Bayesian Gain
M. Asadi, T. Nedaee, J. O'Sullivan, E. Ashley, Ehsan Adeli
Medical Image Computing and Computer Assisted Intervention (MICCAI), 2026 PDF Computational NeuroscienceHealth AI

SARAR: Shortcut-Aware 3D Brain MRI Question Answering via Retrieval-Augmented Reranking (Oral Presentation)
M. H. Abbasi, B. Trang, S. Ghosh, F. Nerrise, Y. Mao, M. Asadi, J. Zhang, Ehsan Adeli
Machine Learning in Clinical Neuroimaging (MLCN), MICCAI, 2026 PDF Computational Neuroscience

A vision foundation model for single-cell biology via spatial gene cartography
R. Yesiloglu, S. Mostafa, J. Zou, A. A. Alizadeh, J. Wu, L. Xing, Ehsan Adeli, M. T. Islam
The Fifth Workshop on Applications of Medical AI (AMAI), MICCAI, 2026 PDF Health AI

Human-like Content Analysis for Generative AI with Language-Grounded Sparse Encoders
Y. Tang, A. Lagzian, S. Anumasa, Q. Zou, Y. Zhu, Y. Zhang, T. Nguyen, Y.-C. Tham, Ehsan Adeli, C.-Y. Cheng, Y. Du, D. Liu
npj Artificial Intelligence, 2026 PDFGithub Computer Vision/ML

Ethics, Safety, and Governance for AI in Mental Health Care J. Kim, N. Martinez-Martin, Ehsan Adeli, J. Eichstaedt, S. Giorgi, E. Kuhn, C. Larrauri, E. Stade, S. Stirman
Neuropsychopharmacology, 2026 In Press Health AI

The Cost of Language: Centroid Erasure Exposes and Exploits Modal Competition in Multimodal Language Models
A. Paruchuri, I. Chatterjee, H. Fuchs, Ehsan Adeli, P. Didyk
Conference on Language Modeling (COLM), 2026 PDF Computer Vision/ML

Deciphering Longitudinal Anatomical Representations in Brain MRI
R. Yesiloglu, Ehsan Adeli, M. T. Islam
2026 Joint AAPM, COMP Annual Meeting & Exhibition, Vancouver, BC, Canada, 2026 Abstract Computational Neuroscience

Curriculum-Guided Layer Scaling for Language Model Pretraining
K. Singh, N. Band, Ehsan Adeli
International Conference on Machine Learning (ICML), 2026 Paper Computer Vision/ML

Latent Forcing: Reordering the Diffusion Trajectory for Pixel-Space Image Generation
A. Baade, E. R. Chan, K. Sargent, C. Chen, J. Johnson, Ehsan Adeli, L. Fei-Fei
International Conference on Machine Learning (ICML), 2026 Paper Computer Vision/ML

Diffusion MRI Transformer with a Diffusion Space Rotary Positional Embedding (D-RoPE)
G. Chau Loo Kung, M.H. Abbasi, C. Blank, J. Zhang, A. Wang, S. Ostmeier, A. S. Chaudhari, K. Pohl, Ehsan Adeli
Computer Vision and Pattern Recognition (CVPR), 2026 Paper Computational Neuroscience

QUANTIPHY: A Quantitative Benchmark Evaluating Physical Reasoning Abilities of Vision-Language Models
P. Li*, T. Xiang*, E. Mao*, S. J. Wei, X. Chen, A. Masood, L. Fei-Fei, Ehsan Adeli
Computer Vision and Pattern Recognition (CVPR), 2026 Project Paper Computer Vision/ML

ViBES: A Conversational Agent with Behaviorally-Intelligent 3D Virtual Body
J. Zhang, C. Chen, X. Chen, H. Yu, T. Xiang, A. S. Khan, S. K. Lakshmikanth, Ehsan Adeli
Computer Vision and Pattern Recognition (CVPR), 2026 Project Data Paper Computer Vision/ML

AnyLift: Scaling Motion Reconstruction from Internet Videos via 2D Diffusion
H. Li, H. Yu, J. Li, H.-X. Yu, Ehsan Adeli, K. Liu, J. Wu
Computer Vision and Pattern Recognition (CVPR), 2026 In Press Computer Vision/ML

ESAM++: Efficient Online 3D Perception on the Edge
Q. Liu, L. Aggarwal, S. Bandyopadhyay, V. Bahirwani, M. Niethammer, Ehsan Adeli, A. Colaco
Computer Vision and Pattern Recognition (CVPR), 2026 Github In Press Computer Vision/ML

Spherical Leech Quantization for Visual Tokenization and Generation
Y. Zhao, H. Jiang, Z. Xu, C. Yang, Ehsan Adeli†, P. Kraehenbuehl†
Computer Vision and Pattern Recognition (CVPR), 2026 Paper Computer Vision/ML

GeoSAE: Geometric Prior-Guided Layer-Wise Sparse Autoencoder Annotation of Brain MRI Foundation Models
F. Nerrise, L. Yin, M.H. Abbasi, K. Pohl,​ Ehsan Adeli
CVPR Workshop on Computer Vision for Clinical Applications (CV4Clinical), 2026 In Press Computational Neuroscience

Divergent Pathways Taken in Adolescence to Embrace or Resist Moderate and Heavy Drinking in Young Adulthood
C. González, T. T. Nguyen-Louie, E. V. Sullivan, A. Pfefferbaum, J. Klo, J. Dehoney, Q. Zhao, Ehsan Adeli, S. F. Tapert, K. M. Pohl
Biological Psychiatry: Cognitive Neuroscience and Neuroimaging, 2026 Paper Computational Neuroscience

A Tool Bottleneck Framework for Clinically-Informed and Interpretable Medical Image Understanding
Liu*, Christina, Alan Q. Wang*, Joy Hsu, Jiajun Wu, Ehsan Adeli
Medical Imaging with Deep Learning (MIDL), 2026 Paper Computer Vision/MLHealth AI

GenFusion: Feed-forward Human Performance Capture via Progressive Canonical Space Updates
Y. Kwon, Y. He, H. J. Choi, C. Geng, Z. Liu, J. Wu, Ehsan Adeli
International Conference on Learning Representations (ICLR), 2026 PaperCode Image Result Video Result Webpage Computer Vision/ML

Neuro-Symbolic Decoding of Neural Activity
Y. Wang*, J. Hsu*, Ehsan Adeli†, J. Wu†
International Conference on Learning Representations (ICLR), 2026 Paper Computational NeuroscienceComputer Vision/ML

SocialGen: Modeling Multi-Human Social Interaction with Language Models
H. Yu, J. Zhang, C. Chen, T. Xiang, Y. Fang, J. C. Niebles, Ehsan Adeli
International Conference on 3D Vision (3DV), 2026 Paper Computer Vision/ML

Designing AI-enabled video monitoring Clinician Dashboard for Neuropsychiatric Symptoms: A Survey of User Needs
C. E. Gould, C. H. Davis, N. Schutz, F. V. Lin, Q. M. Samus, T. Terada, M. Daniel, S. Tee, Ehsan Adeli
American Journal of Geriatric Psychiatry: Open Science, Education, and Practice, 2026 Paper Health AI

Discovering Latent Graphs with GFlowNets for Diverse Conditional Image Generation
B. Trang, P. Saremi, A.Q. Wang, F. Huang, Z. TehraniNasab, A. Kumar, T. Arbel, L. Fei-Fei, Ehsan Adeli
Neural Information Processing Systems (NeurIPS), 2025 Paper Computational NeuroscienceComputer Vision/ML

VideoWeave: A Data-Centric Approach for Efficient Video Understanding
Z. Durante, S. Singh, A. Khatua, S. Agarwal, R. Tan, Y. J. Lee, J. Gao, Ehsan Adeli, L. Fei-Fei
International Workshop on Large Scale Holistic Video Understanding: Toward Video Foundation Models, Neural Information Processing Systems (NeurIPS) 2025 Paper Computer Vision/ML

Wild2Avatar: Rendering Humans Behind Occlusions
T. Xiang, A. Sun, E. Delp, K. Kozuka, L. Fei-Fei†, Ehsan Adeli†
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025 Paper Website Code Computer Vision/ML

Ask WhAI: Probing Belief Formation in Role-Primed LLM Agents for Multi-Specialty Diagnosis
K. Moore, J. W. Kim, D. Lyu, J. Heo, Ehsan Adeli
The Chen Institute Symposium for AI Accelerated Science (AIAS), 2025 Paper Health AI

Person-centered noninvasive brain stimulation for aging-related neurological and mental disorders: A multi-dimensional framework for designing protocols
S. Zhou*, C. J. Keller, N.-F. Chen, Ehsan Adeli, F. Vankee Lin
Neuroscience and Biobehavioral Reviews, 2025 In Press Health AI

EchoGraph System for Automated Quality Assessment of Echocardiography Reports
Chao, C.-J., Delbrouck, J.-B., Asadi, M., Banerjee, I., Farina, J. M., Galasso, F., Mahmoud, A. K., Abbas, M. T., Wang, Y.-C., Arsanjani, R., Kane, G. C., Oh, J. K., Erickson, B. J., Fei-Fei, L., Ehsan Adeli, & Langlotz, C.
npj Digital Medicine, 2025 Paper Health AI

UniEgoMotion: A Unified Model for Egocentric Motion Reconstruction, Forecasting, and Generation
C. Patel, H. Nakamura, Y. Kyuragi, K. Kozuka, J. C. Niebles, Ehsan Adeli
International Conference on Computer Vision (ICCV) 2025 Paper Website Code & Data Computer Vision/ML

Repurposing 2D Diffusion Models with Gaussian Atlas for 3D Generation
T. Xiang, K. Li, C. Long, C. Häne, P. Guo, S. Delp, Ehsan Adeli, L. Fei-Fei
International Conference on Computer Vision (ICCV) 2025 Paper Computer Vision/ML

Latest Object Memory Management for Temporally Consistent Video Instance Segmentation
S. Lee, J. Seo, M. Choi, K. Han, J. Jeong, Z. Durante, Ehsan Adeli, S. H. Park, S. Im
International Conference on Computer Vision (ICCV) 2025 Paper Computer Vision/ML

Artist-Created Mesh Generation from Raw Observation
Y. He, Y. Kwon, W. Cai, Ehsan Adeli
International Conference on Computer Vision (ICCV) E2E3D Workshop 2025 Paper Computer Vision/ML

A Multi-Dimensional Transfer Learning Framework for Studying Reward-Guided Behaviors Across Species
Y. M. Liu, A. Turnbull, Ehsan Adeli, G. Zhao, K. H. Wang, F. Vankee Lin
Nature Mental Health, 2025 Paper Computer Vision/ML

Regularized CCA Identifies Sex-Specific Brain-Behavior Associations in Adolescent Psychopathology
L. Milecki, C. Gonzalez, Ehsan Adeli, K. Nooner, M. Sabuncu, A. Kuceyeski, Q. Zhao
Translational Psychiatry, 2025 Paper Code Computational Neuroscience

Personalized cognitive enhancement for older adults: An aging-friendly closed-loop human-machine interface framework
S. Zhou, Y. Liu, A. Turnbull, C. Tapparello, Ehsan Adeli, F. V. Lin
Ageing Research Reviews, 2025 Paper Computational Neuroscience

Generating Novel Brain Morphology by Deforming Learned Templates
A.Q. Wang, F. Huang, B. Trang, W. Peng, M.H. Abbasi, K. Pohl, M. Sabuncu, Ehsan Adeli
Medical Image Computing and Computer Assisted Intervention (MICCAI), 2025 Paper
Early Acceptance Computational Neuroscience

Anatomical Similarity as a New Metric to Evaluate Brain Generative Models
B. Jafrasteh, W. Peng, C. Wan, Y. Luo, Ehsan Adeli, Q. Zhao
Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025 Paper Computational Neuroscience

Neural Autoregressive Modeling of Brain Aging
R. Yesiloglu, W. Peng, M.T. Islam, Ehsan Adeli
Deep Generative Models Workshop at MICCAI 2025 Paper Computational Neuroscience

Cycle Diffusion Model for Counterfactual Image Generation
F. Huang, A. Wang, B. Li, B. Trang, R. Yesiloglu, T. Hua, W. Peng, Ehsan Adeli
PRIME Workshop MICCAI 2025 Paper Computational Neuroscience

Foundation versus Domain-Specific Models for Left Ventricular Segmentation on Cardiac Ultrasound
C.-J. Chao, Y.R. Gu, W. Kumar, T. Xiang, L. Appari, J. Wu, J.M. Farina, R. Wraith, J. Jeong, R. Arsanjani, G.C. Kane, J.K. Oh, C.P. Langlotz, I. Banerjee, L. Fei‑Fei, Ehsan Adeli
npj Digital Medicine Paper Health AI

Confounder-Free Continual Learning via Recursive Feature Normalization
Y. Shah, C. Gonzalez, M.H. Abbasi, Q. Zhao, K.M. Pohl, Ehsan Adeli
International Conference on Machine Learning (ICML) 2025 Paper Computational NeuroscienceHealth AI

Statistical Variability in Comparing Accuracy of Neuroimaging Based Classification Models via Cross Validation
B. Jafrasteh*, Ehsan Adeli, K. M. Pohl, A. Kuceyeski, M. R. Sabuncu, Q. Zhao
Scientific Reports, 2025 Paper Computational Neuroscience

The Language of Motion: Unifying Verbal and Non-verbal Language of 3D Human Motion
C. Chen, J. Zhang, S. K. Lakshmikanth, Y. Fang, R. Shao, G. Wetzstein, L. Fei-Fei, Ehsan Adeli
Computer Vision and Pattern Recognition (CVPR) 2025 Paper Webpage Slide Computer Vision/ML

Latent Drifting in Diffusion Models for Counterfactual Medical Image Synthesis
Y. Yeganeh, I. Charisiadis, M. Hasny, M. Hartenberger, B. Ommer, N. Navab, A. Farshad, Ehsan Adeli
Computer Vision and Pattern Recognition (CVPR) 2025 Paper Computer Vision/ML

Re-thinking Temporal Search for Long-Form Video Understanding
J. Ye, Z. Wang, H. Sun, K. Chandrasegaran, Z. Durante, C. Eyzaguirre, Y. Bisk, J. C. Niebles, Ehsan Adeli, L. Fei-Fei, J. Wu, M. Li
Computer Vision and Pattern Recognition (CVPR) 2025 Website Code Data Demo Computer Vision/ML

AdaVid: Adaptive Video‑Language Pretraining
C. Patel, J. C. Niebles, Ehsan Adeli
Computer Vision and Pattern Recognition Workshops (CVPRW) 2025 Website Paper
Best paper award at the EDGE Workshop Computer Vision/ML

Efficient One-shot Federated Learning on Medical Data using Knowledge Distillation with Image Synthesis and Client Model Adaptation
M. Kang, P. Chikontwe, S. Kim, K. H. Jin, Ehsan Adeli, K. M. Pohl, S. H. Park
Medical Image Analysis 2025 Paper Computer Vision/MLHealth AI

Artificial Intelligence in Obsessive-Compulsive Disorder: A Systematic Review
J. Kim, J.P. Gonzalez Pacheco, A. Golden, E. Aboujaoude, P. van Roessel, A. Gandhi, P. Mukunda, T. Avanesyan, H. Xue, Ehsan Adeli, J.P. Kim, M. Saggar, S. Wiltsey Stirman, E.R. Kuhn, K. Supekar, K.M. Pohl, C.I. Rodriguez
Current Treatment Options in Psychiatry Paper Health AI

Establishing Clinically Operational Domains of Multidimensional Frailty: A Consensus Approach to Improve Multidimensional Frailty Diagnosis at Point of Care
L. M. Shapiro, S. Arya, Ehsan Adeli, M. Fredericson, R. M. Kaplan, S. L. Eppler, K. Lorenz, K. Lorig, J. Marwell, C. Schmiesing, R. Schroeder, K. Schulman, R. Trivedi, R. N. Kamal
The Gerontologist Paper Health AI

Non-Parametric Prediction of Brain MRI Microstructure using Transfer Learning
E. Weber*, G. C. L. Kung*, A. Batra, L. Ni, M. Zeineh, A. Chaudhari, Ehsan Adeli, J. K. Knowles, J. A. McNab
Imaging Neuroscience In Press Computational Neuroscience

Communication Efficient Federated Learning for Multi-Organ Segmentation via Knowledge Distillation with Image Synthesis
S. Kim, H. Park, P. Chikontwe, M. Kang, K. H. Jin, Ehsan Adeli, K. M. Pohl, S. H. Park
IEEE Transactions on Medical Imaging Paper Computer Vision/MLHealth AI

Developing ICU Clinical Behavioral Atlas Using Ambient Intelligence and Computer Vision
W. Dai*, Ehsan Adeli*†, Z. Luo*, D. Dash*, S. Lakshmikanth, Z. Durante, P. Tang, A. Milstein^‡, L. Fei-Fei^‡, K. Schulman^‡ (*Co-lead authors, ^‡Co-senior authors, project advisors, †Corresponding author,)
New England Journal of Medicine (NEJM) AI Paper Computer Vision/MLHealth AI

Neu-HMR: Neural Rendering-Guided Human Motion Reconstruction
T. Xiang, K.-C. Wang, J. Heo, Ehsan Adeli, S. Yeung-Levy, S. Delp, L. Fei-Fei
3D Vision (3DV) 2025 Paper Computer Vision/ML

DTI Processing Pipeline: A lightweight, end-to-end workflow for diffusion MRI preprocessing and quality control
M.H. Abbasi, G. Chau, Ehsan Adeli
Stanford Translational AI Lab, Stanford University, Zenodo, 2025 DOI Github Website Computational Neuroscience

fMRI Processing Pipeline: A lightweight, end-to-end framework for BIDS-compatible fMRI preprocessing and quality control
M.H. Abbasi, Ehsan Adeli
Stanford Translational AI Lab, Stanford University, Zenodo, 2025 DOI Github Website Computational Neuroscience

sMRI Processing Pipeline: A lightweight, end-to-end framework for BIDS-compatible structural MRI preprocessing and quality control
M.H. Abbasi, Ehsan Adeli
Stanford Translational AI Lab, Stanford University, Zenodo, 2025 DOI Github Website Computational Neuroscience

Data-Driven Discovery of Movement-Linked Heterogeneity in Neurodegenerative Diseases
M. Endo, F. Nerrise, Q. Zhao, E.V. Sullivan, L. Fei-Fei, V.W. Henderson, K.M. Pohl, K.L. Poston, Ehsan Adeli
Nature Machine Intelligence 2024 PDF Code Computational Neuroscience

Few-Shot Classification of Interactive Activities of Daily Living (InteractADL)
Z. Durante, R. Harries, E. Vendrow, Z. Luo, Y. Kyuragi, K. Kozuka, L. Fei-Fei, Ehsan Adeli
British Machine Vision Conference (BMVC 2024) Paper Computer Vision/ML

OccFusion: Rendering Occluded Humans with Generative Diffusion Priors
A. Sun, T. Xiang†, S. Delp, L. Fei-Fei†, Ehsan Adeli†
Neural Information Processing Systems (NeurIPS) 2024 Paper Computer Vision/ML

Vision-based Estimation of Fatigue and Engagement in Cognitive Training Sessions
Y. Wang, A. Turnbull, Y. Xu, K. Heffner, F.V. Lin, Ehsan Adeli
Artificial Intelligence in Medicine, Elsevier 2024 Paper Code Computational NeuroscienceComputer Vision/MLHealth AI

Enforcing Conditional Independence for Fair Representation Learning and Causal Image Generation,
J. Hwa, Q. Zhao, A. Lahiri, A. Masood, B. Salimi, Ehsan Adeli
Computer Vision and Pattern Recognition Workshops (CVPR) 2024 PDF Code Computer Vision/ML

GAMMA-PD: Graph-based Analysis of Multi-Modal Motor Impairment Assessments in Parkinson’s Disease
F. Nerrise, A. Heiman, K. Pohl, Ehsan Adeli
MICCAI GRaphs in biomedical Image analysis PDF Computational Neuroscience

SOE: SO(3)-Equivariant 3D MRI Encoding
S. He, M. Paschali, J. Ouyang, A. Masood, K. Pohl, A. Chaudhari, Ehsan Adeli
MICCAI Machine Learning in Clinical Neuroimaging PDF Computational Neuroscience

Profiles of brain topology for dual-functional stability in old age
Zhou S., Anthony, M., Ehsan Adeli, Lin, FV.
GeroScience 2024 Paper Computational Neuroscience

A health-equity framework for tailoring digital non-pharmacological interventions in aging
A. Turnbull, M.C. Odden, C.E. Gould, Ehsan Adeli, R.M. Kaplan, F.V. Lin
Nature Mental Health Paper Computational NeuroscienceHealth AI

The Transition from Homogeneous to Heterogeneous Machine Learning in Neuropsychiatric Research
Q. Zhao, K.B. Nooner, S.F. Tapert, Ehsan Adeli, K.M. Pohl, A. Kuceyeski, M.R. Sabuncu
Biological Psychiatry: Global Open Science paper Computational NeuroscienceHealth AI

Metadata-conditioned generative models to synthesize anatomically-plausible 3D brain MRIs
W. Peng†, T. Bosschieter, J. Ouyang, R. Paul, E.V. Sullivan, A. Pfefferbaum, Ehsan Adeli, Q. Zhao, K.M. Pohl
Medical Image Analysis Paper Computational Neuroscience

Evaluating Large Language Models in Echocardiography Reporting: Opportunities and Challenges
C. Chao†, I. Banerjee, R. Arsanjani, C. Ayoub, A. Tseng, J. Delbrouck, G. Kane, F. Lopez-Jimenez, Z. Attia, J. Oh, B. Erickson, L. Fei-Fei, Ehsan Adeli†, C. Langlotz
European Heart Journal: Digital Health Paper Published Version Health AI

Neurocognitive Latent Space Regularization for Multi-Label Diagnosis from MRI
J. Manasseh-Lewis, F. Godoy, W. Peng, R. Paul, Ehsan Adeli, K. Pohl
MICCAI PRedictive Intelligence in Medicine PDF Computational Neuroscience

SpaRG - Sparsely Reconstructed Graphs for Generalizable fMRI Analysis
C. Gonzalez, Y. Miraoui, Y. Fan, Ehsan Adeli, K. Pohl
MICCAI Machine Learning in Clinical Neuroimaging PDF Computational Neuroscience

Brain-Cognition Fingerprinting via Graph-GCCA with Contrastive Learning
Y. Wang, W. Peng, Y. Zhang, A. Pfefferbaum, E. Sullivan, Ehsan Adeli, Q. Zhao, K. Pohl
MICCAI Machine Learning in Clinical Neuroimaging PDF Computational Neuroscience

Medical Image Segmentation Review: The success of U-Net
R. Azad, E.K. Aghdam, A. Rauland, Y. Jia, A.H. Avval, A. Bozorgpour, S. Karimijafarbigloo, J.P. Cohen, Ehsan Adeli, D. Merhof
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI) Paper Code Computer Vision/MLHealth AI

SOM2LM: Self-Organized Multi-Modal Longitudinal Maps
J. Ouyang, Q. Zhao, Ehsan Adeli, G. Zaharchuk, K. Pohl
Medical Image Computing and Computer Assisted Intervention (MICCAI) 2024 Code Paper Computational Neuroscience

H-ViT: A Hierarchical Vision Transformer for Deformable Image Registration,
M. Ghahremani, M. Khateri, B. Jian, B. Wiestler, Ehsan Adeli, C. Wachinger
Computer Vision and Pattern Recognition (CVPR) 2024 PDF Code Computer Vision/MLHealth AI

Towards Robust 3D Pose Transfer with Adversarial Learning,
H. Chen, H. Tang, Ehsan Adeli, G. Zhao
Computer Vision and Pattern Recognition (CVPR) 2024 PDF Computer Vision/ML

Federated learning with knowledge distillation for multi-organ segmentation with partially labeled datasets,
S. Kim, H. Park, MK. Kang, K.H. Jin, Ehsan Adeli†, K. Pohl†, SH. Park†
Medical Image Analysis, vol. 95, July 2024, 103156 Paper Computer Vision/MLHealth AI

FedNN: Federated learning on concept drift data using weight and adaptive group normalizations,
M.K. Kang, S. Kim, K.H., Jin, Ehsan Adeli†, K. Pohl†, SH. Park†
Pattern Recognition, vol. 149, May 2024, 110230 Paper Computer Vision/ML

Few Shot Part Segmentation Reveals Compositional Logic for Industrial Anomaly Detection,
S. Kim, A. An, P. Chikontwe, MK. Kang, Ehsan Adeli†, K. Pohl†, SH. Park†
Artificial Intelligence (AAAI) 2024, AAAI Press PDF Computer Vision/ML

An Explainable Geometric-Weighted Graph Attention Network for Identifying Functional Networks Associated with Gait Impairment,
F. Nerrise, Q. Zhao, K. Poston, K. Pohl, Ehsan Adeli
Medical Image Computing and Computer Assisted Intervention (MICCAI 2023), Lecture Notes in Computer Science, PDFCode Computational Neuroscience

Generating Realistic Brain MRIs via a Conditional Diffusion Probabilistic Model,
W. Peng, Ehsan Adeli, T. Bosschieter, Q. Zhao, K. Pohl,
Medical Image Computing and Computer Assisted Intervention (MICCAI 2023), Lecture Notes in Computer Science, PDFGitHubMONAI Computational Neuroscience

LSOR: Longitudinally-Consistent Self-Organized Representation Learning,
J. Ouyang, Q. Zhao, Ehsan Adeli, g. Zaharchuk, K. Pohl,
Medical Image Computing and Computer Assisted Intervention (MICCAI 2023), Lecture Notes in Computer Science, PDFCode Computational Neuroscience

One-shot Federated Learning on Medical Data using Knowledge Distillation with Image Synthesis and Client Model Adaptation,
M. Kang, P. Chikontwe, S. Kim, KH. Jin, Ehsan Adeli, K. Pohl, S. Park
Medical Image Computing and Computer Assisted Intervention (MICCAI 2023), Lecture Notes in Computer Science, PDF Computer Vision/MLHealth AI

Rendering Humans from Object-Occluded Monocular Videos,
T. Xiang, A. Sun, J. Wu, Ehsan Adeli†, L. Fei-Fei†
International Conference on Computer Vision (ICCV 2023), IEEE Project Computer Vision/ML

Transformers Pay Attention to Convolutions: Leveraging Emerging Properties of ViTs by Dual Attention-Image Network,
Y. Yeganeh, A. Farshad, P. Weinberger, S.-A. Ahmad, Ehsan Adeli†, N. Navab†
International Conference on Computer Vision Workshops (ICCVW 2023), IEEE PDF Computer Vision/ML

CCA identifies a neurophysiological marker of adaptation capacity that is reliably linked to internal locus of control of cognition in amnestic MCI,
L. Peralta-Malváez*, A. Turnbull*, M. Anthony, Ehsan Adeli, F.V. Lin
GeroScience. PDF Computational Neuroscience

GaitForeMer: Self-Supervised Pre-Training of Transformers via Human Motion Forecasting for Few-Shot Gait Impairment Severity Estimation
M. Endo, K. Poston, E. Sullivan, L. Fei-Fei, K. Pohl, Ehsan Adeli
25th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2022), Resort World Convention Centre, Singapore, September 18-22, 2022. PDF CodeVideo Computer Vision/MLHealth AI

A Penalty Approach for Normalizing Feature Distributions to Build Confounder-Free Models
A. Vento, Q. Zhao, R. Paul, K. Pohl, Ehsan Adeli
25th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2022), Resort World Convention Centre, Singapore, September 18-22, 2022. PDF CodeVideo Computational NeuroscienceHealth AI

Joint Graph Convolution for Analyzing Brain Structural and Functional Connectome
Y. Li, Q. Wei, Ehsan Adeli, K. Pohl, Q. Zhao,
25th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2022), Resort World Convention Centre, Singapore, September 18-22, 2022. Code Computational Neuroscience

MOMA-LRG: Language-Refined Graphs for Multi-Object Multi-Actor Activity Parsing
Z. Luo, Z. Durante*, L. Li*, W. Xie, R. Liu, E. Jin, Z. Huang, L.Y. Li, J. Wu, J.C. Niebles, Ehsan Adeli, L. Fei-Fei,
Neural Information Processing Systems (NeurIPS) Datasets and Benchmarks Track, 2022 PDF Project Toolkit Code Documentation Computer Vision/ML

PrivHAR: Recognizing Human Actions From Privacy-preserving Lens
C. Hinojosa, M. Marquez, H. Arguello, Ehsan Adeli, L. Fei-Fei, J.C. Niebles,
European Conference on Computer Vision (ECCV 2022), Tel Aviv, Isreal, October 23-27, 2022 PDF Computer Vision/ML

Rethinking Architecture Design for Tackling Data Heterogeneity in Federated Learning
L. Qu, Y. Zhou, P.P. Liang, Y. Xia, F. Wang, Ehsan Adeli, L. Fei-Fei, D. Rubin,
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2022), New Orleans, LA, June 19-24 PDF Computer Vision/ML

Identifying Auxiliary or Adversarial Tasks Using Necessary Condition Analysis for Adversarial Multi-Task Video Understanding
S. Su, S. Kwong, Q. Zhao, D.-A. Huang, J.C. Niebles, Ehsan Adeli,
European Conference on Computer Vision Workshops (ECCVW 2022), Tel Aviv, Isreal, October 22, 2022 Computer Vision/ML

Multiple Instance Neuroimage Transformers
A. Singla, Q. Zhao, D. Do, Y. Zhou, K. Pohl, Ehsan Adeli,
PRedictive Intelligence in MEdicine (PRIME 2022), Singapore, Singapore, September 24, 2022 PDF Code Computational Neuroscience

Bridging the Gap between Deep Learning and Hypothesis-Driven Analysis via Permutation Testing
M. Paschali, Q. Zhao, Ehsan Adeli, K. Pohl,
PRedictive Intelligence in MEdicine (PRIME 2022), Singapore, Singapore, September 24, 2022 PDF Code Computational Neuroscience

Intervertebral Disc Labeling With Learning Shape Information, A Look Once Approach
R. Azad, M. Heidari, J. Cohen-Adad, Ehsan Adeli, D. Merhof,
PRedictive Intelligence in MEdicine (PRIME 2022), Singapore, Singapore, September 24, 2022 PDF Code Computer Vision/MLHealth AI

TransDeepLab: Convolution-Free Transformer-based DeepLab v3+ for Medical Image Segmentation
R. Azad, M. Heidari, M.M. Shariatnia, E.K. Aghdam, S. Karimijafarabadi, Ehsan Adeli, D. Merhof,
PRedictive Intelligence in MEdicine (PRIME 2022), Singapore, Singapore, September 24, 2022 PDF Code Computer Vision/MLHealth AI

Combining Counterfactuals With Shapley Values To Explain Image Models
A Lahiri, K Alipour, Ehsan Adeli, B. Salimi,
International Conference on Machine Learning (ICML) Workshop on Responsible Decision Making in Dynamic Environments, New York, NY, July 23, 2022 PDF Video Computer Vision/ML

Detecting negative valence symptoms in adolescents based on longitudinal self-reports and behavioral assessments
M. Paschali, O. Kiss, Q. Zhao, Ehsan Adeli, S. Podhajsky, E.M. Muller-Oehring, I.H. Gotlin, K. Pohl, F. Baker,
Journal of Affective Disorders 2022 Sep 1;312:30-38. doi: 10.1016/j.jad.2022.06.002. Epub 2022 Jun 8. Paper Computational NeuroscienceHealth AI

A Novel Explainability Approach for Technology-Driven Translational Research on Brain Aging
A. Turnbull, R. Kaplan, Ehsan Adeli, F.V. Lin,
Journal of Alzheimer's Disease, vol. 88, no. 4, pp. 1229-1239, 2022 Paper Computational Neuroscience

Self-supervised Learning of Neighborhood Embedding for Longitudinal MRI
J. Ouyang, Q. Zhao, Ehsan Adeli, G. Zaharchuk, K.M. Pohl,
Medical Image Analysis, In Press. Paper Computational Neuroscience

WTM: Weighted Temporal Attention Module for Group Activity Recognition
S. Yadav, P. Agrawal, K. Tiwari Ehsan Adeli, H. Padey,S. AliAkbar,
International Joint Conference on Neural Networks (IJCNN) at the IEEE World Congress on Computational Intelligence, Pasua, Italy, July 18-23, 2022 Computer Vision/ML

Disentangling Normal Aging from Severity of Disease via Weak Supervision on Longitudinal MRI
J. Ouyang, Q. Zhao, Ehsan Adeli, G. Zaharchuk, K.M. Pohl,
IEE Transactions on Medical Imaging [PDF] Computational Neuroscience

Generative Adversarial U-Net for Domain-free Few-shot Medical Diagnosis
X Chen, Y. Li, L. Yao, Ehsan Adeli, Y. Yang
Pattern Recognition Letters Paper PDF Computer Vision/MLHealth AI

Semantic instance segmentation with discriminative deep supervision for medical images
S. Zhou, D. Nie, Ehsan Adeli, Q. Wei, X. Ren, E. Zhu, J. Yin, Q. Wang, D. Shen,
Medical Image Analysis, Volume 82, 102626. Paper Computer Vision/MLHealth AI

Multiview Feature Learning with Multiatlas-based Functional Connectivity Networks for MCI Diagnosis
Y. Zhang, H. Zhang, Ehsan Adeli, X. Chen, M. Liu, D. Shen
IEEE Transactions on Cybernetics, Vol 52, no. 7, pp. 6822-6833, July 2022. Paper Computational Neuroscience

Multi-Domain Learning Identifies Compounding Effects of HIV and Cognitive Impairment
JQ. Zhang*, Q. Zhao*, Ehsan Adeli, A. Pfefferbaum, E.V. Sullivan, R. Paul, V. Valcour, K.M. Pohl
Medical Image Analysis [PDF] Computational Neuroscience

Quantifying Parkinson’s Disease Motor Severity Under Uncertainty Using MDS-UPDRS Videos
M. Lu, Q. Zhao, K.L. Poston, E.V. Sullivan, A. Pfefferbaum, M. Shahid, M. Katz, L.M. Kouhsari, K. Schulman, A. Milstein, J.C. Niebles, V.W. Henderson, L. Fei-Fei, K.M. Pohl, Ehsan Adeli
Medical Image Analysis, Volume 73, October 2021, 102179. PDF Code Computer Vision/MLHealth AI

MOMA: Multi-Object Multi-Actor Activity Parsing
Z. Luo*, W. Xie*, S. Kapoor, Y. Liang, M. Cooper, J.C. Niebles, Ehsan Adeli, L. Fei-Fei
Neural Information Processing Systems (NeurIPS 2021), Montreal, Canada, Dec 6-14, 2021 Project PDF Computer Vision/ML

On the Opportunities and Risks of Foundation Models
R. Bommasani, Drew A. Hudson, Ehsan Adeli, et al., P. Liang
Report -- Center for Research on Foundation Models (CRFM), Stanford University, August 2021 PDF Center Workshop Computational NeuroscienceComputer Vision/MLHealth AI

TRiPOD: Human Trajectory and Pose Dynamics Forecasting in the Wild
V. Adeli, M. Ehsanpour, I. Reid, J.C. Niebles, S. Savarese, Ehsan Adeli, H. Rezatofighi
IEEE/CVF International Conference on Computer Vision (ICCV 2021), Montreal, Canada, Oct 11-17, 2021. PDF Project Benchmark ICCV2021 Workshop Computer Vision/ML

Metadata Normalization
M. Lu, Q. Zhao, J. Zhang, K. Pohl, L. Fei-Fei, J.C. Niebles, Ehsan Adeli
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2021), Nashville, TN, Jun 19–25, 2021 PDF Code Project Computational NeuroscienceComputer Vision/ML

Home Action Genome: Cooperative Compositional Action Understanding
N. Rai, H. Chen, J. Ji, R. Desai, K. Kozuka, S. Ishizaka, Ehsan Adeli, J.C. Niebles
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2021), Nashville, TN, Jun 19–25, 2021
Also presented at MIRU2021 PDF Dataset Computer Vision/ML

Scalable Differential Privacy with Sparse Network Fine-tuning
A. Luo, D.J. Wu, Ehsan Adeli, L. Fei-Fei
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2021), Nashville, TN, Jun 19–25, 2021 PDF Computer Vision/ML

3D CNNs with Adaptive Temporal Feature Resolutions
M. Fayyaz, E. Bahrami, A. Diba, M. Noroozi, Ehsan Adeli, L.V. Gool, J. Gall
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2021), Nashville, TN, Jun 19–25, 2021 PDF Code Project Computer Vision/ML

Longitudinal Correlation Analysis for Decoding Multi-Modal Brain Development
Q. Zhao, Ehsan Adeli, KM. Pohl
Medical Image Computing and Computer Assisted Interventions (MICCAI 2021), Strasbourg, France, September 27-October 1, 2021 PDF Computational Neuroscience

Self-Supervised Longitudinal Neighbourhood Embedding
J. Ouyang, Q. Zhao, Ehsan Adeli, A. Pfefferbaum, EV. Sullivan, G. Zaharchuk, KM. Pohl
Medical Image Computing and Computer Assisted Interventions (MICCAI 2021), Strasbourg, France, September 27-October 1, 2021 PDF Computational Neuroscience

Is Frailty Associated with Adverse Outcomes After Orthopaedic Surgery? A Systematic Review and Assessment of Definitions
J.L. Lemos, J.M. Welch, M. Xiao, L. M. Shapiro, Ehsan Adeli, R. N. Kamal
The Journal of Bone and Joint Surgery (JBJS) Reviews, 2021 PubMed Health AI

TransUNet: Transformers make strong encoders for medical image segmentation
J. Chen, Y. Lu, Q. Yu, X. Luo, Ehsan Adeli, Y. Wang, L. Lu, A.L. Yuille, Y. Zhou
Interpretable Machine Learning in Healthcare (IMLH), as part of the ICML2021, Virtual, July 23, 2021 PDF Code Computer Vision/MLHealth AI

CoCon: Cooperative-Contrastive Learning
N. Rai, Ehsan Adeli, K.-H. Lee, A. Gaidon, J.C. Niebles
IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshop (CVPRW 2021), Holistic Video Understanding (HVU), Nashville, TN, Jun 19–25, 2021 PDF Code Computer Vision/ML

Automatic Estimation of MDS-UPDRS Gait Scores from Videos with Multi-Rater Disagreements
Ehsan Adeli, EV. Sullivan, M. Lu, Q. Zhao, LM. Kouhsari, M. Katz, A. Pfefferbaum, KM. Pohl, VW. Henderson, KL. Poston
Movement Disorder Society (MDS) Congress, September 17-22, 2021 Web Computer Vision/MLHealth AI

Longitudinal Self-Supervised Learning
Q. Zhao*, Z. Liu*, Ehsan Adeli, K. Pohl
Medical Image Analysis Volume 71, July 2021, 102051 Paper [PDF] Computational Neuroscience

Representation Learning with Statistical Independence to Mitigate Bias
Ehsan Adeli*, Q. Zhao*, A. Pfefferbaum, E.V. Sullivan, L. Fei-Fei, J.C. Niebles, K.M. Pohl, (* Co-lead author)
IEEE Winter Conference of Applications on Computer Vision (WACV 2021), Waikoloa, Hawaii, Jan 5-9, 2021 PDF Code Computational NeuroscienceComputer Vision/ML

Going Beyond Saliency Maps: Training Deep Models to Interpret Deep Models
Z. Liu, Ehsan Adeli, K.M. Pohl, Q. Zhao
Information Processing in Medical Imaging (IPMI) 2021, Bornholm, Denmark PDF Code Computational Neuroscience

Representation Disentanglement for Multi-modal MR Analysis
J. Ouyang, Ehsan Adeli, K. M. Pohl, Q. Zhao, G. Zaharchuk
Information Processing in Medical Imaging (IPMI) 2021, Bornholm, Denmark PDF Code Computational Neuroscience

MetricUNet: Synergistic image- and voxel-level learning for precise prostate segmentation via online sampling
K. He, C. Lian, Ehsan Adeli, J. Huo, Y. Gao, B. Zhang, J. Zhang, D. Shen,
Medical Image Analysis, Volume 71, July 2021, 102039. Paper Computer Vision/MLHealth AI

Computer vision-based intelligent anomaly detection using synthetic and simulated data-system and method
Ehsan Adeli, J. Zaki,
U.S. Patent No. 11,019,087. Washington, DC: U.S. Patent and Trademark Office. URL Computer Vision/ML

Spatiotemporal relationship reasoning for pedestrian intent prediction
Ehsan Adeli, K.-H. Lee, A. Gaidon, B. Liu, Z. Cao, J.C. Niebles,
U.S. Patent No. 16,596,662. Washington, DC: U.S. Patent and Trademark Office. URL Computer Vision/ML

Disentangling human dynamics for pedestrian locomotion forecasting with noisy supervision
K. Mangalam, Ehsan Adeli, K.-H. Lee, A. Gaidon, J.C. Niebles,
U.S. Patent No. 16,590,275. Washington, DC: U.S. Patent and Trademark Office. URL Computer Vision/ML

Logistic Regression Confined by Cardinality-Constrained Sample and Feature Selection
Ehsan Adeli, X. Li, D. Kwon, Y. Zhang, K.M. Pohl
IEEE Transactions on Pattern Analysis And Machine Intelligence (PAMI) PDF Code Computational NeuroscienceComputer Vision/ML

Training Confounder-Free Deep Learning Models for Medical Applications
Q. Zhao*, Ehsan Adeli*, K.M. Pohl, (*Co-lead Author)
Nature Communications Paper Supplement Published Version Code Computational NeuroscienceHealth AI

Longitudinal Pooling & Consistency Regularization to Model Disease Progression from MRIs
J. Ouyang, Q. Zhao, E.V. Sullivan, A. Pfefferbaum, S.F. Tapert, Ehsan Adeli, K.M. Pohl,
IEEE Journal of Biomedical Health and Informatics Code Computational Neuroscience

Ethical Issues in the Use of Ambient Intelligence in Healthcare Settings
N. Martinez-Martin, Z. Luo, A. Kaushal, Ehsan Adeli, A. Haque, S.S. Kelly, S. Wieten, M.K. Cho, D. Magnus, L. Fei-Fei, K. Schulman, A. Milstein,
The Lancet Digital Health Health AI

Association of Heavy Drinking With Deviant Fiber Tract Development in Frontal Brain Systems in Young Adolescents
Zhao, E.V. Sullivan, N. Honnorat, Ehsan Adeli, S. Podhajsky, M.D. De Bellis, J. Voyvodic, K.B. Nooner, F.C. Baker, I.M. Colrain, S.F. Tapert, S.A. Brown, W.K. Thompson, B.J. Nage, D.B. Clark, A. Pfefferbaum, K.M. Pohl,
The Journal of the American Medical Association (JAMA) Psychiatry, Computational Neuroscience

Vision-based Estimation of MDS-UPDRS Gait Scores for Assessing Parkinson’s Disease Motor Severity
M. Lu, K. Poston, A. Pfefferbaum, E.V. Sullivan, L. Fei-Fei, K.M. Pohl, J.C. Niebles, Ehsan Adeli
23rd International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Lima, Peru, October 4-8, 2020. PDF CodeVideo Computer Vision/MLHealth AI

Spatio-Temporal Graph Convolution for Functional MRI Analysis
S. Gadgil*, Q. Zhao*, A. Pfefferbaum, E.V. Sullivan, Ehsan Adeli, K.M. Pohl (*Equal Contribution)
23rd International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Lima, Peru, October 4-8, 2020. PDF Code Computational Neuroscience

It Is Not the Journey but the Destination: Endpoint Conditioned Trajectory Prediction
K. Mangalam, H. Girase, S. Agarwal, K.-H. Lee, Ehsan Adeli, J. Malik, A. Gaidon
European Conference on Computer Vision, 2020. PDF Code Short Video Long Video Project Page Computer Vision/ML

Procedure Planning in Instructional Videos
C.-Y. Chang, D.-A. Huang, D. Xu, Ehsan Adeli, L. Fei-Fei, J.C. Niebles
European Conference on Computer Vision, 2020. PDF Computer Vision/ML

Deep Learning Identifies Morphological Determinants of Sex Differences in the Pre-Adolescent Brain
Ehsan Adeli*, Q. Zhao*, N.M. Zahr, A. Goldstone, A. Pfefferbaum, E.V. Sullivan, K.M. Pohl (*Equal Contribution)
NeuroImage, 2020. PDF [Code: Deep Learning, Statistical Tests Computational Neuroscience

Spatio-Temporal Graph for Video Captioning with Knowledge Distillation
B. Pan, H. Cai, D.-A. Huang, K.-H. Lee, A. Gaidon, Ehsan Adeli, J.C. Niebles
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, Washington, USA. June 2020. PDF Video Computer Vision/ML

Spatiotemporal Relationship Reasoning for Pedestrian Intent Prediction
B. Liu, Ehsan Adeli, Z. Cao, K.-H. Lee, A. Shenoi, A. Gaidon, J.C. Niebles
IEEE Robotics and Automation Letters & IEEE International Conference on Robotics and Automation (ICRA), Paris, France. May 2020. PDF Project Dataset Video Bibtex Computer Vision/ML

Socially and Contextually Aware Human Motion and Pose Forecasting
V. Adeli, Ehsan Adeli, I. Reid, J.C. Niebles, H. Rezatofighi
IEEE Robotics and Automation Letters (RA-L) and IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2020 PDF Video Computer Vision/ML

Segmenting the Future
H.-k. Chiu, Ehsan Adeli, J.C. Niebles
IEEE Robotics and Automation Letters (RA-L) and IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2020 PDF Code Computer Vision/ML

Depth map artifacts reduction: a review
M.M. Ibrahim, Q. Liu, R. Khan, J. Yang, Ehsan Adeli, Y. Yang
IET Image Processing 2020. Computer Vision/ML

Adolescent Alcohol Use Disrupts Functional Neurodevelopment in Sensation Seeking Girls
Q. Zhao, E.V. Sullivan, E. Műller-Oehring, N, Honnorat, Ehsan Adeli, S. Podhajsky, F.C. Baker, I.M. Colrain, D. Prouty, S.F. Tapert, S.A. Brown, M.J. Meloy, T. Brumback, B.J. Nagel, A.M. Morales, D.B. Clark, B. Luna, M.D. De Bellis, J.T. Voyvodic, A. Pfefferbaum, K.M. Pohl,
Addiction Biology, 2020 May 19;e12914. doi: 10.1111/adb.12914 PubMed Computational Neuroscience

Adversarial Cross-Domain Action Recognition with Co-Attention (Oral Presentation)
B. Pan*, Z. Cao*, Ehsan Adeli, J.C. Niebles,
Association for the Advancement of Artificial Intelligence (AAAI), New York Midtown, New York, New York, USA, February 7-12, 2020. PDF Slides Poster Computer Vision/ML

Image-to-Images Translation for Multi-Task Organ Segmentation and Bone Suppression in Chest X-Ray Radiography
M. Eslami, S. Tabarestani, S. Albarqouni, Ehsan Adeli, N. Navab, M. Adjouadi
IEEE Transactions on Medical Imaging, 2020. PDF Computer Vision/MLHealth AI

Population-guided large margin classifier for high-dimension low-sample-size problems
Q. Yin, Ehsan Adeli, L. Shen, D. Shen
Pattern Recognition, Volume 97, January 2020, 107030 PDF Computational NeuroscienceComputer Vision/ML

Multi-view Feature Learning with Multi-atlas based Functional Connectivity Networks for MCI Diagnosis
Y. Zhang, H. Zhang, Ehsan Adeli, X. Chen, M. Liu, D. Shen
IEEE Transactions on Cybernetics, 2020 Computational Neuroscience

Switching Structured Prediction for Simple and Complex Human Activity Recognition
M. Arzani, M. Fathy, A.A. Azirani, Ehsan Adeli
IEEE Transactions on Cybernetics, DOI: 10.1109/TCYB.2019.2960481, 2020. Computer Vision/ML

Deep End-to-End One Class Classifier
M. Sabokrou, M. Fathy, G. Zhao, Ehsan Adeli
IEEE Transactions on Neural Networks and Learning Systems, doi: 10.1109/TNNLS.2020.2979049, 2020. Computer Vision/ML

Skeleton-based Structured Early Activity Prediction
M. Arzani, M. Fathy, A.A. Azirani, Ehsan Adeli
Multimedia Tools and Applications, Springer, 020. Computer Vision/ML

Mammographic mass segmentation using multichannel and multiscale fully convolutional networks
S. Xu, Ehsan Adeli J.-Z. Cheng, L. Xiang, Y. Li, S.-W. Lee, D. Shen
International Journal of Imaging Systems and Technology, Wiley, 2020. Computer Vision/MLHealth AI

Inpainting Cropped Diffusion MRI using Deep Generative Models
R. Ayub, Q. Zhao, M.J. Meloy, E.V. Sullivan, A. Pfefferbaum, Ehsan Adeli, K.M. Pohl
MICCAI PRedictive Intelligence in MEdicine (MICCAI-PRIME), Shenzhen, China, October 13, 2020. Code Computational Neuroscience

Advancing Neuroscientific Discovery via Bias-Resilient Neural Networks
Kilian M. Pohl, Q. Zhao, Ehsan Adeli
54th Asilomar Conference on Signals, Systems and Computers, 2020. Computational Neuroscience

Disentangling Human Dynamics for Pedestrian Locomotion Forecasting with Noisy Supervision
K. Mangalam, Ehsan Adeli, K.H. Lee, A. Gaidon, J.C. Niebles,
Winter Conference on Applications of Computer Vision (WACV), Snowmass village, Colorado, March 2-5, 2020. PDF Project Video Computer Vision/ML

Self-Supervised Representation Learning via Neighborhood-Relational Encoding
M. Sabokrou, M. Khalooei, Ehsan Adeli
International Conference on Computer Vision (ICCV), Seoul, Korea, Oct 27-Nov 2, 2019 PDF Computer Vision/ML

Imitation Learning for Human Pose Prediction
B. Wang, Ehsan Adeli, H.-K. Chiu, D.-A. Huang, J.C. Niebles
International Conference on Computer Vision (ICCV), Seoul, Korea, Oct 27-Nov 2, 2019 PDF Poster Computer Vision/ML

Variational AutoEncoder For Regression: Application to Brain Aging Analysis
Q. Zhao, Ehsan Adeli, N. Honnorat, T. Leng, K.M. Pohl
Medical Image Computing and Computer Assisted Intervention (MICCAI), Shenzhen, China, Oct 13-17, 2019 PDF Code Computational Neuroscience

Novel Machine Learning Identifies Brain Patterns Distinguishing Diagnostic Membership of Human Immunodeficiency Virus, Alcoholism, and Their Comorbidity of Individuals
Ehsan Adeli, N.M. Zahr, A. Pfefferbaum, E.V. Sullivan, K.M. Pohl
Biological Psychiatry: CNNI PDF Commentary Paper on Our Work by Christine Fennema-Notestine from UCSD Computational Neuroscience

High-Resolution Encoder-Decoder Networks for Low-Contrast Medical Image Segmentation
S. Zhou, D. Nie, Ehsan Adeli, J. Yin, J. Lian, D. Shen
IEEE Transactions on Image Processing Computer Vision/MLHealth AI

Variational Autoencoder with Truncated Mixture of Gaussians for Functional Connectivity Analysis
Q. Zhao, N. Honnorat, Ehsan Adeli, A. Pfefferbaum, E.V. Sullivan, K.M. Pohl
Information Processing in Medical Imaging (IPMI), June 2-7, 2019, The Hong Kong University of Science and Technology PDF Code Computational Neuroscience

Cascaded Multi-Task 3D Fully Convolutional Networks for Pancreas Segmentation
J. Xue, K. He, D. Nie, Ehsan Adeli, Z. Shi, S.-W. Lee, Y. Zheng, X. Liu, D. Li, D. Shen
IEEE Transactions on Cybernetics, 2019 Computer Vision/MLHealth AI

FCN Based Label Correction for Multi-Atlas Guided Organ Segmentation
H. Zhu, Ehsan Adeli, F. Shi, D. Shen
Neuroinformatics, 2019 Computer Vision/MLHealth AI

Unsupervised Feature Ranking and Selection Based on AutoEncoders
S. Sharifipour, H. Fayyazi, M. Sabokrou, Ehsan Adeli
IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019, 12-17 May, Brighton, UK

Action-Agnostic Human Pose Forecasting
H.-S. Kuang, Ehsan Adeli, B. Wang, D.-A. Huang, Juan Carlos Niebles
IEEE Winter Conference on Applications of Computer Vision (WACV), 2019, Waikoloa, Hawaii, January 7-11 PDF Code Video Poster Computer Vision/ML

Difficulty Aware Deep Networks with Confidence Learning for Medical Image Segmentation
D. Nie, L. Wang, L. Xiang, S. Zhou, Ehsan Adeli, D. Shen
AAAI 2019, Honolulu, Hawaii, January 27 – February 1 Code Computer Vision/MLHealth AI

Multi-Channel 3D Deep Feature Learning for Survival Time Prediction of Brain Tumor Patients Using Multi-Modal Neuroimages
D. Nie, J. Lu, H. Zhang, Ehsan Adeli, J. Wang, Z. Yu, L.Y. Liu, Q. Wang, J. Wu, D. Shen
Scientific Reports, 2019 Computational NeuroscienceHealth AI

Confounder-Aware Visualization of ConvNets
Q. Zhao*, Ehsan Adeli*, A. Pfefferbaum, E.V. Sullivan, K.M. Pohl,
MICCAI-Machine Learning in Medical Imaging (MICCAI-MLMI), Shenzhen, China, October 13, 2019. PDF Code Computational Neuroscience

Generative Adversarial Irregularity Detection in Mammography Images
M. Ahmadi, M. Sabokrou, M. Fathy, R. Berangi, Ehsan Adeli
MICCAI PRedictive Intelligence in MEdicine (MICCAI-PRIME), Shenzhen, China, October 13, 2019. Code Computer Vision/MLHealth AI

Data Augmentation based on Substituting Regional MRI Volume Scores
T. Leng, Q. Zhao, C. Zhang, Z. Lu, Ehsan Adeli, K.M. Pohl
MICCAI-Large Scale Annotation of Biomedical data and Expert Label Synthesis (MICCAI-LABELS), Shenzhen, China, October 13, 2019. Computational Neuroscience

Covariance Shrinkage for Dynamic Functional Connectivity
N. Honnorat, Ehsan Adeli, Q. Zhao, A. Pfefferbaum, E. Sullivan, K. M. Pohl,
MICCAI Connectomics in NeuroImaging (MICCAI-CNI), Shenzhen, China, October 13, 2019. Computational Neuroscience

PRedictive Intelligence in MEdicine (PRIME)
I. Rekik, Ehsan Adeli, S.H. Park (Eds.)
Lecture Notes in Computer Science 11843, © Springer Nature Switzerland AG,
Second International Workshop, PRIME 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13, 2019, Proceedings Download Health AI

Adolescent Brain Cognitive Development Neurocognitive Prediction (ABCD-NP)
K.M. Pohl, W.K. Thompson, Ehsan Adeli, M.G. Linguraru (Eds.)
Lecture Notes in Computer Science 11791, © Springer Nature Switzerland AG 2019,
First Challenge, ABCD-NP 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13, 2019, Proceedings Download Computational Neuroscience

Semi-Supervised Discriminative Classification Robust to Sample-Outliers and Feature-Noises
Ehsan Adeli, K.-H. Thung, L. An, G. Wu, F. Shi, T. Wang, and D. Shen
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 2018 PDF Computational NeuroscienceComputer Vision/ML

Chained Regularization for Identifying Brain Patterns Specific to HIV Infection
Ehsan Adeli, D. Kwon, Q. Zhao, A. Pfefferbauma, N. M. Zahr, E. V. Sullivan, K. M. Pohl
NeuroImage, 2018 PDF Computational Neuroscience

Multi-Label Transduction for Identifying Disease Comorbidity Patterns (Oral Presentation)
Ehsan Adeli, D. Kwon, K. M. Pohl
Medical Image Computing and Computer Assisted Intervention (MICCAI), 2018, Granada, Spain PDF Computational Neuroscience

Adversarially Learned One-Class Classifier for Novelty Detection
M. Sabokrou, M. Khalooie, M. Fathy, Ehsan Adeli
Computer Vision and Pattern Recognition (CVPR), 2018, Salt Lake City, UT, USA PDF Code Presentation Poster Computer Vision/ML

PRedictive Intelligence in MEdicine (PRIME)
I. Rekik, G. Unal, Ehsan Adeli, S.H. Park (Eds.)
Lecture Notes in Computer Science 11121, © Springer Nature Switzerland AG 2018,
First International Workshop, PRIME 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Proceedings Download Health AI

Infant Brain Development Prediction with Latent Partial Multi-View Representation Learning
C. Zhang, Ehsan Adeli, Z. Wu, G. Li, W. Lin, D. Shen
IEEE Transactions on Medical Imaging (TMI) 2018 Computational Neuroscience

Fine-Grained Segmentation Using Hierarchical Dilated Neural Networks
S. Zhou, D. Nie, Ehsan Adeli, Y. Gao, L. Wang, J. Yin, D. Shen
Medical Image Computing and Computer Assisted Intervention (MICCAI), 2018, Granada, Spain Computer Vision/MLHealth AI

AVID: Adversarial Visual Irregularity Detection
M. Sabokrou, M. Pourreza, M. Fayyaz, R. Entezari, M. Fathy, J. Gall, Ehsan Adeli
Asian Conference on Computer Vision (ACCV), 2018, Perth, Australia, Dec 2-6 PDF Computer Vision/ML

End-To-End Alzheimer's Disease Diagnosis and Biomarker Identification (Oral Presentation)
S. Esmaeilzadeh, D. I. Belivanis, K. M. Pohl, Ehsan Adeli
Machine Learning in Medical Imaging (MLMI), MICCAI, 2018, Granada, Spain PDF News Computational Neuroscience

Predictive Modeling of Longitudinal Data for Alzheimer’s Disease Diagnosis Using RNNs
M. Aghili, S. Tabarestani, M. Adjouadi, Ehsan Adeli
PRedictive Intelligence in MEdicine (PRIME), MICCAI, 2018, Granada, Spain Computational Neuroscience

Joint Classification and Regression via Deep Multi-Task Multi-Channel Learning for Alzheimer's Disease Diagnosis
M. Liu, J. Zhang, Ehsan Adeli, D. Shen
IEEE Transactions on Biomedical Engineering, 2018 Computational Neuroscience

Towards Principled Design of Deep Convolutional Networks: Introducing SimpNet
S.H. Hasanpour, M. Rouhani, M. Fayyaz, M. Sabokrou, Ehsan Adeli
arXiv preprint, arXiv:1802.06205, 2018 PDF Code Computer Vision/ML

Multi-Task Prediction of Infant Cognitive Scores from Longitudinal Incomplete Neuroimaging Data
Ehsan Adeli, Y. Meng, G. Li, W. Lin, and D. Shen
NeuroImage, 2018 Computational Neuroscience

3D Fully Convolutional Networks For Multi-Modal Isointense Infant Brain Image Segmentation
D. Nie, L. Wang, Ehsan Adeli, C. Lao, W. Lin, and D. Shen
IEEE Transactions on Cybernetics (CYB), 2018 Code Computational Neuroscience

Conversion and Time-to-Conversion Predictions of Mild Cognitive Impairment using Low-Rank Affinity Pursuit Denoising and Matrix Completion
K.-H. Thung, Ehsan Adeli, P.-T. Yap, and D. Shen
Medical Image Analysis, Elsevier, 2018 Computational Neuroscience

Anatomy-guided Joint Tissue Segmentation and Topological Correction for 6-month Infant Brain MRI with Risk of Autism
L. Wang, G. Li, Ehsan Adeli, M. Liu, Z. Wu, and D. Shen
Human Brain Mapping, 2018 Computational Neuroscience

Exploring Diagnosis and Imaging Biomarkers of Parkinson's Disease via Iterative Canonical Correlation Analysis Based Feature Selection
L. Liu, Q. Wang, Ehsan Adeli, L. Zhang, H. Zhang, and D. Shen
Computerized Medical Imaging and Graphics, 2018 Computational Neuroscience

Infant Brain Development Prediction with Latent Partial Multi-View Representation Learning (Oral Presentation)
C. Zhang, Ehsan Adeli, Z. Wang, G. Li, W. Lin, and D. Shen
IEEE International Symposium on Biomedical Imaging (ISBI'18), Washington DC, April 4-7, 2018 Computational Neuroscience

Multi-Layer Multi-View Classification for Alzheimer's Disease Diagnosis
C. Zhang, Ehsan Adeli, T. Zhou, X. Chen, and D. Shen
AAAI 2018, New Orleans, LA, USA, February 2–7, 2018 PDF Computational Neuroscience

Joint Sparse and Low-Rank Regularized Multi-Task Multi-Linear Regression for Prediction of Infant Brain Development with Incomplete Data
Ehsan Adeli, Y. Meng, G. Li, W. Lin, D. Shen
MICCAI 2017, Quebec, Canada, Sep. 10-14, 2017 PDF Computational Neuroscience

Deep Multi-Task Multi-Channel Learning for Joint Classification and Regression of Brain Status
M. Liu, J. Zhang, Ehsan Adeli, D. Shen
MICCAI 2017, Quebec, Canada, Sep. 10-14, 2017 PDF Computational Neuroscience

Maximum Mean Discrepancy Based Multiple Kernel Learning for Incomplete Multimodality Neuroimaging Data
X. Zhu, K.-H. Thung, Ehsan Adeli, Y. Zhang, D. Shen
MICCAI 2017, Quebec, Canada, Sep. 10-14, 2017 PDF Computational Neuroscience

Landmark-based Deep Multi-Instance Learning for Brain Disease Diagnosis
M. Liu, J. Zhang, Ehsan Adeli, D. Shen
Medical Image Analysis, Elsevier, 2017 Computational Neuroscience

Structured Prediction with Short/Long-Range Dependencies for Human Activity Recognition from Depth Skeleton Data (Oral Presentation)
M.M. Arzani, M. Fathy, H. Aghajan, K. Raahemifar, Ehsan Adeli
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2017, Vancouver, Canada PDF Computer Vision/ML

Consciousness Level and Recovery Outcome Prediction using High-Order Brain Functional Connectivity Network
X. Jia, H. Zhang, Ehsan Adeli, D. Shen
CNI 2017 (MICCAI Workshop), Quebec, Canada, Sep. 14, 2017 Computational Neuroscience

Kernel-based Joint Feature Selection and Max-Margin Classification for Early Diagnosis of Parkinson's Disease
Ehsan Adeli, G. Wu, B. Saghafi, L. An, F. Shi, D. Shen
Nature, Scietific Reports 2017 PDF ePDF Code Computational Neuroscience

Multi-Modal Classification of Neurodegenerative Disease by Progressive Graph-Based Transductive Learning
Z. Wang, X. Zhu, Ehsan Adeli, Y. Zhu, F. Nie, D. Shen, G. Wu
Medical Image Analysis, Elsevier, 2017 Computational Neuroscience

Brain Fingerprinting for Assessment of Infant Brain Development
Ehsan Adeli, Y. Meng, G. Li, W. Lin, D. Shen
OHBM Annual Meeting, Vancouver, Canada, June 25 - 29, 2017 PDF Computational Neuroscience

Which one is a better marker for the Diagnosis of Parkinson’s Disease: T1 MRI or DTI
Ehsan Adeli, G. Wu, M.-J. Kim, D. Shen
ISMRM, Honolulu, HI, USA, April 22-27, 2017 PDF Computational Neuroscience

Multi-modal Isointense Infant Brain Image Segmentation with Deep Learning based Methods
D. Nie, L. Wang, R. Trullo, Ehsan Adeli, W. Lin, D. Shen
ISMRM, Honolulu, HI, USA, April 22-27, 2017 PDF Computational Neuroscience

A Hierarchical Feature and Sample Selection Framework and Its Application for Alzheimer’s Disease Diagnosis
L. An, Ehsan Adeli, M. Liu, J. Zhang, W.-W. Lee, D. Shen
Nature, Scietific Reports 2017 ePDF Computational Neuroscience

Machine Learning in Medical Imaging
L. Wang, Ehsan Adeli, Q. Wang, Y. Shi, H.-I. Suk (Eds.)
Lecture Notes in Computer Science 10019, © Springer International Publishing AG 2016,
7th International Workshop, MLMI 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, Proceedings Download Computer Vision/MLHealth AI

Joint Feature-Sample Selection and Robust Diagnosis of Parkinson's Disease from MRI data
Ehsan Adeli, F. Shi, L. An, C.-Y. Wee, G. Wu, T. Wang, D. Shen
NeuroImage, 2016 PDF Code Computational Neuroscience

Multi-level Canonical Correlation Analysis for Standard-dose PET Image Estimation
L. An, P. Zhang, Ehsan Adeli, Y. Wang, G. Ma, F. Shi, D. Lalush, W. Lin, D. Shen
IEEE Transactions on Image Processing (TIP), 2016 PDF Computational Neuroscience

Deep Relative Attributes
Y. Souri, E. Noury, Ehsan Adeli
Asian Conference on Computer Vision (ACCV) 2016 PDF Code Computer Vision/ML

Stability-Weighted Matrix Completion of Incomplete Multi-Modal Data for Disease Diagnosis
K.-H. Thung, Ehsan Adeli, P. Yap, D. Shen
MICCAI 2016, Athens, Greece, Oct. 17–21 PDF Computational Neuroscience

3D Deep Learning for Multi-modal Imaging-guided Survival Time Prediction of Brain Tumor Patients (Oral Presentation)
D. Nie, H. Zhang, Ehsan Adeli, L. Liu, D. Shen
MICCAI 2016, Athens, Greece, Oct. 17–21 PDF Computational NeuroscienceHealth AI

Semi-supervised Hierarchical Multimodal Feature and Sample Selection for Alzheimer's Disease Diagnosis
L. An, Ehsan Adeli, M. Liu, J. Zhang, D. Shen
MICCAI 2016, Athens, Greece, Oct. 17–21 PDF Computational Neuroscience

Progressive Graph-Based Transductive Learning for Multi-Modal Classification of Alzheimer’s Disease
Z. Wang, X. Zhu, Ehsan Adeli, Y. Zhu, C. Zu, F. Nie, D. Shen, G. Wu
MICCAI 2016, Athens, Greece, Oct. 17–21 PDF Computational Neuroscience

Feature Selection Based on Iterative Canonical Correlation Analysis for Automatic Diagnosis of Parkinson’s Disease
L. Liu, Q. Wang, Ehsan Adeli, L. Zhang, H. Zhang, D. Shen
MICCAI 2016, Athens, Greece, Oct. 17–21 PDF Computational Neuroscience

Robust Feature-Sample Linear Discriminant Analysis for Brain Disorders Diagnosis
Ehsan Adeli, K.-H. Thung, L. An, F. Shi, D. Shen
Neural Information Processing Systems (NIPS) 2015, Montréal, Canada, Dec. 7-12, 2015 PDF Computational Neuroscience

Inherent Structure Based Multi-view Learning with Multi-template Feature Representation for Alzheimer’s Disease Diagnosis
M. Liu, D. Zhang, Ehsan Adeli, D. Shen
IEEE Transactions on Biomedical Engineering PDF Computational Neuroscience

Non-negative matrix completion for action detection
Ehsan Adeli, M. Fathy
Image and Vision Computing, Volume 39, July 2015, Pages 38-51 PDF Computer Vision/ML

Medical Image Retrieval using Multi-Graph Learning for MCI Diagnostic Assistance
Y. Gao, Ehsan Adeli, M. Kim, P. Giannakopoulos, S. Haller, D. Shen
MICCAI 2015, Munich, Germany, Oct. 5–9, 2015. PDF Computational Neuroscience

Joint Feature Sample Selection and Robust Classification for Parkinson's Disease Diagnosis
Ehsan Adeli, C-Y. Wee, L. An, F. Shi, D. Shen
MICCAI Workshop on Medical Computer Vision: Algorithms for Big Data (bicMCV 2015), Munich, Germany, Oct. 9, 2015 PDF Computational Neuroscience

Joint Diagnosis and Conversion Time Prediction of Progressive Mild Cognitive Impairment (pMCI) Using Low-Rank Subspace Clustering and Matrix Completion
K.-H. Thung, Ehsan Adeli, P.-T. Yap, D. Shen
MICCAI 2015, Munich, Germany, Oct. 5–9, 2015 PDF Computational Neuroscience

A Multi-level Canonical Correlation Analysis Scheme for Standard-dose PET Image Estimation
L. An, P. Zhang, Ehsan Adeli, Y. Wang, F. Shi, D. Shen
MICCAI Workshop on Patch-based Techniques in Medical Imaging (Patch-MI), Munich, Germany, Oct. 9, 2015 PDF Computational Neuroscience

Relationship Induced Multi-atlas Learning for Alzheimer’s Disease Diagnosis
M. Liu, D. Zhang, Ehsan Adeli, D. Shen
MICCAI Workshop on Medical Computer Vision: Algorithms for Big Data (bicMCV 2015), Munich, Germany, Oct. 9, 2015 PDF Computational Neuroscience

A Multi-Label Weakly-supervised Approach for Discriminative Human Activity Recognition and Localization
Ehsan Adeli, R. Cabral, F. De la Torre, M. Fathy
Asian Conf. on Computer Vision (ACCV), Singapore, Singapore, November 1-5, 2014 PDF Computer Vision/ML

Distributed Matrix Completion for Large-scale Multi-label Classification
Ehsan Adeli, M. Fathy
Intelligent Data Analysis Journal, 18 (6), 2014 PDF

Multiview Human Activity Recognition in Distributed Camera Sensor Networks
Ehsan Adeli, K. Raahemifar, M. Fathy
Sensors Journal, 13(7), 8750-8770, 2013 PDF Computer Vision/ML

Distributed Activity Recognition in Camera Networks via Distributed Low-Rank Matrix Recovery
Ehsan Adeli, K. Raahemifar, M. Fathy
ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC), Palm Springs, CA, USA, Oct 29-Nov 1, 2013 PDF Computer Vision/ML

Distributed Activity Recognition using Multi-view Consensus SVM
Ehsan Adeli, K. Raahemifar, M. Fathy
ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC), Palm Springs, CA, USA, Oct 29-Nov 1, 2013 PDF Computer Vision/ML

Model-based Human Gait Tracking, 3D Reconstruction and Recognition in Uncalibrated Monocular Video
Ehsan Adeli, M. Fathy, F. Zargari
Imaging Science Journal, 59(5), 2011 PDF Computer Vision/ML

A Non-parametric Heuristic Algorithm for Convex and Non-Convex Data Clustering Based on Equipotential Surfaces
F. Bayat, Ehsan Adeli, F. Bayat, A. Jalali
Expert Systems with Applications, 37(4), 3318-3325, 2010 PDF

Source parameters estimation of 2003 Bam earthquake Mw 6.5 using empirical Green’s function method, based on an evolutionary approach
A. Nicknam, R. Abbasnia, Y. Eslamian, M. Bozorgnasab, Ehsan Adeli
Journal of Earth System Science 119(3), 2010 PDF

Prediction of Significant Wave Height Using Regressive Support Vector Machines
J. Mahjoobi, Ehsan Adeli
Ocean Engineering 36(5), 339-347, 2009 PDF

Clustering Based Non-parametric Model for Shadow Detection in Video Sequences
Ehsan Adeli, H. Abbasian, M. Fathy
Image Processing, Computer Vision and Pattern Recognition, Lake Tahoe, Nevada, USA, 2009. PDF Computer Vision/ML

Real-time Vehicle Detection Using a Fast Symmetry Detection Algorithm
N. Kouchmeshky, Ehsan Adeli, M. Fathy
14th National Computer Society of Iran Computer Conference (CSICC), Amirkabir University of Technology, Tehran, Iran, 2009 PDF Computer Vision/ML

A Novel Approach for Branch Buffer Consuming Power Reduction
B. Zamani, Ehsan Adeli, M. Soryani
IEEE Computer Society International Conference on Computer and Electrical Engineering, Taiwan, 2008 PDF

Compressed Domain Video Optical Flow Optimization Using Texture Analysis and Homography
S. M. Shariat-zadeh, Ehsan Adeli, M. Fathy
5th Iranian Conference on Machine Vision and Image Processing (MVIP), Tabriz, Iran, 2008 (Farsi). PDF Computer Vision/ML

3D Reconstruction of Walking Human based on Human Gait Knowledge
Ehsan Adeli, M. Fathy
Conference on Image Processing, Computer Vision and Pattern Recognition, July 17-20, Nevada, USA, 2008 PDF Computer Vision/ML

Kinematics Model-based Human Tracking in Monocular Video Sequences
Ehsan Adeli, M. Fathy
National Computer Society Iran Computer Conf. (CSICC08), Sharif University of Technology, Persian Gulf, Kish Island, Iran 2008, (Farsi) PDF Computer Vision/ML

SHABaN Multi-Agent Team To Herd Cows
A. T. Rahmani, A. Saberi, M. Mohammadi, A. Nikanjam, Ehsan Adeli, M. Abdoos
In the Lecture Notes in Computer Science, Second Multi-Agent Programming Contest in association with Programming Multi-Agent Systems Conference, May 12-13, Estoril, Portugal 2008 PDF

A Low-cost Strong Shadow-based Segmentation Approach for Vehicle Tracking in Congested Traffic Scenes
Ehsan Adeli, M. Sadeghi, M. Fathy
International Conference on Machine Vision, IEEE, Islamabad, Pakistan 2007 PDF Computer Vision/ML

A Genetic Algorithm Based Model for Feature Selection and SVM Kernel Parameters Optimization
Ehsan Adeli, M. Fathy
First Joint Congress on Intelligent and Fuzzy Systems, Ferdowsi University of Mashhad, Iran 2007 (Farsi). PDF

Ensemble of Evolved Neural Networks with Augmenting Topology and Feature Selection
B. H. Helmi, Ehsan Adeli, M. Fathy
$15^{th}$ Iranian Conf. on Electrical Eng., Iran Telecommunication Research Center, 152-157, Tehran, Iran 2007 (Farsi). PDF

A New Approach for Vehicle Detection in Congested Traffic Scenes Based on Strong Shadow Segmentation
Ehsan Adeli, M. Sadeghi, M. Fathy
3rd International Symposium on Visual Computing (ISVC), Part II, LNCS 4842, 427-436, Lake Tahoe, Nevada-California, November 26-28, 2007 PDF Computer Vision/ML