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Zachary Baum
Zachary Baum
Senior Research Scientist, Odin Vision
Verified email at ucl.ac.uk - Homepage
Title
Cited by
Cited by
Year
Automatic spine ultrasound segmentation for scoliosis visualization and measurement
T Ungi, H Greer, K Sunderland, V Wu, ZMC Baum, C Schlenger, ...
IEEE Transactions on Biomedical Engineering, 2020
522020
DeepReg: a deep learning toolkit for medical image registration
Y Fu, NM Brown, SU Saeed, A Casamitjana, ZMC Baum, R Delaunay, ...
Journal of Open Source Software 5 (55), 2705, 2020
332020
Image quality assessment for machine learning tasks using meta-reinforcement learning
SU Saeed, Y Fu, V Stavrinides, ZMC Baum, Q Yang, M Rusu, RE Fan, ...
Medical Image Analysis 78, 102427, 2022
252022
Real-time multimodal image registration with partial intraoperative point-set data
ZMC Baum, Y Hu, DC Barratt
Medical image analysis 74, 102231, 2021
182021
Learning image quality assessment by reinforcing task amenable data selection
SU Saeed, Y Fu, ZMC Baum, Q Yang, M Rusu, RE Fan, GA Sonn, ...
International Conference on Information Processing in Medical Imaging, 755-766, 2021
132021
Measurement of electromagnetic tracking error in a navigated breast surgery setup
V Harish, A Baksh, T Ungi, A Lasso, ZMC Baum, G Gauvin, J Engel, ...
Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and …, 2016
132016
Patient-specific pediatric silicone heart valve models based on 3D ultrasound
A Ilina, A Lasso, MA Jolley, B Wohler, A Nguyen, A Scanlan, ZMC Baum, ...
Medical Imaging 2017: Image-Guided Procedures, Robotic Interventions, and …, 2017
122017
Image quality assessment for closed-loop computer-assisted lung ultrasound
ZMC Baum, E Bonmati, L Cristoni, A Walden, F Prados, B Kanber, ...
Medical Imaging 2021: Image-Guided Procedures, Robotic Interventions, and …, 2021
112021
Real-time workflow detection using webcam video for providing real-time feedback in central venous catheterization training
R Hisey, T Ungi, M Holden, ZMC Baum, Z Keri, C McCallum, DW Howes, ...
Medical Imaging 2018: Image-Guided Procedures, Robotic Interventions, and …, 2018
112018
Multimodality biomedical image registration using free point transformer networks
ZMC Baum, Y Hu, DC Barratt
Medical Ultrasound, and Preterm, Perinatal and Paediatric Image Analysis …, 2020
102020
Augmented reality training platform for neurosurgical burr hole localization
ZMC Baum, A Lasso, S Ryan, T Ungi, E Rae, B Zevin, R Levy, ...
J Med Robot Res, 194-2001, 2020
92020
Usability of a real-time tracked augmented reality display system in musculoskeletal injections
ZMC Baum, T Ungi, A Lasso, G Fichtinger
Medical Imaging 2017: Image-Guided Procedures, Robotic Interventions, and …, 2017
92017
Visual aid for identifying vertebral landmarks in ultrasound
ZMC Baum, T Ungi, A Lasso, B Church, C Schlenger, G Fichtinger
Medical Imaging 2018: Image-Guided Procedures, Robotic Interventions, and …, 2018
82018
Evaluation of the Intel RealSense SR300 camera for image-guided interventions and application in vertebral level localization
R House, A Lasso, V Harish, ZMC Baum, G Fichtinger
Medical Imaging 2017: Image-Guided Procedures, Robotic Interventions, and …, 2017
82017
Lung Ultrasound Segmentation and Adaptation Between COVID-19 and Community-Acquired Pneumonia
H Mason, L Cristoni, A Walden, R Lazzari, T Pulimood, L Grandjean, ...
International Workshop on Advances in Simplifying Medical Ultrasound, 45-53, 2021
72021
Real-time transverse process detection in ultrasound
C Pinter, B Travers, ZMC Baum, S Kamali, T Ungi, A Lasso, B Church, ...
Medical Imaging 2018: Image-Guided Procedures, Robotic Interventions, and …, 2018
72018
Adaptable image quality assessment using meta-reinforcement learning of task amenability
SU Saeed, Y Fu, V Stavrinides, ZMC Baum, Q Yang, M Rusu, RE Fan, ...
International Workshop on Advances in Simplifying Medical Ultrasound, 191-201, 2021
62021
Image quality assessment by overlapping task-specific and task-agnostic measures: application to prostate multiparametric MR images for cancer segmentation
SU Saeed, W Yan, Y Fu, F Giganti, Q Yang, ZMC Baum, M Rusu, RE Fan, ...
arXiv preprint arXiv:2202.09798, 2022
52022
Meta-Learning Initializations for Interactive Medical Image Registration
ZMC Baum, Y Hu, DC Barratt
IEEE transactions on medical imaging 42 (3), 823-833, 2022
42022
Introduction to Medical Image Registration with DeepReg, Between Old and New
N Montana Brown, Y Fu, SU Saeed, A Casamitjana, ZMC Baum, ...
arXiv e-prints, arXiv: 2009.01924, 2020
3*2020
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Articles 1–20