Zachary M. C. Baum

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 36

Top Topics

Reinforcement Learning

Minimally Invasive

Image Quality Assessment

Image Registration

Top Venues

Medical Image Anal.

Publications

Zhe Min, Zachary M. C. Baum, Shaheer U. Saeed, Mark Emberton, Dean C. Barratt, Zeike A. Taylor, Yipeng Hu
Biomechanics-informed Non-rigid Medical Image Registration and its Inverse Material Property Estimation with Linear and Nonlinear Elasticity. CoRR (2024)
Weixi Yi, Vasilis Stavrinides, Zachary M. C. Baum, Qianye Yang, Dean C. Barratt, Matthew J. Clarkson, Yipeng Hu, Shaheer U. Saeed
Boundary-RL: Reinforcement Learning for Weakly-Supervised Prostate Segmentation in TRUS Images. MLMI@MICCAI (1) (2023)
Zhe Min, Zachary M. C. Baum, Shaheer U. Saeed, Mark Emberton, Dean C. Barratt, Zeike A. Taylor, Yipeng Hu
Non-rigid Medical Image Registration using Physics-informed Neural Networks. CoRR (2023)
Nina Montaña Brown, Shaheer U. Saeed, Ahmed Abdulaal, Thomas Dowrick, Yakup Kilic, Sophie Wilkinson, Jack Gao, Meghavi Mashar, Chloe He, Alkisti Stavropoulou, Emma Thomson, Zachary M. C. Baum, Simone Foti, Brian R. Davidson, Yipeng Hu, Matthew J. Clarkson
SARAMIS: Simulation Assets for Robotic Assisted and Minimally Invasive Surgery. NeurIPS (2023)
Zhe Min, Zachary M. C. Baum, Shaheer U. Saeed, Mark Emberton, Dean C. Barratt, Zeike A. Taylor, Yipeng Hu
Non-rigid Medical Image Registration using Physics-informed Neural Networks. IPMI (2023)
Weixi Yi, Vasilis Stavrinides, Zachary M. C. Baum, Qianye Yang, Dean C. Barratt, Matthew J. Clarkson, Yipeng Hu, Shaheer U. Saeed
Boundary-RL: Reinforcement Learning for Weakly-Supervised Prostate Segmentation in TRUS Images. CoRR (2023)
Zachary M. C. Baum, Yipeng Hu, Dean C. Barratt
Meta-Learning Initializations for Interactive Medical Image Registration. IEEE Trans. Medical Imaging 42 (3) (2023)
Zachary M. C. Baum, Yipeng Hu, Dean C. Barratt
Meta-registration: Learning Test-Time Optimization for Single-Pair Image Registration. ASMUS@MICCAI (2022)
Zachary M. C. Baum, Yipeng Hu, Dean C. Barratt
Meta-Registration: Learning Test-Time Optimization for Single-Pair Image Registration. CoRR (2022)
Zachary M. C. Baum, Tamas Ungi, Christopher Schlenger, Yipeng Hu, Dean C. Barratt
Learning Generalized Non-Rigid Multimodal Biomedical Image Registration from Generic Point Set Data. CoRR (2022)
Zachary M. C. Baum, Yipeng Hu, Dean C. Barratt
Meta-Learning Initializations for Interactive Medical Image Registration. CoRR (2022)
Shaheer U. Saeed, Yunguan Fu, Vasilis Stavrinides, Zachary M. C. Baum, Qianye Yang, Mirabela Rusu, Richard E. Fan, Geoffrey A. Sonn, J. Alison Noble, Dean C. Barratt, Yipeng Hu
Image quality assessment for machine learning tasks using meta-reinforcement learning. CoRR (2022)
Shaheer U. Saeed, Wen Yan, Yunguan Fu, Francesco Giganti, Qianye Yang, Zachary M. C. Baum, Mirabela Rusu, Richard E. Fan, Geoffrey A. Sonn, Mark Emberton, Dean C. Barratt, Yipeng Hu
Image quality assessment by overlapping task-specific and task-agnostic measures: application to prostate multiparametric MR images for cancer segmentation. CoRR (2022)
Pierre Raillard, Lorenzo Cristoni, Andrew Walden, Roberto Lazzari, Thomas Pulimood, Louis Grandjean, Claudia A. M. Gandini Wheeler-Kingshott, Yipeng Hu, Zachary M. C. Baum
Rapid Lung Ultrasound COVID-19 Severity Scoring with Resource-Efficient Deep Feature Extraction. ASMUS@MICCAI (2022)
Shaheer U. Saeed, Yunguan Fu, Vasilis Stavrinides, Zachary M. C. Baum, Qianye Yang, Mirabela Rusu, Richard E. Fan, Geoffrey A. Sonn, J. Alison Noble, Dean C. Barratt, Yipeng Hu
Image quality assessment for machine learning tasks using meta-reinforcement learning. Medical Image Anal. 78 (2022)
Pierre Raillard, Lorenzo Cristoni, Andrew Walden, Roberto Lazzari, Thomas Pulimood, Louis Grandjean, Claudia A. M. Gandini Wheeler-Kingshott, Yipeng Hu, Zachary M. C. Baum
Rapid Lung Ultrasound COVID-19 Severity Scoring with Resource-Efficient Deep Feature Extraction. CoRR (2022)
Zachary M. C. Baum, Tamas Ungi, Christopher Schlenger, Yipeng Hu, Dean C. Barratt
Learning Generalized Non-rigid Multimodal Biomedical Image Registration from Generic Point Set Data. ASMUS@MICCAI (2022)
Zachary M. C. Baum, Yipeng Hu, Dean C. Barratt
Real-time multimodal image registration with partial intraoperative point-set data. CoRR (2021)
Liam F. Chalcroft, Jiongqi Qu, Sophie A. Martin, Iani J. M. B. Gayo, Giulio V. Minore, Imraj R. D. Singh, Shaheer U. Saeed, Qianye Yang, Zachary M. C. Baum, André Altmann, Yipeng Hu
Development and evaluation of intraoperative ultrasound segmentation with negative image frames and multiple observer labels. CoRR (2021)
Alexander Grimwood, João Ramalhinho, Zachary M. C. Baum, Nina Montaña Brown, Gavin J. Johnson, Yipeng Hu, Matthew J. Clarkson, Stephen P. Pereira, Dean C. Barratt, Ester Bonmati
Endoscopic Ultrasound Image Synthesis Using a Cycle-Consistent Adversarial Network. ASMUS@MICCAI (2021)
Shaheer U. Saeed, Yunguan Fu, Zachary M. C. Baum, Qianye Yang, Mirabela Rusu, Richard E. Fan, Geoffrey A. Sonn, Dean C. Barratt, Yipeng Hu
Learning image quality assessment by reinforcing task amenable data selection. CoRR (2021)
Zachary M. C. Baum, Yipeng Hu, Dean C. Barratt
Real-time multimodal image registration with partial intraoperative point-set data. Medical Image Anal. 74 (2021)
Liam F. Chalcroft, Jiongqi Qu, Sophie A. Martin, Iani J. M. B. Gayo, Giulio V. Minore, Imraj R. D. Singh, Shaheer U. Saeed, Qianye Yang, Zachary M. C. Baum, André Altmann, Yipeng Hu
Development and Evaluation of Intraoperative Ultrasound Segmentation with Negative Image Frames and Multiple Observer Labels. ASMUS@MICCAI (2021)
Harry Mason, Lorenzo Cristoni, Andrew Walden, Roberto Lazzari, Thomas Pulimood, Louis Grandjean, Claudia A. M. Gandini Wheeler-Kingshott, Yipeng Hu, Zachary M. C. Baum
Lung Ultrasound Segmentation and Adaptation Between COVID-19 and Community-Acquired Pneumonia. ASMUS@MICCAI (2021)
Shaheer U. Saeed, Yunguan Fu, Vasilis Stavrinides, Zachary M. C. Baum, Qianye Yang, Mirabela Rusu, Richard E. Fan, Geoffrey A. Sonn, J. Alison Noble, Dean C. Barratt, Yipeng Hu
Adaptable Image Quality Assessment Using Meta-Reinforcement Learning of Task Amenability. ASMUS@MICCAI (2021)
Shaheer U. Saeed, Yunguan Fu, Vasilis Stavrinides, Zachary M. C. Baum, Qianye Yang, Mirabela Rusu, Richard E. Fan, Geoffrey A. Sonn, J. Alison Noble, Dean C. Barratt, Yipeng Hu
Adaptable image quality assessment using meta-reinforcement learning of task amenability. CoRR (2021)
Harry Mason, Lorenzo Cristoni, Andrew Walden, Roberto Lazzari, Thomas Pulimood, Louis Grandjean, Claudia A. M. Gandini Wheeler-Kingshott, Yipeng Hu, Zachary M. C. Baum
Lung Ultrasound Segmentation and Adaptation between COVID-19 and Community-Acquired Pneumonia. CoRR (2021)
Shaheer U. Saeed, Yunguan Fu, Zachary M. C. Baum, Qianye Yang, Mirabela Rusu, Richard E. Fan, Geoffrey A. Sonn, Dean C. Barratt, Yipeng Hu
Learning Image Quality Assessment by Reinforcing Task Amenable Data Selection. IPMI (2021)
Zachary M. C. Baum, Ester Bonmati, Lorenzo Cristoni, Andrew Walden, Ferran Prados, Baris Kanber, Dean C. Barratt, David J. Hawkes, Geoff J. M. Parker, Claudia A. M. Gandini Wheeler-Kingshott, Yipeng Hu
Image quality assessment for closed-loop computer-assisted lung ultrasound. Medical Imaging: Image-Guided Procedures (2021)
Zachary M. C. Baum, Yipeng Hu, Dean C. Barratt
Multimodality Biomedical Image Registration using Free Point Transformer Networks. CoRR (2020)
Zachary M. C. Baum, Andras Lasso, Sarah Ryan, Tamas Ungi, Emily Rae, Boris Zevin, Ron Levy, Gabor Fichtinger
Augmented Reality Training Platform for Neurosurgical Burr Hole Localization. J. Medical Robotics Res. 4 (3-4) (2020)
Tamas Ungi, Hastings Greer, Kyle Sunderland, Victoria Wu, Zachary M. C. Baum, Christopher Schlenger, Matthew Oetgen, Kevin Cleary, Stephen R. Aylward, Gabor Fichtinger
Automatic Spine Ultrasound Segmentation for Scoliosis Visualization and Measurement. IEEE Trans. Biomed. Eng. 67 (11) (2020)
Nina Montaña Brown, Yunguan Fu, Shaheer U. Saeed, Adrià Casamitjana, Zachary M. C. Baum, Rémi Delaunay, Qianye Yang, Alex Grimwood, Zhe Min, Ester Bonmati, Tom Vercauteren, Matthew J. Clarkson, Yipeng Hu
Introduction to Medical Image Registration with DeepReg, Between Old and New. CoRR (2020)
Zachary M. C. Baum, Yipeng Hu, Dean C. Barratt
Multimodality Biomedical Image Registration Using Free Point Transformer Networks. ASMUS/PIPPI@MICCAI (2020)
Yunguan Fu, Nina Montaña Brown, Shaheer U. Saeed, Adrià Casamitjana, Zachary M. C. Baum, Rémi Delaunay, Qianye Yang, Alexander Grimwood, Zhe Min, Stefano B. Blumberg, Juan Eugenio Iglesias, Dean C. Barratt, Ester Bonmati, Daniel C. Alexander, Matthew J. Clarkson, Tom Vercauteren, Yipeng Hu
DeepReg: a deep learning toolkit for medical image registration. CoRR (2020)
Zachary M. C. Baum, Ester Bonmati, Lorenzo Cristoni, Andrew Walden, Ferran Prados, Baris Kanber, Dean C. Barratt, David J. Hawkes, Geoffrey J. M. Parker, Claudia A. M. Gandini Wheeler-Kingshott, Yipeng Hu
Image quality assessment for closed-loop computer-assisted lung ultrasound. CoRR (2020)