Ehsan Adeli

Palo Alto University — United States

Computer Science · Physical Sciences

45h-index14.2kcitations300works17.72yr avg
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Research Topics

Human Pose and Action Recognition(42), Anomaly Detection Techniques and Applications(39), Functional Brain Connectivity Studies(34), Domain Adaptation and Few-Shot Learning(29), Machine Learning in Healthcare(28)

Publications300 total

Person-centered noninvasive brain stimulation for aging-related neurological and mental disorders: A multi-dimensional framework for designing protocols
Neuroscience & Biobehavioral Reviews·2025
ViBES: A Conversational Agent with Behaviorally-Intelligent 3D Virtual Body
arXiv (Cornell University)·2025Open Access
Spherical Leech Quantization for Visual Tokenization and Generation
arXiv (Cornell University)·2025Open Access
Repurposing 2D Diffusion Models for 3D Shape Completion
arXiv (Cornell University)·2025Open Access
EchoGraph system for automated quality assessment of echocardiography reports
npj Digital Medicine·2025Open Access
Guest Editorial: Applications of Intelligent Environments to Health
IEEE Journal of Biomedical and Health Informatics·2025
A multi-dimensional transfer learning framework for studying reward-guided behaviors across species
Nature Mental Health·2025
Regularized CCA identifies sex-specific brain-behavior associations in adolescent psychopathology
Translational Psychiatry·2025Open Access
Cycle Diffusion Model for Counterfactual Image Generation
arXiv (Cornell University)·2025Open Access
Neural Autoregressive Modeling of Brain Aging
Lecture notes in computer science·2025
Latent Causal Modeling for 3D Brain MRI Counterfactuals
Lecture notes in computer science·2025
WASABI: A Metric for Evaluating Morphometric Plausibility of Synthetic Brain MRIs
Lecture notes in computer science·2025
Artist-Created Mesh Generation from Raw Observation
arXiv (Cornell University)·2025Open Access
Personalized cognitive enhancement for older adults: An aging-friendly closed-loop human-machine interface framework
Ageing Research Reviews·2025· 2 citedOpen Access
Human-like Content Analysis for Generative AI with Language-Grounded Sparse Encoders
arXiv (Cornell University)·2025Open Access
Statistical variability in comparing accuracy of neuroimaging based classification models via cross validation
Scientific Reports·2025· 3 citedOpen Access
UniEgoMotion: A Unified Model for Egocentric Motion Reconstruction, Forecasting, and Generation
arXiv (Cornell University)·2025Open Access
Neural Autoregressive Modeling of Brain Aging
arXiv (Cornell University)·2025Open Access
Efficient one-shot federated learning on medical data using knowledge distillation with image synthesis and client model adaptation
Medical Image Analysis·2025
Artificial Intelligence in Obsessive-Compulsive Disorder: A Systematic Review
Current Treatment Options in Psychiatry·2025· 4 citedOpen Access
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Frequent Co-authors

Dinggang Shen(17), Kilian M. Pohl(10), Juan Carlos Niebles(8), Qingyu Zhao(7), Li Fei-Fei(6), Dong Nie(6), Le An(5), Jun Zhang(4), Adolf Pfefferbaum(4), Edith V. Sullivan(4), Feng Shi(4), Guorong Wu(4), Yuyin Zhou(3), Reza Azad(3), Ehsan Khodapanah Aghdam(3), Sanaz Karimijafarbigloo(3), Dorit Merhof(3), Mingxia Liu(3), Mingxia Liu(3), De-An Huang(3)