Zachary M. C. Baum

37 papers A* 1Journal 23Unranked 13
YearRankTypeTitle / Venue / Authors
2024 — conf
Biomechanics-Informed Non-rigid Medical Image Registration and its Inverse Material Property Estimation with Linear and Nonlinear Elasticity.
MICCAI (2)
Zhe Min, Zachary M. C. Baum, Shaheer U. Saeed, Mark Emberton, Dean C. Barratt, Zeike A. Taylor, Yipeng Hu
2024 J jnl
Biomechanics-informed Non-rigid Medical Image Registration and its Inverse Material Property Estimation with Linear and Nonlinear Elasticity.
CoRR
Zhe Min, Zachary M. C. Baum, Shaheer U. Saeed, Mark Emberton, Dean C. Barratt, Zeike A. Taylor, Yipeng Hu
2023 — conf
Boundary-RL: Reinforcement Learning for Weakly-Supervised Prostate Segmentation in TRUS Images.
MLMI@MICCAI (1)
Weixi Yi, Vasilis Stavrinides, Zachary M. C. Baum, Qianye Yang, Dean C. Barratt, Matthew J. Clarkson, Yipeng Hu, Shaheer U. Saeed
2023 J jnl
Boundary-RL: Reinforcement Learning for Weakly-Supervised Prostate Segmentation in TRUS Images.
CoRR
Weixi Yi, Vasilis Stavrinides, Zachary M. C. Baum, Qianye Yang, Dean C. Barratt, Matthew J. Clarkson, Yipeng Hu, Shaheer U. Saeed
2023 J jnl
Meta-Learning Initializations for Interactive Medical Image Registration.
IEEE Trans. Medical Imaging
Zachary M. C. Baum, Yipeng Hu, Dean C. Barratt
2023 — conf
Non-rigid Medical Image Registration using Physics-informed Neural Networks.
IPMI
Zhe Min, Zachary M. C. Baum, Shaheer U. Saeed, Mark Emberton, Dean C. Barratt, Zeike A. Taylor, Yipeng Hu
2023 J jnl
Non-rigid Medical Image Registration using Physics-informed Neural Networks.
CoRR
Zhe Min, Zachary M. C. Baum, Shaheer U. Saeed, Mark Emberton, Dean C. Barratt, Zeike A. Taylor, Yipeng Hu
2023 A* conf
SARAMIS: Simulation Assets for Robotic Assisted and Minimally Invasive Surgery.
NeurIPS
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
2022 J jnl
Image quality assessment by overlapping task-specific and task-agnostic measures: application to prostate multiparametric MR images for cancer segmentation.
CoRR
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
2022 J jnl
Image quality assessment for machine learning tasks using meta-reinforcement learning.
CoRR
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
2022 J jnl
Image quality assessment for machine learning tasks using meta-reinforcement learning.
Medical Image Anal.
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
2022 J jnl
Learning Generalized Non-Rigid Multimodal Biomedical Image Registration from Generic Point Set Data.
CoRR
Zachary M. C. Baum, Tamas Ungi, Christopher Schlenger, Yipeng Hu, Dean C. Barratt
2022 — conf
Learning Generalized Non-rigid Multimodal Biomedical Image Registration from Generic Point Set Data.
ASMUS@MICCAI
Zachary M. C. Baum, Tamas Ungi, Christopher Schlenger, Yipeng Hu, Dean C. Barratt
2022 J jnl
Meta-Learning Initializations for Interactive Medical Image Registration.
CoRR
Zachary M. C. Baum, Yipeng Hu, Dean C. Barratt
2022 J jnl
Meta-Registration: Learning Test-Time Optimization for Single-Pair Image Registration.
CoRR
Zachary M. C. Baum, Yipeng Hu, Dean C. Barratt
2022 — conf
Meta-registration: Learning Test-Time Optimization for Single-Pair Image Registration.
ASMUS@MICCAI
Zachary M. C. Baum, Yipeng Hu, Dean C. Barratt
2022 — conf
Rapid Lung Ultrasound COVID-19 Severity Scoring with Resource-Efficient Deep Feature Extraction.
ASMUS@MICCAI
Pierre Raillard, Lorenzo Cristoni, Andrew Walden, Roberto Lazzari, Thomas Pulimood, Louis Grandjean, Claudia A. M. Gandini Wheeler-Kingshott, Yipeng Hu, Zachary M. C. Baum
2022 J jnl
Rapid Lung Ultrasound COVID-19 Severity Scoring with Resource-Efficient Deep Feature Extraction.
CoRR
Pierre Raillard, Lorenzo Cristoni, Andrew Walden, Roberto Lazzari, Thomas Pulimood, Louis Grandjean, Claudia A. M. Gandini Wheeler-Kingshott, Yipeng Hu, Zachary M. C. Baum
2021 — conf
Adaptable Image Quality Assessment Using Meta-Reinforcement Learning of Task Amenability.
ASMUS@MICCAI
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
2021 J jnl
Adaptable image quality assessment using meta-reinforcement learning of task amenability.
CoRR
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
2021 — conf
Development and Evaluation of Intraoperative Ultrasound Segmentation with Negative Image Frames and Multiple Observer Labels.
ASMUS@MICCAI
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
2021 J jnl
Development and evaluation of intraoperative ultrasound segmentation with negative image frames and multiple observer labels.
CoRR
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
2021 — conf
Endoscopic Ultrasound Image Synthesis Using a Cycle-Consistent Adversarial Network.
ASMUS@MICCAI
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
2021 — conf
Image quality assessment for closed-loop computer-assisted lung ultrasound.
Image-Guided Procedures
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
2021 — conf
Learning Image Quality Assessment by Reinforcing Task Amenable Data Selection.
IPMI
Shaheer U. Saeed, Yunguan Fu, Zachary M. C. Baum, Qianye Yang, Mirabela Rusu, Richard E. Fan, Geoffrey A. Sonn, Dean C. Barratt, Yipeng Hu
2021 J jnl
Learning image quality assessment by reinforcing task amenable data selection.
CoRR
Shaheer U. Saeed, Yunguan Fu, Zachary M. C. Baum, Qianye Yang, Mirabela Rusu, Richard E. Fan, Geoffrey A. Sonn, Dean C. Barratt, Yipeng Hu
2021 — conf
Lung Ultrasound Segmentation and Adaptation Between COVID-19 and Community-Acquired Pneumonia.
ASMUS@MICCAI
Harry Mason, Lorenzo Cristoni, Andrew Walden, Roberto Lazzari, Thomas Pulimood, Louis Grandjean, Claudia A. M. Gandini Wheeler-Kingshott, Yipeng Hu, Zachary M. C. Baum
2021 J jnl
Lung Ultrasound Segmentation and Adaptation between COVID-19 and Community-Acquired Pneumonia.
CoRR
Harry Mason, Lorenzo Cristoni, Andrew Walden, Roberto Lazzari, Thomas Pulimood, Louis Grandjean, Claudia A. M. Gandini Wheeler-Kingshott, Yipeng Hu, Zachary M. C. Baum
2021 J jnl
Real-time multimodal image registration with partial intraoperative point-set data.
CoRR
Zachary M. C. Baum, Yipeng Hu, Dean C. Barratt
2021 J jnl
Real-time multimodal image registration with partial intraoperative point-set data.
Medical Image Anal.
Zachary M. C. Baum, Yipeng Hu, Dean C. Barratt
2020 J jnl
Augmented Reality Training Platform for Neurosurgical Burr Hole Localization.
J. Medical Robotics Res.
Zachary M. C. Baum, Andras Lasso, Sarah Ryan, Tamas Ungi, Emily Rae, Boris Zevin, Ron Levy, Gabor Fichtinger
2020 J jnl
Automatic Spine Ultrasound Segmentation for Scoliosis Visualization and Measurement.
IEEE Trans. Biomed. Eng.
Tamas Ungi, Thomas Hastings Greer, Kyle Sunderland, Victoria Wu, Zachary M. C. Baum, Christopher Schlenger, Matthew Oetgen, Kevin Cleary, Stephen R. Aylward, Gabor Fichtinger
2020 J jnl
DeepReg: a deep learning toolkit for medical image registration.
CoRR
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
2020 J jnl
Image quality assessment for closed-loop computer-assisted lung ultrasound.
CoRR
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
2020 J jnl
Introduction to Medical Image Registration with DeepReg, Between Old and New.
CoRR
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
2020 — conf
Multimodality Biomedical Image Registration Using Free Point Transformer Networks.
ASMUS/PIPPI@MICCAI
Zachary M. C. Baum, Yipeng Hu, Dean C. Barratt
2020 J jnl
Multimodality Biomedical Image Registration using Free Point Transformer Networks.
CoRR
Zachary M. C. Baum, Yipeng Hu, Dean C. Barratt