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peopleFaculty

Ehsan Adeli

Clinical Assistant Professor, Psychiatry and Behavioral Sciences; Research Fellow, Computer Science

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Latest Related to Ehsan Adeli

Research
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Vision-based Estimation of MDS-UPDRS Gait Scoresfor Assessing Parkinson’s Disease Motor Severity

Kathleen Poston, Juan Carlos Niebles, Mandy Lu, Kilian M. Pohl, Ehsan Adeli, Adolf Pfefferbaum, Edith Sullivan, Fei-Fei Li
Nov 18

Vision-based Estimation of MDS-UPDRS Gait Scoresfor Assessing Parkinson’s Disease Motor Severity

Research
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Training Confounder-Free Deep Learning Models for Medical Applications

Kilian M. Pohl, Ehsan Adeli, Qingyu Zhao
Nov 25

Training Confounder-Free Deep Learning Models for Medical Applications

Research
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Representation Learning with Statistical Independence to Mitigate Bias

Juan Carlos Niebles, Ehsan Adeli, Kilian Pohl, Adolf Pfefferbaum, Edith Sullivan, Qingyu Zhao, Fei-Fei Li
Dec 03

Representation Learning with Statistical Independence to Mitigate Bias

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Inpainting Cropped Diffusion MRI using Deep Generative Models
Rafi Ayub, M.J. Meloy, Ehsan Adeli, Kilian Pohl, Adolf Pfefferbaum, Edith Sullivan, Qingyu Zhao
Dec 12, 2020
Research
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Inpainting Cropped Diffusion MRI using Deep Generative Models

Inpainting Cropped Diffusion MRI using Deep Generative Models

Rafi Ayub, M.J. Meloy, Ehsan Adeli, Kilian Pohl, Adolf Pfefferbaum, Edith Sullivan, Qingyu Zhao
Dec 12, 2020

Inpainting Cropped Diffusion MRI using Deep Generative Models

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Research
Spatio-Temporal Graph Convolution for Resting-State fMRI Analysis
Soham Gadgil, Kilian M. Pohl, Ehsan Adeli, Adolf Pfefferbaum, Qingyu Zhao
Nov 26, 2021
Research
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Spatio-Temporal Graph Convolution for Resting-State fMRI Analysis

Spatio-Temporal Graph Convolution for Resting-State fMRI Analysis

Soham Gadgil, Kilian M. Pohl, Ehsan Adeli, Adolf Pfefferbaum, Qingyu Zhao
Nov 26, 2021

Spatio-Temporal Graph Convolution for Resting-State fMRI Analysis

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Research
Self-Supervised Longitudinal Neighbourhood Embedding
Greg Zaharchuk, Jiahong Ouyang, Kilian M Pohl, Ehsan Adeli, Adolf Pfefferbaum, Qingyu Zhao
Nov 27, 2021
Research
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Self-Supervised Longitudinal Neighbourhood Embedding

Self-Supervised Longitudinal Neighbourhood Embedding

Greg Zaharchuk, Jiahong Ouyang, Kilian M Pohl, Ehsan Adeli, Adolf Pfefferbaum, Qingyu Zhao
Nov 27, 2021

Self-Supervised Longitudinal Neighbourhood Embedding

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Research
Scalable Differential Privacy with Sparse Network Fine-Tuning
Daniel Wu, Zelun Luo, Ehsan Adeli
Nov 28, 2021
Research
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Scalable Differential Privacy with Sparse Network Fine-Tuning

Scalable Differential Privacy with Sparse Network Fine-Tuning

Daniel Wu, Zelun Luo, Ehsan Adeli
Nov 28, 2021

Scalable Differential Privacy with Sparse Network Fine-Tuning

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Research
Representation Disentanglement for Multi-modal MR Analysis
Greg Zaharchuk, Jiahong Ouyang, Kilian M. Pohl, Ehsan Adeli, Qingyu Zhao
Dec 03, 2021
Research
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Representation Disentanglement for Multi-modal MR Analysis

Representation Disentanglement for Multi-modal MR Analysis

Greg Zaharchuk, Jiahong Ouyang, Kilian M. Pohl, Ehsan Adeli, Qingyu Zhao
Dec 03, 2021

Representation Disentanglement for Multi-modal MR Analysis

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Research
Metadata Normalization
Juan Carlos Niebles, Mandy Lu, Kilian M. Pohl, Ehsan Adeli, Jiequan Zhang, Qingyu Zhao
Dec 08, 2021
Research
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Metadata Normalization

Metadata Normalization

Juan Carlos Niebles, Mandy Lu, Kilian M. Pohl, Ehsan Adeli, Jiequan Zhang, Qingyu Zhao
Dec 08, 2021

Metadata Normalization

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Research
MOMA: Multi-Object Multi-Actor Activity Parsing
Juan Carlos Niebles, Michael Cooper, Siddharth Kapoor, Wanze Xie, Yiyun Liang, Zelun Luo, Ehsan Adeli
Dec 09, 2021
Research
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MOMA: Multi-Object Multi-Actor Activity Parsing

MOMA: Multi-Object Multi-Actor Activity Parsing

Juan Carlos Niebles, Michael Cooper, Siddharth Kapoor, Wanze Xie, Yiyun Liang, Zelun Luo, Ehsan Adeli
Dec 09, 2021

MOMA: Multi-Object Multi-Actor Activity Parsing

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Research
Longitudinal Self-Supervised Learning
Zixuan Liu, Kilian M. Pohl, Ehsan Adeli, Qingyu Zhao
Dec 10, 2021
Research
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Longitudinal Self-Supervised Learning

Longitudinal Self-Supervised Learning

Zixuan Liu, Kilian M. Pohl, Ehsan Adeli, Qingyu Zhao
Dec 10, 2021

Longitudinal Self-Supervised Learning

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Research
Longitudinal Pooling & Consistency Regularization to Model Disease Progression from MRIs
Jiahong Ouyang, Kilian M Pohl, Susan F Tapert, Ehsan Adeli, Adolf Pfefferbaum, Qingyu Zhao
Dec 12, 2021
Research
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Longitudinal Pooling & Consistency Regularization to Model Disease Progression from MRIs

Longitudinal Pooling & Consistency Regularization to Model Disease Progression from MRIs

Jiahong Ouyang, Kilian M Pohl, Susan F Tapert, Ehsan Adeli, Adolf Pfefferbaum, Qingyu Zhao
Dec 12, 2021

Longitudinal Pooling & Consistency Regularization to Model Disease Progression from MRIs

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Research
Longitudinal Correlation Analysis for Decoding Multi-Modal Brain Development
Kilian M. Pohl, Ehsan Adeli, Qingyu Zhao
Dec 14, 2021
Research
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Longitudinal Correlation Analysis for Decoding Multi-Modal Brain Development

Longitudinal Correlation Analysis for Decoding Multi-Modal Brain Development

Kilian M. Pohl, Ehsan Adeli, Qingyu Zhao
Dec 14, 2021

Longitudinal Correlation Analysis for Decoding Multi-Modal Brain Development

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Research
Going Beyond Saliency Maps: Training Deep Models to Interpret Deep Models
Zixuan Liu, Kilian M. Pohl, Ehsan Adeli, Qingyu Zhao
Dec 18, 2021
Research
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Going Beyond Saliency Maps: Training Deep Models to Interpret Deep Models

Going Beyond Saliency Maps: Training Deep Models to Interpret Deep Models

Zixuan Liu, Kilian M. Pohl, Ehsan Adeli, Qingyu Zhao
Dec 18, 2021

Going Beyond Saliency Maps: Training Deep Models to Interpret Deep Models

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Research
Association of Heavy Drinking With Deviant Fiber Tract Development in Frontal Brain Systems in Adolescents
Fiona C. Baker, Ian M. Colrain, James Voyvodic, Kate B. Nooner, Michael D. De Bellis, Nicolas Honnorat, Sandra A. Brown, Simon Podhajsky, Susan F. Tapert, Wesley K. Thompson, Bonnie J. Nagel, Duncan B. Clark, Ehsan Adeli, Qingyu Zhao
Dec 25, 2021
Research
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Association of Heavy Drinking With Deviant Fiber Tract Development in Frontal Brain Systems in Adolescents

Association of Heavy Drinking With Deviant Fiber Tract Development in Frontal Brain Systems in Adolescents

Fiona C. Baker, Ian M. Colrain, James Voyvodic, Kate B. Nooner, Michael D. De Bellis, Nicolas Honnorat, Sandra A. Brown, Simon Podhajsky, Susan F. Tapert, Wesley K. Thompson, Bonnie J. Nagel, Duncan B. Clark, Ehsan Adeli, Qingyu Zhao
Dec 25, 2021

Association of Heavy Drinking With Deviant Fiber Tract Development in Frontal Brain Systems in Adolescents

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Research
Multi-Label, Multi-Domain Learning Identifies Compounding Effects of HIV and Cognitive Impairment
Ehsan Adeli, Kilian Pohl, Adolf Pfefferbaum, Edith Sullivan, Jiequan Zhang, Qingyu Zhao, Robert Paul, Victor Valcour
Mar 20, 2022
Research
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Multi-Label, Multi-Domain Learning Identifies Compounding Effects of HIV and Cognitive Impairment

Multi-Label, Multi-Domain Learning Identifies Compounding Effects of HIV and Cognitive Impairment

Ehsan Adeli, Kilian Pohl, Adolf Pfefferbaum, Edith Sullivan, Jiequan Zhang, Qingyu Zhao, Robert Paul, Victor Valcour
Mar 20, 2022

Multi-Label, Multi-Domain Learning Identifies Compounding Effects of HIV and Cognitive Impairment

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Research