Leaderboards/Medical Imaging Techniques and Applications

Medical Imaging Techniques and Applications

Last updated July 15, 2026

Rising Stars

Fresh ink, massive impact

Researchers

1
Xiangyu Ou
Linköping University
2
Suraj Pai
Mass General Brigham
3
Stanisław Szymanowicz
University of Oxford
4
Julia Brosch-Lenz
Parents' Place of Maryland
5
Olga Maria Dona Lemus
University of Miami
6
Jiayi Pan
Sun Yat-sen University
7
Mikel Byrne
Cancer Council Queensland
8
Valentin Oreiller
HES-SO University of Applied Sciences and Arts Western Switzerland
9
Vanessa Nadig
RWTH Aachen University
10
George Yiasemis
The Netherlands Cancer Institute

Papers

1
Publication in Nature Machine Intelligence (2024) [171 citations, W4392850630]
Nature Machine Intelligence|2024
171 cit.
2
Publication (2024) [140 citations, W4402727821]
Unknown Journal|2024
140 cit.
3
Adaptive Radiotherapy: Next-Generation Radiotherapy
Cancers|2024
111 cit.
4
Iterative Residual Optimization Network for Limited-Angle Tomographic Reconstruction
IEEE Transactions on Image Processing|2024
69 cit.
5
Blossoms in perovskite planar X-ray detectors
Nature Communications|2024
47 cit.
6
Publication (2025) [24 citations, W4413556452]
Unknown Journal|2025
24 cit.
7
Publication in Journal of Nuclear Medicine (2024) [23 citations, W4400274721]
Journal of Nuclear Medicine|2024
23 cit.
8
On retrospective k-space subsampling schemes for deep MRI reconstruction
Magnetic Resonance Imaging|2024
20 cit.
9
vSHARP: Variable Splitting Half-quadratic ADMM algorithm for reconstruction of inverse-problems
Magnetic Resonance Imaging|2024
15 cit.
10
Publication in Journal of Instrumentation (2025) [2 citations, W4413076850]
Journal of Instrumentation|2025
2 cit.

Emerging Leaders

Drafting the new consensus

Researchers

1
Leonid Kvecher
Windber Research Institute
2
Susannah R. Held
University of Colorado Boulder
3
Zhanli Hu
Academy of Mathematics and Systems Science
4
Ashley Honushefsky
Geisinger Medical Center
5
Justin J. Wilson
Cornell University
6
Felix H. Kim
National Institute of Standards and Technology
7
Luc Meyer
Institut polytechnique de Grenoble
8
Mark S. Mintun
Unknown
9
Nathalie L. Albert
LMU Klinikum
10
Joyita Dutta
University of Massachusetts Amherst

Papers

1
The recovery and separation of lithium by using solvent extraction methods
Coordination Chemistry Reviews|2024
214 cit.
2
Advancing Chelation Strategies for Large Metal Ions for Nuclear Medicine Applications
Accounts of Chemical Research|2022
73 cit.
3
Parametric image generation with the uEXPLORER total-body PET/CT system through deep learning
European Journal of Nuclear Medicine and Molecular Imaging|2022
65 cit.
4
Joint EANM/EANO/RANO/SNMMI practice guideline/procedure standards for diagnostics and therapy (theranostics) of meningiomas using radiolabeled somatostatin receptor ligands: version 1.0
European Journal of Nuclear Medicine and Molecular Imaging|2024
62 cit.
5
H<sub>2</sub>BZmacropa-NCS: A Bifunctional Chelator for Actinium-225 Targeted Alpha Therapy
Bioconjugate Chemistry|2022
58 cit.
6
Fusion of shallow and deep features from 18F-FDG PET/CT for predicting EGFR-sensitizing mutations in non-small cell lung cancer
Quantitative Imaging in Medicine and Surgery|2024
45 cit.
7
TSPO PET signal using [18F]GE180 is associated with survival in recurrent gliomas
European Journal of Nuclear Medicine and Molecular Imaging|2022
37 cit.
8
Deep Cascade Residual Networks (DCRNs): Optimizing an Encoder–Decoder Convolutional Neural Network for Low-Dose CT Imaging
IEEE Transactions on Radiation and Plasma Medical Sciences|2022
36 cit.
9
TG-Net: Combining transformer and GAN for nasopharyngeal carcinoma tumor segmentation based on total-body uEXPLORER PET/CT scanner
Computers in Biology and Medicine|2022
36 cit.
10
ISA-Net: Improved spatial attention network for PET-CT tumor segmentation
Computer Methods and Programs in Biomedicine|2022
29 cit.

Current Senior Leaders

Wrote the book, still writing it

Researchers

1
Ge Wang
Rensselaer Polytechnic Institute
2
Terence Tao
University of California, Los Angeles
3
Stephen M. Smith
University of Oxford
4
Ron Kikinis
Brigham and Women's Hospital
5
Jeffrey A. Fessler
University of Michigan
6
Simon R. Cherry
University of California, Davis
7
David J. Hawkes
Wirral University Teaching Hospital NHS Foundation Trust
8
Alan C. Evans
Montreal Neurological Institute and Hospital
9
Paul Suetens
KU Leuven
10
Tony Yu
University of Chicago

Papers

1
Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information
IEEE Transactions on Information Theory|2006
15.8k cit.
2
Improved Optimization for the Robust and Accurate Linear Registration and Motion Correction of Brain Images
NeuroImage|2002
9.6k cit.
3
3D Slicer as an image computing platform for the Quantitative Imaging Network
Magnetic Resonance Imaging|2012
8.9k cit.
4
Segmentation of brain MR images through a hidden Markov random field model and the expectation-maximization algorithm
IEEE Transactions on Medical Imaging|2001
7.3k cit.
5
Decoding by Linear Programming
IEEE Transactions on Information Theory|2005
7.3k cit.
6
A global optimisation method for robust affine registration of brain images
Medical Image Analysis|2001
7.2k cit.
7
Stable signal recovery from incomplete and inaccurate measurements
Communications on Pure and Applied Mathematics|2006
7.2k cit.
8
scikit-image: image processing in Python
PeerJ|2014
6.9k cit.
9
Near-Optimal Signal Recovery From Random Projections: Universal Encoding Strategies?
IEEE Transactions on Information Theory|2006
6.9k cit.
10
Tract-based spatial statistics: Voxelwise analysis of multi-subject diffusion data
NeuroImage|2006
6.6k cit.

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