William M. Wells

Computer Science · Physical Sciences

62h-index22.5kcitations339works3.12yr avg
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Research Topics

Medical Image Segmentation Techniques(123), Advanced MRI Techniques and Applications(56), Radiomics and Machine Learning in Medical Imaging(52), Advanced Neuroimaging Techniques and Applications(51), Medical Imaging Techniques and Applications(38)

Publications339 total

Patient-centred postpartum care provision: virtual delivery, tiered escalation, and tensions between efficiency, preference, and clinical concern
BMC Medicine·2026Open Access
A Novel Streamline-Based Diffusion MRI Tractography Registration Method with Probabilistic Keypoint Detection
Lecture notes in computer science·2025
Deep diffusion MRI template (DDTemplate): A novel deep learning groupwise diffusion MRI registration method for brain template creation
NeuroImage·2025· 1 citedOpen Access
Representative scale-invariant characteristics of male and female brains in magnetic resonance images
Neuroimage Reports·2025Open Access
Spatiotemporally constrained 3D reconstruction from biplanar digital subtraction angiography
International Journal of Computer Assisted Radiology and Surgery·2025Open Access
A Novel Streamline-based diffusion MRI Tractography Registration Method with Probabilistic Keypoint Detection
arXiv (Cornell University)·2025Open Access
An open annotated dataset and baseline machine learning model for segmentation of vertebrae with metastatic bone lesions from CT
2024· 2 citedOpen Access
Learning to Match 2D Keypoints Across Preoperative MR and Intraoperative Ultrasound
arXiv (Cornell University)·2024Open Access
TractoSCR: a novel supervised contrastive regression framework for prediction of neurocognitive measures using multi-site harmonized diffusion MRI tractography
Frontiers in Neuroscience·2024· 6 citedOpen Access
ReMIND: The Brain Resection Multimodal Imaging Database
Scientific Data·2024· 30 citedOpen Access
Registration of longitudinal spine CTs for monitoring lesion growth
2024· 1 citedOpen Access
223 An Artificial Intelligence Framework for Brain Tumor Delineation in Intraoperative Ultrasound
Neurosurgery·2024· 1 cited
Registration of Longitudinal Spine CTs for Monitoring Lesion Growth
arXiv (Cornell University)·2024· 1 citedOpen Access
Two Projections Suffice for Cerebral Vascular Reconstruction
Lecture notes in computer science·2024· 2 citedOpen Access
ReMIND: The Brain Resection Multimodal Imaging Database
2023· 10 citedOpen Access
A deep learning diffusion MRI registration method using joint whole-brain and tract-specific information
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·2023
Bayesian Estimation of Diffusivity Spectra: Application to Prostate Diffusion MRI
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·2023
Deep Learning for Detection and Localization of B-Lines in Lung Ultrasound
IEEE Journal of Biomedical and Health Informatics·2023· 35 citedOpen Access
Comparison of Pulmonary Congestion Severity Using Artificial Intelligence-Assisted Scoring Versus Clinical Experts: A Secondary Analysis of BLUSHED-AHF
European Journal of Heart Failure·2023· 14 citedOpen Access
Deep Learning for Detection and Localization of B-Lines in Lung Ultrasound
arXiv (Cornell University)·2023· 1 citedOpen Access
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Frequent Co-authors

Ron Kikinis(14), W. Eric L. Grimson(13), Simon K. Warfield(11), Clare M. Tempany(8), Kelly H. Zou(7), Alexandra J. Golby(7), Ferenc A. Jólesz(6), Carl‐Fredrik Westin(6), Tina Kapur(6), Ron Kikinis(5), Lauren J. O’Donnell(5), Arya Nabavi(4), David T. Gering(4), Kilian M. Pohl(4), Steve Pieper(4), Isaiah Norton(4), Nassir Navab(3), Joachim Hornegger(3), Alejandro F. Frangi(3), Steven Haker(3)