Leaderboards/Medical Imaging and Analysis

Medical Imaging and Analysis

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Xiangde Luo
Stanford University
2
Akmalbek Abdusalomov
Tashkent University of Information Technology
3
Arkapravo Chattopadhyay
University of Alberta
4
Ηλίας Δρίτσας
Industrial Systems Institute
5
Amir Ebrahimi Ghahnavieh
Shahid Bahonar University of Kerman
6
Vinodkumar Mohanakurup
Bell (Canada)
7
Mohammed Gamal Ragab
Universiti Teknologi Petronas
8
Rehan Raza
Murdoch University
9
Seyed Masoud Ghoreishi Mokri
Privolzhsky Research Medical University
10
Sidratul Montaha
University of Calgary

Rising Stars Papers

1
Using Convolutional Neural Network to Design and Predict the Forces and Kinematic Performance and External Rotation Moment of the Hip Joint in the Pelvis
International Journal of Innovative Science and Research Technology (IJISRT)|2024
511 cit.
2
RNN-LSTM: From applications to modeling techniques and beyond—Systematic review
Journal of King Saud University - Computer and Information Sciences|2024
433 cit.
3
Predicting the Performance and Adaptation of Artificial Elbow Due to Effective Forces using Deep Learning
International Journal of Innovative Science and Research Technology (IJISRT)|2024
275 cit.
4
A Comprehensive Systematic Review of YOLO for Medical Object Detection (2018 to 2023)
IEEE Access|2024
254 cit.
5
Using RNN Artificial Neural Network to Predict the Occurrence of Gastric Cancer in the Future of the World
International Journal of Innovative Science and Research Technology (IJISRT)|2024
235 cit.
6
Diagnosis and Evaluation of Stomach Surgery with CNN Neural Network
International Journal of Innovative Science and Research Technology (IJISRT)|2024
234 cit.
7
Remote Sensing and Geospatial Analysis in the Big Data Era: A Survey
Remote Sensing|2025
108 cit.
8
Federated Learning for IoT: A Survey of Techniques, Challenges, and Applications
Journal of Sensor and Actuator Networks|2025
99 cit.
9
Edge and Cloud Computing in Smart Cities
Future Internet|2025
78 cit.
10
Multimodal Interaction, Interfaces, and Communication: A Survey
Multimodal Technologies and Interaction|2025
56 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Martin Segeroth
Hospital Base
2
Adrian V. Dalca
Harvard University
3
Jan S. Kirschke
TUM Klinikum
4
Guotai Wang
University of Electronic Science and Technology of China
5
Claudia Lindner
University of Manchester
6
Kharedine Ben Mahfoudhe
Hopital Universitaire Habib Bourguiba
7
Ford Holland
Rhode Island College
8
Mathias Unberath
Johns Hopkins University
9
Μαρία Τρίγκα
University of West Attica
10
Xinyan Zhao
Harbin Institute of Technology

Emerging Leaders Papers

1
TotalSegmentator: Robust Segmentation of 104 Anatomic Structures in CT Images
Radiology Artificial Intelligence|2023
1.3k cit.
2
Stroke Risk Prediction with Machine Learning Techniques
Sensors|2022
278 cit.
3
ISLES 2022: A multi-center magnetic resonance imaging stroke lesion segmentation dataset
Scientific Data|2022
166 cit.
4
UniverSeg: Universal Medical Image Segmentation
Unknown Journal|2023
159 cit.
5
Lung Cancer Risk Prediction with Machine Learning Models
Big Data and Cognitive Computing|2022
150 cit.
6
Machine Learning Techniques for Chronic Kidney Disease Risk Prediction
Big Data and Cognitive Computing|2022
143 cit.
7
Supervised Machine Learning Models for Liver Disease Risk Prediction
Computers|2023
115 cit.
8
Synthetic data accelerates the development of generalizable learning-based algorithms for X-ray image analysis
Nature Machine Intelligence|2023
110 cit.
9
Remote Sensing and Geospatial Analysis in the Big Data Era: A Survey
Remote Sensing|2025
108 cit.
10
Efficient Data-Driven Machine Learning Models for Cardiovascular Diseases Risk Prediction
Sensors|2023
102 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Pheng‐Ann Heng
Chinese University of Hong Kong
2
Dinggang Shen
ShanghaiTech University
3
Ben Glocker
Imperial College London
4
Michael C. Nevitt
University of California, San Francisco
5
Michael I. Miller
Johns Hopkins University
6
Robert A. Robinson
University of Iowa Hospitals and Clinics
7
Alan C. Evans
Montreal Neurological Institute and Hospital
8
Nicola De Stefano
University of Siena
9
Daniel Rueckert
Munich Center for Machine Learning
10
Christos Davatzikos
Artificial Intelligence in Medicine (Canada)

Current Senior Leaders Papers

1
Nonrigid registration using free-form deformations: application to breast MR images
IEEE Transactions on Medical Imaging|1999
5.3k cit.
2
A nonparametric method for automatic correction of intensity nonuniformity in MRI data
IEEE Transactions on Medical Imaging|1998
4.8k cit.
3
Vertebral fracture assessment using a semiquantitative technique
Journal of Bone and Mineral Research|1993
3.7k cit.
4
Efficient multi-scale 3D CNN with fully connected CRF for accurate brain lesion segmentation
Medical Image Analysis|2016
3.5k cit.
5
Automatic 3D Intersubject Registration of MR Volumetric Data in Standardized Talairach Space
Journal of Computer Assisted Tomography|1994
3.5k cit.
6
Advancing The Cancer Genome Atlas glioma MRI collections with expert segmentation labels and radiomic features
Scientific Data|2017
3k cit.
7
A unified statistical approach for determining significant signals in images of cerebral activation
Human Brain Mapping|1996
2.9k cit.
8
H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation From CT Volumes
IEEE Transactions on Medical Imaging|2018
2.5k cit.
9
Accurate, Robust, and Automated Longitudinal and Cross-Sectional Brain Change Analysis
NeuroImage|2002
2.1k cit.
10
Assessing the significance of focal activations using their spatial extent
Human Brain Mapping|1994
1.9k cit.

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