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 sort by overperformance

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 →

Author Peers

Peers are selected by citation overlap in the author's most active subfields. citations · hero ref

Author						Papers	Cites
Ehsan Adeli	1.6k	1.6k	1.2k	800	533	139	4.6k
Weidong Cai	2.4k 1.5×	3.0k 1.9×	2.1k 1.7×	792 1.0×	432 0.8×	303	7.0k
Yuanjie Zheng	1.6k 1.0×	2.4k 1.5×	3.6k 3.1×	834 1.0×	1.5k 2.8×	244	8.9k
Baiying Lei	3.1k 2.0×	2.6k 1.7×	2.4k 2.0×	1.0k 1.3×	844 1.6×	296	8.1k
Guorong Wu	1.7k 1.1×	2.5k 1.6×	2.9k 2.4×	871 1.1×	1.1k 2.1×	204	7.0k
Marc Niethammer	1.3k 0.8×	2.2k 1.4×	1.7k 1.4×	337 0.4×	319 0.6×	179	5.1k
Hamid Soltanian‐Zadeh	1.3k 0.8×	2.4k 1.5×	2.3k 1.9×	818 1.0×	1.4k 2.6×	456	7.3k
Carole H. Sudre	604 0.4×	878 0.6×	1.2k 1.0×	643 0.8×	308 0.6×	108	4.5k
Manuel Graña	1.6k 1.0×	971 0.6×	629 0.5×	286 0.4×	780 1.5×	304	4.7k
Mads Nielsen	2.2k 1.4×	4.2k 2.7×	1.5k 1.2×	357 0.4×	306 0.6×	186	8.2k

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

Dai, Wei, Ehsan Adeli, Dev Dash, et al.. (2025). Developing ICU Clinical Behavioral Atlas Using Ambient Intelligence and Computer Vision. NEJM AI. 2(2). 2 indexed citations

Kim, Soopil, Hee Jung Park, Philip Chikontwe, et al.. (2025). Communication Efficient Federated Learning for Multi-Organ Segmentation via Knowledge Distillation With Image Synthesis. IEEE Transactions on Medical Imaging. 44(5). 2079–2092.

Peng, Wei, Jiahong Ouyang, Robert Paul, et al.. (2024). Metadata-conditioned generative models to synthesize anatomically-plausible 3D brain MRIs. Medical Image Analysis. 98. 103325–103325. 5 indexed citations

Kim, Soopil, Hee Jung Park, Kyong Hwan Jin, et al.. (2024). Federated learning with knowledge distillation for multi-organ segmentation with partially labeled datasets. Medical Image Analysis. 95. 103156–103156. 15 indexed citations

Turnbull, Adam, Michelle C. Odden, Christine E. Gould, et al.. (2024). A health-equity framework for tailoring digital non-pharmacological interventions in aging. Nature Mental Health. 2(11). 1277–1284. 3 indexed citations

Chen, Jieneng, Jieru Mei, Xianhang Li, et al.. (2024). TransUNet: Rethinking the U-Net architecture design for medical image segmentation through the lens of transformers. Medical Image Analysis. 97. 103280–103280. 287 indexed citations breakdown →

Zhao, Qingyu, Kate B. Nooner, Susan F. Tapert, et al.. (2024). The Transition From Homogeneous to Heterogeneous Machine Learning in Neuropsychiatric Research. SHILAP Revista de lepidopterología. 5(1). 100397–100397. 2 indexed citations

Wang, Yanchen, Adam Turnbull, Yunlong Xu, et al.. (2024). Vision-based estimation of fatigue and engagement in cognitive training sessions. Artificial Intelligence in Medicine. 154. 102923–102923. 2 indexed citations

Zhao, Qingyu, Edith V. Sullivan, Li Fei-Fei, et al.. (2024). Data-driven discovery of movement-linked heterogeneity in neurodegenerative diseases. Nature Machine Intelligence. 6(9). 1034–1045. 3 indexed citations

10.

Kim, Soopil, et al.. (2023). FedNN: Federated learning on concept drift data using weight and adaptive group normalizations. Pattern Recognition. 149. 110230–110230. 15 indexed citations

11.

Turnbull, Adam, et al.. (2023). CCA identifies a neurophysiological marker of adaptation capacity that is reliably linked to internal locus of control of cognition in amnestic MCI. GeroScience. 45(3). 1803–1815. 1 indexed citations

12.

Chikontwe, Philip, Soopil Kim, Kyong Hwan Jin, et al.. (2023). One-Shot Federated Learning on Medical Data Using Knowledge Distillation with Image Synthesis and Client Model Adaptation. Lecture notes in computer science. 14221. 521–531. 5 indexed citations

13.

Luo, Zelun, et al.. (2021). MOMA: Multi-Object Multi-Actor Activity Parsing. Neural Information Processing Systems. 34. 7 indexed citations

14.

Zhu, Hancan, et al.. (2020). FCN Based Label Correction for Multi-Atlas Guided Organ Segmentation. Neuroinformatics. 18(2). 319–331. 12 indexed citations

15.

Liu, Bingbin, Ehsan Adeli, Zhangjie Cao, et al.. (2020). Spatiotemporal Relationship Reasoning for Pedestrian Intent Prediction. IEEE Robotics and Automation Letters. 5(2). 3485–3492. 125 indexed citations

16.

Sabokrou, Mohammad, Mahmood Fathy, Guoying Zhao, & Ehsan Adeli. (2020). Deep End-to-End One-Class Classifier. IEEE Transactions on Neural Networks and Learning Systems. 32(2). 675–684. 78 indexed citations

17.

Xue, Jie, Kelei He, Dong Nie, et al.. (2019). Cascaded MultiTask 3-D Fully Convolutional Networks for Pancreas Segmentation. IEEE Transactions on Cybernetics. 51(4). 2153–2165. 55 indexed citations

18.

Zhao, Qingyu, Nicolas Honnorat, Ehsan Adeli, & Kilian M. Pohl. (2019). Variational Autoencoder with Truncated Mixture of Gaussians for Functional Connectivity Analysis. arXiv (Cornell University). 1 indexed citations

19.

Adeli, Ehsan, Kim‐Han Thung, Le An, Feng Shi, & Dinggang Shen. (2015). Robust feature-sample linear discriminant analysis for brain disorders diagnosis. Neural Information Processing Systems. 28. 658–666. 20 indexed citations

20.

Adeli, Ehsan, et al.. (2009). Clustering Based Non-parametric Model for Shadow Detection in Video Sequences.. IPCV. 440–445. 2 indexed citations

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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