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E

Ehsan Adeli

Stanford Medicine

45H-index
300Paper Count
1.4WCitation Count
Published Papers 61
Publication Date
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A framework of digital biomarkers for neurodegenerative diseases
errNature Reviews Bioengineering
IF37.6
err2026-07-01
err1
PREAI
errNerrise, Favour; Schutz, Narayan; Zhao, Qingyu; Gould, Christine; Milstein, Arnold; Schulman, Kevin; Henderson, Victor W.; Landay, James; Fei-Fei, Li; Lin, Feng Vankee; Adeli, Ehsan
errShare
errSave
Generating Novel Brain Morphology by Deforming Learned Templates
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT II
IF0
err2026-01-01
err1
PREAI
errWang, Alan Q.; Huang, Fangrui; Trang, Bailey; Peng, Wei; Abbasi, Mohammad; Pohl, Kilian; Sabuncu, Mert R.; Adeli, Ehsan
errShare
errSave
WASABI: A Metric for Evaluating Morphometric Plausibility of Synthetic Brain MRIs
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT II
IF0
err2026-01-01
err0
PREAI
errJafrasteh, Bahram; Peng, Wei; Wan, Cheng; Luo, Yimin; Adeli, Ehsan; Zhao, Qingyu
errShare
errSave
Latent Causal Modeling for 3D Brain MRI Counterfactuals
errDEEP GENERATIVE MODELS, DGM4MICCAI 2025
IF0
err2026-01-01
err0
PREAI
errPeng, Wei; Xia, Tian; Ribeiro, Fabio De Sousa; Bosschieter, Tomas; Adeli, Ehsan; Zhao, Qingyu; Glocker, Ben; Pohl, Kilian M.
errShare
errSave
Cycle Diffusion Model for Counterfactual Image Generation
errPREDICTIVE INTELLIGENCE IN MEDICINE, PRIME 2025
IF0
err2026-01-01
err0
PREAI
errHuang, Fangrui; Wang, Alan; Li, Binxu; Trang, Bailey; Yesiloglu, Ridvan; Hua, Tianyu; Peng, Wei; Adeli, Ehsan
errShare
errSave
Person-Centered Noninvasive Brain Stimulation for Aging-Related Neurological and Mental Disorders: A Multi-Dimensional Framework for Designing Protocols
errNeuroscience & Biobehavioral Reviews
IF0
err2025-12-19
err0
PREAI
errSa Zhou; Corey J. Keller; Nai-Feng Chen; Ehsan Adeli; F. Vankee Lin
errShare
errSave
EchoGraph system for automated quality assessment of echocardiography reports
errnpj Digital Medicine
IF15.1
err2025-12-10
err0
errOAAI
errChieh-Ju Chao; Jean-Benoit Delbrouck; Mohammad Asadi; Imon Banerjee; Juan M. Farina; Francesca Galasso; Ahmed K. Mahmoud; Mohammed Tiseer Abbas; Yu-Chiang Wang; Reza Arsanjani; Garvan C. Kane; Jae K. Oh; Bradley J. Erickson; Li Fei-Fei; Ehsan Adeli; Curtis Langlotz
errShare
errSave
Guest Editorial: Applications of Intelligent Environments to Health
errIEEE Journal of Biomedical and Health Informatics
IF6.8
err2025-12-08
err0
PREAI
errMiguel J. Hornos; Ehsan Adeli; Víctor M. Zamudio
errShare
errSave
Regularized CCA identifies sex-specific brain-behavior associations in adolescent psychopathology
errTranslational Psychiatry
IF6.2
err2025-10-17
err0
errOAAI
errLeo Milecki; Camila Gonzalez; Ehsan Adeli; Kate B. Nooner; Mert R. Sabuncu; Amy Kuceyeski; Qingyu Zhao
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errSave
Personalized cognitive enhancement for older adults: An aging-friendly closed-loop human-machine interface framework
errAgeing Research Reviews
IF12.4
err2025-08-22
err0
PREAI
errSa Zhou; Yang Liu; Adam Turnbull; Cristiano Tapparello; Ehsan Adeli; F. Vankee Lin
errShare
errSave
Efficient one-shot federated learning on medical data using knowledge distillation with image synthesis and client model adaptation
errMedical Image Analysis
IF11.8
err2025-07-14
err0
PREAI
errMyeongkyun Kang; Philip Chikontwe; Soopil Kim; Kyong Hwan Jin; Ehsan Adeli; Kilian M. Pohl; Sang Hyun Park
errShare
errSave
The Transition From Homogeneous to Heterogeneous Machine Learning in Neuropsychiatric Research
errBIOLOGICAL PSYCHIATRY: GLOBAL OPEN SCIENCE
IF3.7
err2025-01-01
err1
errOAAI
errZhao, Qingyu; Nooner, Kate B.; Tapert, Susan F.; Adeli, Ehsan; Pohl, Kilian M.; Kuceyeski, Amy; Sabuncu, Mert R.
errShare
errSave
Metadata-conditioned generative models to synthesize anatomically-plausible 3D brain MRIs
errMEDICAL IMAGE ANALYSIS
IF11.8
err2024-12-01
err1
errOAAI
errPeng, Wei; Bosschieter, Tomas; Ouyang, Jiahong; Paul, Robert; Sullivan, Edith, V; Pfefferbaum, Adolf; Adeli, Ehsan; Zhao, Qingyu; Pohl, Kilian M.
errShare
errSave
Profiles of brain topology for dual-functional stability in old age
errGEROSCIENCE
IF5.4
err2024-10-21
err0
PREAI
errZhou, Sa; Anthony, Mia; Adeli, Ehsan; Lin, F. Vankee
errShare
errSave
TransUNet: Rethinking the U-Net architecture design for medical image segmentation through the lens of transformers
errMEDICAL IMAGE ANALYSIS
IF11.8
err2024-10-01
err26
errOAAI
errChen, Jieneng; Mei, Jieru; Li, Xianhang; Lu, Yongyi; Yu, Qihang; Wei, Qingyue; Luo, Xiangde; Xie, Yutong; Adeli, Ehsan; Wang, Yan; Lungren, Matthew P.; Zhang, Shaoting; Xing, Lei; Lu, Le; Yuille, Alan; Zhou, Yuyin
errShare
errSave
Data-driven discovery of movement-linked heterogeneity in neurodegenerative diseases
errNATURE MACHINE INTELLIGENCE
IF23.9
err2024-08-09
err1
PREAI
errEndo, Mark; Nerrise, Favour; Zhao, Qingyu; Sullivan, Edith V.; Fei-Fei, Li; Henderson, Victor W.; Pohl, Kilian M.; Poston, Kathleen L.; Adeli, Ehsan
errShare
errSave
Vision-based estimation of fatigue and engagement in cognitive training sessions
errARTIFICIAL INTELLIGENCE IN MEDICINE
IF6.2
err2024-08-01
err1
errOAAI
errWang, Yanchen; Turnbull, Adam; Xu, Yunlong; Heffner, Kathi; Lin, Feng Vankee; Adeli, Ehsan
errShare
errSave
Federated learning with knowledge distillation for multi-organ segmentation with partially labeled datasets
errMEDICAL IMAGE ANALYSIS
IF11.8
err2024-07-01
err3
PREAI
errKim, Soopil; Park, Heejung; Kang, Myeongkyun; Jin, Kyong Hwan; Adeli, Ehsan; Pohl, Kilian M.; Park, Sang Hyun
errShare
errSave
FedNN: Federated learning on concept drift data using weight and adaptive group normalizations
errPATTERN RECOGNITION
IF7.6
err2024-05-01
err4
PREAI
errKang, Myeongkyun; Kim, Soopil; Jin, Kyong Hwan; Adeli, Ehsan; Pohl, Kilian M.; Park, Sang Hyun
errShare
errSave
CCA identifies a neurophysiological marker of adaptation capacity that is reliably linked to internal locus of control of cognition in amnestic MCI
errGEROSCIENCE
IF5.4
err2023-01-26
err1
errOAAI
errPeralta-Malvaez, Lizbeth; Turnbull, Adam; Anthony, Mia; Adeli, Ehsan; Lin, F. Vankee
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
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Dinggang Shen
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H-index: 141 · Papers: 745
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Li Fei-Fei
H-index: 137 · Papers: 751
A
Alan Yuille
H-index: 135 · Papers: 1.2K
J
Jae K. Oh
H-index: 125 · Papers: 809
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