Zachary M. C. Baum

The London College — United Kingdom

Computer Science · Physical Sciences

12h-index540citations73works0.82yr avg
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Research Topics

Medical Image Segmentation Techniques(19), Medical Imaging and Analysis(12), Surgical Simulation and Training(11), Radiomics and Machine Learning in Medical Imaging(9), Advancements in Photolithography Techniques(8)

Publications73 total

Biomechanics-informed Non-rigid Medical Image Registration with Elasticity Theories
IEEE Transactions on Medical Imaging·2026
Expert-guided optimization of ultrasound segmentation models for 3D spine imaging
2024
Biomechanics-informed Non-rigid Medical Image Registration and its Inverse Material Property Estimation with Linear and Nonlinear Elasticity
arXiv (Cornell University)·2024Open Access
Biomechanics-Informed Non-rigid Medical Image Registration and its Inverse Material Property Estimation with Linear and Nonlinear Elasticity
Lecture notes in computer science·2024· 3 cited
Boundary-RL: Reinforcement Learning for Weakly-Supervised Prostate Segmentation in TRUS Images
Lecture notes in computer science·2023· 5 cited
Boundary-RL: Reinforcement Learning for Weakly-Supervised Prostate Segmentation in TRUS Images
arXiv (Cornell University)·2023Open Access
MR to Ultrasound Registration for Prostate Challenge - Dataset
Zenodo (CERN European Organization for Nuclear Research)·2023· 1 citedOpen Access
MR to Ultrasound Registration for Prostate Challenge - Dataset
Zenodo (CERN European Organization for Nuclear Research)·2023· 1 citedOpen Access
MR to Ultrasound Registration for Prostate Challenge - Dataset
2023· 2 citedOpen Access
Non-rigid Medical Image Registration using Physics-informed Neural Networks
arXiv (Cornell University)·2023Open Access
Non-rigid Medical Image Registration using Physics-informed Neural Networks
Lecture notes in computer science·2023· 16 cited
Meta-Learning Initializations for Interactive Medical Image Registration
IEEE Transactions on Medical Imaging·2022· 19 citedOpen Access
Meta-Learning Initializations for Interactive Medical Image Registration
arXiv (Cornell University)·2022Open Access
Learning Generalized Non-Rigid Multimodal Biomedical Image Registration from Generic Point Set Data
arXiv (Cornell University)·2022Open Access
Meta-Registration: Learning Test-Time Optimization for Single-Pair Image Registration
arXiv (Cornell University)·2022Open Access
Rapid Lung Ultrasound COVID-19 Severity Scoring with Resource-Efficient Deep Feature Extraction
arXiv (Cornell University)·2022Open Access
Image quality assessment for machine learning tasks using meta-reinforcement learning
Medical Image Analysis·2022· 48 citedOpen Access
Image quality assessment by overlapping task-specific and task-agnostic measures: application to prostate multiparametric MR images for cancer segmentation
The Journal of Machine Learning for Biomedical Imaging·2022· 10 citedOpen Access
Image quality assessment by overlapping task-specific and task-agnostic measures: application to prostate multiparametric MR images for cancer segmentation
arXiv (Cornell University)·2022· 1 citedOpen Access
Simplifying Medical Ultrasound
Lecture notes in computer science·2022· 4 cited
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Frequent Co-authors

Yipeng Hu(25), Dean C. Barratt(20), Shaheer U. Saeed(15), Gábor Fichtinger(13), Tamás Ungi(12), Qianye Yang(9), András Lassó(9), Yunguan Fu(8), Zhe Min(8), Mirabela Rusu(6), Richard E. Fan(6), Geoffrey A. Sonn(6), Ester Bonmati(5), Lorenzo Cristoni(5), Claudia A. M. Gandini Wheeler‐Kingshott(5), Christopher Schlenger(4), Scott Halle(4), Matthew J. Clarkson(4), Andrew Walden(4), Mark Emberton(4)