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Zachary Baum
Zachary M. C. Baum
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2020 – today
- 2024
- [c28]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. MICCAI (2) 2024: 564-574 - [i18]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 abs/2407.03292 (2024) - 2023
- [j6]Zachary M. C. Baum
, Yipeng Hu
Meta-Learning Initializations for Interactive Medical Image Registration. IEEE Trans. Medical Imaging 42(3): 823-833 (2023) - [c27]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: 601-613 - [c26]Weixi Yi, Vasilis Stavrinides
Boundary-RL: Reinforcement Learning for Weakly-Supervised Prostate Segmentation in TRUS Images. MLMI@MICCAI (1) 2023: 277-288 - [c25]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 - [i17]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 abs/2302.10343 (2023) - [i16]Weixi Yi, Vasilis Stavrinides
Boundary-RL: Reinforcement Learning for Weakly-Supervised Prostate Segmentation in TRUS Images. CoRR abs/2308.11376 (2023) - 2022
- [j5]Shaheer U. Saeed
Image quality assessment for machine learning tasks using meta-reinforcement learning. Medical Image Anal. 78: 102427 (2022) - [c24]Pierre Raillard, Lorenzo Cristoni, Andrew Walden, Roberto Lazzari, Thomas Pulimood, Louis Grandjean
Rapid Lung Ultrasound COVID-19 Severity Scoring with Resource-Efficient Deep Feature Extraction. ASMUS@MICCAI 2022: 3-12 - [c23]Zachary M. C. Baum
Learning Generalized Non-rigid Multimodal Biomedical Image Registration from Generic Point Set Data. ASMUS@MICCAI 2022: 141-151 - [c22]Zachary M. C. Baum
Meta-registration: Learning Test-Time Optimization for Single-Pair Image Registration. ASMUS@MICCAI 2022: 162-171 - [e1]Stephen R. Aylward
Simplifying Medical Ultrasound - Third International Workshop, ASMUS 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Proceedings. Lecture Notes in Computer Science 13565, Springer 2022, ISBN 978-3-031-16901-4 [contents] - [i15]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 abs/2202.09798 (2022) - [i14]Shaheer U. Saeed, Yunguan Fu, Vasilis Stavrinides
Image quality assessment for machine learning tasks using meta-reinforcement learning. CoRR abs/2203.14258 (2022) - [i13]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 abs/2207.10994 (2022) - [i12]Zachary M. C. Baum, Yipeng Hu, Dean C. Barratt:
Meta-Registration: Learning Test-Time Optimization for Single-Pair Image Registration. CoRR abs/2207.10996 (2022) - [i11]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 abs/2207.10998 (2022) - [i10]Zachary M. C. Baum, Yipeng Hu, Dean C. Barratt:
Meta-Learning Initializations for Interactive Medical Image Registration. CoRR abs/2210.15371 (2022) - 2021
- [j4]Zachary M. C. Baum
Real-time multimodal image registration with partial intraoperative point-set data. Medical Image Anal. 74: 102231 (2021) - [c21]Shaheer U. Saeed
Learning Image Quality Assessment by Reinforcing Task Amenable Data Selection. IPMI 2021: 755-766 - [c20]Liam F. Chalcroft
Development and Evaluation of Intraoperative Ultrasound Segmentation with Negative Image Frames and Multiple Observer Labels. ASMUS@MICCAI 2021: 25-34 - [c19]Harry Mason
Lung Ultrasound Segmentation and Adaptation Between COVID-19 and Community-Acquired Pneumonia. ASMUS@MICCAI 2021: 45-53 - [c18]Alexander Grimwood, João Ramalhinho
Endoscopic Ultrasound Image Synthesis Using a Cycle-Consistent Adversarial Network. ASMUS@MICCAI 2021: 169-178 - [c17]Shaheer U. Saeed
Adaptable Image Quality Assessment Using Meta-Reinforcement Learning of Task Amenability. ASMUS@MICCAI 2021: 191-201 - [c16]Zachary M. C. Baum
Image quality assessment for closed-loop computer-assisted lung ultrasound. Medical Imaging: Image-Guided Procedures 2021 - [i9]Shaheer U. Saeed, Yunguan Fu
Learning image quality assessment by reinforcing task amenable data selection. CoRR abs/2102.07615 (2021) - [i8]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 abs/2108.03138 (2021) - [i7]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 abs/2108.04114 (2021) - [i6]Shaheer U. Saeed, Yunguan Fu
Adaptable image quality assessment using meta-reinforcement learning of task amenability. CoRR abs/2108.04359 (2021) - [i5]Zachary M. C. Baum, Yipeng Hu, Dean C. Barratt:
Real-time multimodal image registration with partial intraoperative point-set data. CoRR abs/2109.05023 (2021) - 2020
- [j3]Zachary M. C. Baum
Augmented Reality Training Platform for Neurosurgical Burr Hole Localization. J. Medical Robotics Res. 4(3-4): 1942001:1-1942001:13 (2020) - [j2]Yunguan Fu
DeepReg: a deep learning toolkit for medical image registration. J. Open Source Softw. 5(55): 2705 (2020) - [j1]Tamas Ungi
Automatic Spine Ultrasound Segmentation for Scoliosis Visualization and Measurement. IEEE Trans. Biomed. Eng. 67(11): 3234-3241 (2020) - [c15]Zachary M. C. Baum
Multimodality Biomedical Image Registration Using Free Point Transformer Networks. ASMUS/PIPPI@MICCAI 2020: 116-125 - [d1]Yunguan Fu
DeepReg: a deep learning toolkit for medical image registration. Zenodo, 2020 - [i4]Zachary M. C. Baum, Yipeng Hu, Dean C. Barratt:
Multimodality Biomedical Image Registration using Free Point Transformer Networks. CoRR abs/2008.01885 (2020) - [i3]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 abs/2008.08840 (2020) - [i2]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 abs/2009.01924 (2020) - [i1]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 abs/2011.02580 (2020)
2010 – 2019
- 2019
- [c14]Julia Wiercigroch
Validation of a low-cost adjustable, handheld needle guide for spine interventions. Medical Imaging: Image-Guided Procedures 2019: 109510L - [c13]Hillary Lia
Electromagnetically tracked partial nephrectomy navigation: demonstration of concept. Medical Imaging: Image-Guided Procedures 2019: 109512W - [c12]Sydney Perrin, Zachary Baum
Reproducibility of freehand calibrations for ultrasound-guided needle navigation. Medical Imaging: Image-Guided Procedures 2019: 109512B - [c11]Zachary Baum
Step-wise identification of ultrasound-visible anatomical landmarks for 3D visualization of scoliotic spine. Medical Imaging: Image-Guided Procedures 2019: 1095129 - 2018
- [c10]Zachary Baum
Visual aid for identifying vertebral landmarks in ultrasound. Medical Imaging: Image-Guided Procedures 2018: 105760Z - [c9]Csaba Pinter, Bryan Travers, Zachary Baum
Real-time transverse process detection in ultrasound. Medical Imaging: Image-Guided Procedures 2018: 105760Y - [c8]Rebecca Hisey, Tamas Ungi, Matthew S. Holden, Zachary Baum
Real-time workflow detection using webcam video for providing real-time feedback in central venous catheterization training. Medical Imaging: Image-Guided Procedures 2018: 1057620 - 2017
- [c7]Zachary Baum
Usability of a real-time tracked augmented reality display system in musculoskeletal injections. Medical Imaging: Image-Guided Procedures 2017: 101352T - [c6]Vinyas Harish
Monitoring electromagnetic tracking error using redundant sensors. Medical Imaging: Image-Guided Procedures 2017: 101352R - [c5]Rachael House, Andras Lasso, Vinyas Harish
Evaluation of the Intel RealSense SR300 camera for image-guided interventions and application in vertebral level localization. Medical Imaging: Image-Guided Procedures 2017: 101352Z - [c4]Anna Ilina, Andras Lasso, Matthew A. Jolley, Brittany Wohler, Alexander V. Nguyen, Adam B. Scanlan, Zachary Baum, Frank McGowan, Gabor Fichtinger:
Patient-specific pediatric silicone heart valve models based on 3D ultrasound. Medical Imaging: Image-Guided Procedures 2017: 1013516 - [c3]Grace Underwood, Tamas Ungi, Zachary Baum
Skull registration for prone patient position using tracked ultrasound. Medical Imaging: Image-Guided Procedures 2017: 1013522 - 2016
- [c2]Zachary Baum
Real-time self-calibration of a tracked augmented reality display. Medical Imaging: Image-Guided Procedures 2016: 97860F - [c1]Vinyas Harish
Measurement of electromagnetic tracking error in a navigated breast surgery setup. Medical Imaging: Image-Guided Procedures 2016: 97862K
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last updated on 2024-10-11 18:18 CEST by the dblp team
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