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Ehsan Adeli | Stanford HAI

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peopleFaculty

Ehsan Adeli

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

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

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, Qingyu Zhao, Ehsan Adeli
Dec 25
Research
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Association of Heavy Drinking With Deviant Fiber Tract Development in Frontal Brain Systems in Adolescents

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

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

Longitudinal Correlation Analysis for Decoding Multi-Modal Brain Development

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

Longitudinal Pooling & Consistency Regularization to Model Disease Progression from MRIs

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

Longitudinal Self-Supervised Learning

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

Longitudinal Self-Supervised Learning

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

MOMA: Multi-Object Multi-Actor Activity Parsing

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

MOMA: Multi-Object Multi-Actor Activity Parsing

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

Metadata Normalization

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

Metadata Normalization

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

Representation Disentanglement for Multi-modal MR Analysis

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

Representation Disentanglement for Multi-modal MR Analysis

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

Self-Supervised Longitudinal Neighbourhood Embedding

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

Self-Supervised Longitudinal Neighbourhood Embedding

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

Spatio-Temporal Graph Convolution for Resting-State fMRI Analysis

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

Inpainting Cropped Diffusion MRI using Deep Generative Models

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Research
Representation Learning with Statistical Independence to Mitigate Bias
Adolf Pfefferbaum, Edith Sullivan, Qingyu Zhao, Juan Carlos Niebles, Ehsan Adeli, Kilian Pohl, Fei-Fei Li
Dec 03, 2020
Research
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Representation Learning with Statistical Independence to Mitigate Bias

Representation Learning with Statistical Independence to Mitigate Bias

Adolf Pfefferbaum, Edith Sullivan, Qingyu Zhao, Juan Carlos Niebles, Ehsan Adeli, Kilian Pohl, Fei-Fei Li
Dec 03, 2020

Representation Learning with Statistical Independence to Mitigate Bias

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Research
Training Confounder-Free Deep Learning Models for Medical Applications
Kilian M. Pohl, Qingyu Zhao, Ehsan Adeli
Nov 25, 2020
Research
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Training Confounder-Free Deep Learning Models for Medical Applications

Training Confounder-Free Deep Learning Models for Medical Applications

Kilian M. Pohl, Qingyu Zhao, Ehsan Adeli
Nov 25, 2020

Training Confounder-Free Deep Learning Models for Medical Applications

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Research
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