Publications by authors named "Ehsan Adeli"

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AI-assisted modeling of attention quantifies engagement and predicts cognitive improvement in older adults.
Yang Merik Liu, Adam Turnbull, Meishan Ai, Mia Anthony, Kathi L Heffner, Ehsan Adeli

bioRxiv· December 2025

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Personalized cognitive enhancement for older adults: An aging-friendly closed-loop human-machine interface framework.
Sa Zhou, Yang Liu, Adam Turnbull, Cristiano Tapparello, Ehsan Adeli

Ageing Res Rev· December 2025

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EchoGraph system for automated quality assessment of echocardiography reports.
Chieh-Ju Chao, Jean-Benoit Delbrouck, Mohammad Asadi, Imon Banerjee, Juan M Farina, Ehsan Adeli

NPJ Digit Med· December 2025

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Person-Centered Noninvasive Brain Stimulation for Aging-Related Neurological and Mental Disorders: A Multi-Dimensional Framework for Designing Protocols.
Sa Zhou, Corey J Keller, Nai-Feng Chen, Ehsan Adeli, F Vankee Lin

Neurosci Biobehav Rev· December 2025

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Efficient one-shot federated learning on medical data using knowledge distillation with image synthesis and client model adaptation.
Myeongkyun Kang, Philip Chikontwe, Soopil Kim, Kyong Hwan Jin, Ehsan Adeli

Med Image Anal· October 2025

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Regularized CCA identifies sex-specific brain-behavior associations in adolescent psychopathology.
Leo Milecki, Camila Gonzalez, Ehsan Adeli, Kate B Nooner, Mert R Sabuncu

Transl Psychiatry· October 2025

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Statistical variability in comparing accuracy of neuroimaging based classification models via cross validation.
Bahram Jafrasteh, Ehsan Adeli, Kilian M Pohl, Amy Kuceyeski, Mert R Sabuncu

Sci Rep· August 2025

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Rendering Humans behind Occlusions.
Tiange Xiang, Adam Sun, Scott Delp, Kazuki Kozuka, Li Fei-Fei, Ehsan Adeli

IEEE Trans Pattern Anal Mach Intell· August 2025

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Generating Novel Brain Morphology by Deforming Learned Templates.
Alan Q Wang, Fangrui Huang, Bailey Trang, Wei Peng, Mohammad Abbasi, Ehsan Adeli

ArXiv· July 2025

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Foundation versus domain-specific models for left ventricular segmentation on cardiac ultrasound.
Chieh-Ju Chao, Yunqi Richard Gu, Wasan Kumar, Tiange Xiang, Lalith Appari, Ehsan Adeli

NPJ Digit Med· June 2025

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Artificial Intelligence in Obsessive-Compulsive Disorder: A Systematic Review.
Jiyeong Kim, Juan Pablo Gonzalez Pacheco, Ashleigh Golden, Elias Aboujaoude, Peter van Roessel, Ehsan Adeli

Curr Treat Options Psychiatry· June 2025

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Communication Efficient Federated Learning for Multi-Organ Segmentation via Knowledge Distillation With Image Synthesis.
Soopil Kim, Heejung Park, Philip Chikontwe, Myeongkyun Kang, Kyong Hwan Jin, Ehsan Adeli

IEEE Trans Med Imaging· May 2025

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Evaluating large language models in echocardiography reporting: opportunities and challenges.
Chieh-Ju Chao, Imon Banerjee, Reza Arsanjani, Chadi Ayoub, Andrew Tseng, Ehsan Adeli

Eur Heart J Digit Health· May 2025

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Profiles of brain topology for dual-functional stability in old age.
Sa Zhou, Mia Anthony, Ehsan Adeli, F Vankee Lin

Geroscience· April 2025

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Non-parametric prediction of brain MRI microstructure using transfer learning.
Gustavo Chau Loo Kung, Emmanuelle M M Weber, Ankita Batra, Lijun Ni, Michael Zeineh, Ehsan Adeli

Imaging Neurosci (Camb)· April 2025

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Establishing Clinically Operational Domains of Multidimensional Frailty: A Consensus Approach to Improve Multidimensional Frailty Diagnosis at Point of Care.
Lauren M Shapiro, Shipra Arya, Ehsan Adeli, Michael Fredericson, Robert M Kaplan

Gerontologist· March 2025

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GAMMA-PD: Graph-based Analysis of Multi-Modal Motor Impairment Assessments in Parkinson's Disease.
Favour Nerrise, Alice Louise Heiman, Ehsan Adeli

Graphs Biomed Image Anal (2024)· March 2025

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The Transition From Homogeneous to Heterogeneous Machine Learning in Neuropsychiatric Research.
Qingyu Zhao, Kate B Nooner, Susan F Tapert, Ehsan Adeli, Kilian M Pohl

Biol Psychiatry Glob Open Sci· January 2025

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Metadata-conditioned generative models to synthesize anatomically-plausible 3D brain MRIs.
Wei Peng, Tomas Bosschieter, Jiahong Ouyang, Robert Paul, Edith V Sullivan, Ehsan Adeli

Med Image Anal· December 2024

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SpaRG: Sparsely Reconstructed Graphs for Generalizable fMRI Analysis.
Camila González, Yanis Miraoui, Yiran Fan, Ehsan Adeli, Kilian M Pohl

Mach Learn Clin Neuroimaging (2024)· December 2024

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Brain-Cognition Fingerprinting via Graph-GCCA with Contrastive Learning.
Yixin Wang, Wei Peng, Yu Zhang, Ehsan Adeli, Qingyu Zhao

Mach Learn Clin Neuroimaging (2024)· December 2024

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A health-equity framework for tailoring digital non-pharmacological interventions in aging.
Adam Turnbull, Michelle C Odden, Christine E Gould, Ehsan Adeli, Robert M Kaplan

Nat Ment Health· November 2024

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Neurocognitive Latent Space Regularization for Multi-Label Diagnosis from MRI.
Jocasta Manasseh-Lewis, Felipe Godoy, Wei Peng, Robert Paul, Ehsan Adeli

Predict Intell Med· October 2024

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SOM2LM: Self-Organized Multi-Modal Longitudinal Maps.
Jiahong Ouyang, Qingyu Zhao, Ehsan Adeli, Greg Zaharchuk, Kilian M Pohl

Med Image Comput Comput Assist Interv· October 2024

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Data-Driven Discovery of Movement-Linked Heterogeneity in Neurodegenerative Diseases.
Mark Endo, Favour Nerrise, Qingyu Zhao, Edith V Sullivan, Li Fei-Fei, Ehsan Adeli

Nat Mach Intell· September 2024

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