Ehsan Adeli

14.5k total citations · 2 hit papers
139 papers, 4.6k citations indexed

About

Ehsan Adeli is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Radiology, Nuclear Medicine and Imaging. According to data from OpenAlex, Ehsan Adeli has authored 139 papers receiving a total of 4.6k indexed citations (citations by other indexed papers that have themselves been cited), including 58 papers in Computer Vision and Pattern Recognition, 53 papers in Artificial Intelligence and 32 papers in Radiology, Nuclear Medicine and Imaging. Recurrent topics in Ehsan Adeli's work include Functional Brain Connectivity Studies (20 papers), Domain Adaptation and Few-Shot Learning (15 papers) and Machine Learning in Healthcare (14 papers). Ehsan Adeli is often cited by papers focused on Functional Brain Connectivity Studies (20 papers), Domain Adaptation and Few-Shot Learning (15 papers) and Machine Learning in Healthcare (14 papers). Ehsan Adeli collaborates with scholars based in United States, South Korea and China. Ehsan Adeli's co-authors include Dinggang Shen, Jun Zhang, Kilian M. Pohl, Dong Nie, Mingxia Liu, Qingyu Zhao, J. Mahjoobi, Juan Carlos Niebles, Mingxia Liu and Han Zhang and has published in prestigious journals such as Nature Communications, SHILAP Revista de lepidopterología and IEEE Transactions on Pattern Analysis and Machine Intelligence.

In The Last Decade

Ehsan Adeli

131 papers receiving 4.5k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

TransUNet: Rethinking the U-Net architecture design for medical image segmentation through the lens of transformers

2024 287 citations Jieneng Chen, Jieru Mei et al. Medical Image Analysis profile →
Medical Image Segmentation Review: The Success of U-Net

2024 231 citations Ehsan Adeli et al. profile →

Peers

Countries citing papers authored by Ehsan Adeli

Since Specialization

Citations

This map shows the geographic impact of Ehsan Adeli's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Ehsan Adeli with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Ehsan Adeli more than expected).

Fields of papers citing papers by Ehsan Adeli

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Ehsan Adeli. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Ehsan Adeli. The network helps show where Ehsan Adeli may publish in the future.

Co-authorship network of co-authors of Ehsan Adeli

This figure shows the co-authorship network connecting the top 25 collaborators of Ehsan Adeli. A scholar is included among the top collaborators of Ehsan Adeli based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Ehsan Adeli. Ehsan Adeli is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Developing ICU Clinical Behavioral Atlas Using Ambient Intelligence and Computer Vision 2025 ·NEJM AI ·Wei Dai, Ehsan Adeli, (unknown), Dev Dash, Shrinidhi Kowshika Lakshmikanth, (unknown), Paul C. Tang, Amit Kaushal, Arnold Milstein, Li Fei-Fei, Kevin A. Schulman	2
2	Communication Efficient Federated Learning for Multi-Organ Segmentation via Knowledge Distillation With Image Synthesis 2025 ·IEEE Transactions on Medical Imaging ·Soopil Kim, Hee Jung Park, Philip Chikontwe, (unknown), Kyong Hwan Jin, Ehsan Adeli, Kilian M. Pohl, Sang Hyun Park	0
3	Artificial Intelligence in Obsessive-Compulsive Disorder: A Systematic Review 2025 ·Current Treatment Options in Psychiatry ·Jiyeong Kim, Juan S. Lezama-Pacheco, (unknown), Elias Aboujaoude, Peter van Roessel, (unknown), (unknown), (unknown), (unknown), Ehsan Adeli, Jane Kim, Manish Saggar, Shannon Wiltsey Stirman, Eric Kuhn, Kaustubh Supekar, Kilian M. Pohl, Carolyn I. Rodríguez	1
4	Metadata-conditioned generative models to synthesize anatomically-plausible 3D brain MRIs 2024 ·Medical Image Analysis ·Wei Peng, (unknown), Jiahong Ouyang, Robert Paul, Edith V. Sullivan, Adolf Pfefferbaum, Ehsan Adeli, Qingyu Zhao, Kilian M. Pohl	5
5	Federated learning with knowledge distillation for multi-organ segmentation with partially labeled datasets 2024 ·Medical Image Analysis ·Soopil Kim, Hee Jung Park, (unknown), Kyong Hwan Jin, Ehsan Adeli, Kilian M. Pohl, Sang Hyun Park	15
6	A health-equity framework for tailoring digital non-pharmacological interventions in aging 2024 ·Nature Mental Health ·Adam Turnbull, Michelle C. Odden, Christine E. Gould, Ehsan Adeli, Robert M. Kaplan, Feng Lin	3
7	TransUNet: Rethinking the U-Net architecture design for medical image segmentation through the lens of transformers breakdown → 2024 ·Medical Image Analysis ·Jieneng Chen, Jieru Mei, Xianhang Li, Yongyi Lu, Qihang Yu, Qingyue Wei, Xiangde Luo, Yutong Xie, Ehsan Adeli, Yan Wang, Matthew P. Lungren, Shaoting Zhang, Lei Xing, Le Lü, Alan Yuille, Yuyin Zhou	287
8	The Transition From Homogeneous to Heterogeneous Machine Learning in Neuropsychiatric Research 2024 ·SHILAP Revista de lepidopterología ·Qingyu Zhao, Kate B. Nooner, Susan F. Tapert, Ehsan Adeli, Kilian M. Pohl, Amy Kuceyeski, Mert R. Sabuncu	2
9	CCA identifies a neurophysiological marker of adaptation capacity that is reliably linked to internal locus of control of cognition in amnestic MCI 2023 ·GeroScience ·(unknown), Adam Turnbull, (unknown), Ehsan Adeli, Feng Lin	1
10	FedNN: Federated learning on concept drift data using weight and adaptive group normalizations 2023 ·Pattern Recognition ·(unknown), Soopil Kim, Kyong Hwan Jin, Ehsan Adeli, Kilian M. Pohl, Sang Hyun Park	15
11	One-Shot Federated Learning on Medical Data Using Knowledge Distillation with Image Synthesis and Client Model Adaptation 2023 ·Lecture notes in computer science ·(unknown), Philip Chikontwe, Soopil Kim, Kyong Hwan Jin, Ehsan Adeli, Kilian M. Pohl, Sang Hyun Park	5
12	Semantic instance segmentation with discriminative deep supervision for medical images 2022 ·Medical Image Analysis ·Sihang Zhou, Dong Nie, Ehsan Adeli, Wei Qian, Xuhua Ren, Xinwang Liu, En Zhu, Jianping Yin, Qian Wang, Dinggang Shen	13
13	MOMA: Multi-Object Multi-Actor Activity Parsing 2021 ·Neural Information Processing Systems ·Zelun Luo, (unknown), (unknown), (unknown), (unknown), Juan Carlos Niebles, Ehsan Adeli, Li Fei-Fei	7
14	FCN Based Label Correction for Multi-Atlas Guided Organ Segmentation 2020 ·Neuroinformatics ·(unknown), Hancan Zhu, Ehsan Adeli, Feng Shi, Dinggang Shen	12
15	Spatiotemporal Relationship Reasoning for Pedestrian Intent Prediction 2020 ·IEEE Robotics and Automation Letters ·Bingbin Liu, Ehsan Adeli, Zhangjie Cao, Kuan-Hui Lee, (unknown), Adrien Gaidon, Juan Carlos Niebles	125
16	Deep End-to-End One-Class Classifier 2020 ·IEEE Transactions on Neural Networks and Learning Systems ·Mohammad Sabokrou, Mahmood Fathy, Guoying Zhao, Ehsan Adeli	78
17	Cascaded MultiTask 3-D Fully Convolutional Networks for Pancreas Segmentation 2019 ·IEEE Transactions on Cybernetics ·Jie Xue, Kelei He, Dong Nie, Ehsan Adeli, (unknown), Seong‐Whan Lee, Yuanjie Zheng, Xiyu Liu, Dengwang Li, Dinggang Shen	55
18	Variational Autoencoder with Truncated Mixture of Gaussians for Functional Connectivity Analysis 2019 ·arXiv (Cornell University) ·Qingyu Zhao, Nicolas Honnorat, Ehsan Adeli, Kilian M. Pohl	1
19	Robust feature-sample linear discriminant analysis for brain disorders diagnosis 2015 ·Neural Information Processing Systems ·Ehsan Adeli, Kim‐Han Thung, Le An, Feng Shi, Dinggang Shen	20
20	Clustering Based Non-parametric Model for Shadow Detection in Video Sequences. 2009 ·IPCV ·Ehsan Adeli, (unknown), Mahmood Fathy	2

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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