Leaderboards/Fetal and Pediatric Neurological Disorders

Fetal and Pediatric Neurological Disorders

Last updated July 15, 2026

Rising Stars

Fresh ink, massive impact

Researchers

1
Stephanie von Holstein‐Rathlou
University of Copenhagen
2
Kazuhisa Ishida
The University of Tokyo
3
Shengjun Zhu
Xiamen University of Technology
4
Marie‐Gabrielle Duperron
Mass General Brigham
5
Siân Wilson
Boston Children's Hospital
6
Kirsten M. Lynch
University of Southern California
7
Jun Yao Wu
University of North Carolina at Chapel Hill
8
Yannick Becker
Centre National de la Recherche Scientifique
9
Qiuchen Cao
Jiangsu Province Hospital
10
Erin Yamamoto
Oregon Health & Science University

Papers

1
Long arcuate fascicle in wild and captive chimpanzees as a potential structural precursor of the language network
Nature Communications|2025
15 cit.
2
Planum temporale asymmetry in newborn monkeys predicts the future development of gestural communication’s handedness
Nature Communications|2024
12 cit.
3
Structural Covariance Networks in the Fetal Brain Reveal Altered Neurodevelopment for Specific Subtypes of Congenital Heart Disease
Journal of the American Heart Association|2024
7 cit.
4
Detection of Glymphatic Outflow of Tau from Brain to Cerebrospinal Fluid in Mice
Methods in molecular biology|2024
6 cit.
5
Foetal cortical expansion is associated with neurodevelopmental outcome at 2-years in congenital heart disease: a longitudinal follow-up study
EBioMedicine|2025
5 cit.
6
Perivascular and parenchymal fluid characteristics are related to age and cognitive performance across the lifespan
Imaging Neuroscience|2025
3 cit.
7
The Spatial Organization of Ascending Auditory Pathway Microstructural Maturation From Infancy Through Adolescence Using a Novel Fiber Tracking Approach
Human Brain Mapping|2024
2 cit.
8
Publication in Methods in molecular biology (2024) [W4393051372]
Methods in molecular biology|2024
0 cit.
9
Alzheimer's disease neuropathology contributes to perivascular and parenchymal free water diffusion characteristics
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition|2024
0 cit.
10
Perivascular and parenchymal fluid characteristics differentially contribute to cognition in typically developing children and adolescents
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition|2024
0 cit.

Emerging Leaders

Drafting the new consensus

Researchers

1
Ozan Oktay
Microsoft Research (United Kingdom)
2
Madeline A. Lancaster
MRC Laboratory of Molecular Biology
3
Cara Mooney
University of Gothenburg
4
Mingming Ma
Zhengzhou University
5
Klas H. Pettersen
Simula Metropolitan Center for Digital Engineering
6
Curtis W. Boswell
Yale University
7
N. F. C. Morante
Princeton University
8
Guotai Wang
University of Electronic Science and Technology of China
9
Nathalie Jurisch‐Yaksi
Norwegian University of Science and Technology
10
Susie Y. Huang
Mass General Brigham

Papers

1
Learning to Exploit Temporal Structure for Biomedical Vision-Language Processing
Unknown Journal|2023
164 cit.
2
Androgens increase excitatory neurogenic potential in human brain organoids
Nature|2022
121 cit.
3
Active label cleaning for improved dataset quality under resource constraints
Nature Communications|2022
102 cit.
4
Tissue morphology influences the temporal program of human brain organoid development
Cell stem cell|2023
95 cit.
5
SDnDTI: Self-supervised deep learning-based denoising for diffusion tensor MRI
NeuroImage|2022
75 cit.
6
PyMIC: A deep learning toolkit for annotation-efficient medical image segmentation
Computer Methods and Programs in Biomedicine|2023
58 cit.
7
Comprehensive diffusion MRI dataset for in vivo human brain microstructure mapping using 300 mT/m gradients
Scientific Data|2022
56 cit.
8
Exploring scalable medical image encoders beyond text supervision
Nature Machine Intelligence|2025
52 cit.
9
The neuronal cilium – a highly diverse and dynamic organelle involved in sensory detection and neuromodulation
Trends in Neurosciences|2024
47 cit.
10
Deep learning-based accurate delineation of primary gross tumor volume of nasopharyngeal carcinoma on heterogeneous magnetic resonance imaging: A large-scale and multi-center study
Radiotherapy and Oncology|2023
41 cit.

Current Senior Leaders

Wrote the book, still writing it

Researchers

1
Timothy E.J. Behrens
Science Oxford
2
Susumu Mori
Johns Hopkins University
3
Derek K. Jones
Cardiff University
4
Stephen M. Smith
University of Oxford
5
Daniel Rueckert
Munich Center for Machine Learning
6
William B. Dobyns
University of Minnesota
7
Van J. Wedeen
Athinoula A. Martinos Center for Biomedical Imaging
8
Bruce Fischl
Harvard University
9
Jan Sijbers
University of Antwerp
10
Alan Connelly
Mercer University

Papers

1
Improved Optimization for the Robust and Accurate Linear Registration and Motion Correction of Brain Images
NeuroImage|2002
9.6k cit.
2
Whole Brain Segmentation
Neuron|2002
9k cit.
3
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.
4
A global optimisation method for robust affine registration of brain images
Medical Image Analysis|2001
7.2k cit.
5
Tract-based spatial statistics: Voxelwise analysis of multi-subject diffusion data
NeuroImage|2006
6.6k cit.
6
Cortical Surface-Based Analysis
NeuroImage|1999
6.4k cit.
7
Measuring the thickness of the human cerebral cortex from magnetic resonance images
Proceedings of the National Academy of Sciences|2000
6k cit.
8
Threshold-free cluster enhancement: Addressing problems of smoothing, threshold dependence and localisation in cluster inference
NeuroImage|2008
5.6k cit.
9
Correspondence of the brain's functional architecture during activation and rest
Proceedings of the National Academy of Sciences|2009
5.4k cit.
10
Nonrigid registration using free-form deformations: application to breast MR images
IEEE Transactions on Medical Imaging|1999
5.3k cit.

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