Zachary Baum

According to our database, Zachary Baum authored at least 38 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Biomechanics-Informed Non-rigid Medical Image Registration and its Inverse Material Property Estimation with Linear and Nonlinear Elasticity.

Zhe Min, Zachary M. C. Baum, Shaheer U. Saeed, Mark Emberton, Dean C. Barratt, Zeike A. Taylor, Yipeng Hu

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Expert-guided optimization of ultrasound segmentation models for 3D spine imaging.

Kian Hashtrudi-Zaad, Tamas Ungi, Chris Yeung, Zachary Baum, Pavel-Dumitru Cernelev, Anthony N. Hage, Christopher Schlenger, Gabor Fichtinger

Proceedings of the IEEE Canadian Conference on Electrical and Computer Engineering, 2024

2023

Meta-Learning Initializations for Interactive Medical Image Registration.

Zachary M. C. Baum, Yipeng Hu, Dean C. Barratt

IEEE Trans. Medical Imaging, March, 2023

SARAMIS: Simulation Assets for Robotic Assisted and Minimally Invasive Surgery.

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

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Boundary-RL: Reinforcement Learning for Weakly-Supervised Prostate Segmentation in TRUS Images.

Weixi Yi, Vasilis Stavrinides, Zachary M. C. Baum, Qianye Yang, Dean C. Barratt, Matthew J. Clarkson, Yipeng Hu, Shaheer U. Saeed

Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023

Non-rigid Medical Image Registration using Physics-informed Neural Networks.

Zhe Min, Zachary M. C. Baum, Shaheer U. Saeed, Mark Emberton, Dean C. Barratt, Zeike A. Taylor, Yipeng Hu

Proceedings of the Information Processing in Medical Imaging, 2023

2022

Image quality assessment for machine learning tasks using meta-reinforcement learning.

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

Medical Image Anal., 2022

Image quality assessment by overlapping task-specific and task-agnostic measures: application to prostate multiparametric MR images for cancer segmentation.

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

CoRR, 2022

Rapid Lung Ultrasound COVID-19 Severity Scoring with Resource-Efficient Deep Feature Extraction.

Pierre Raillard, Lorenzo Cristoni, Andrew Walden, Roberto Lazzari, Thomas Pulimood, Louis Grandjean, Claudia A. M. Gandini Wheeler-Kingshott, Yipeng Hu, Zachary M. C. Baum

Proceedings of the Simplifying Medical Ultrasound - Third International Workshop, 2022

Learning Generalized Non-rigid Multimodal Biomedical Image Registration from Generic Point Set Data.

Zachary M. C. Baum, Tamas Ungi, Christopher Schlenger, Yipeng Hu, Dean C. Barratt

Proceedings of the Simplifying Medical Ultrasound - Third International Workshop, 2022

Meta-registration: Learning Test-Time Optimization for Single-Pair Image Registration.

Zachary M. C. Baum, Yipeng Hu, Dean C. Barratt

Proceedings of the Simplifying Medical Ultrasound - Third International Workshop, 2022

2021

Real-time multimodal image registration with partial intraoperative point-set data.

Zachary M. C. Baum, Yipeng Hu, Dean C. Barratt

Medical Image Anal., 2021

Image quality assessment for closed-loop computer-assisted lung ultrasound.

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

Proceedings of the Medical Imaging 2021: Image-Guided Procedures, 2021

Adaptable Image Quality Assessment Using Meta-Reinforcement Learning of Task Amenability.

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

Proceedings of the Simplifying Medical Ultrasound - Second International Workshop, 2021

Lung Ultrasound Segmentation and Adaptation Between COVID-19 and Community-Acquired Pneumonia.

Harry Mason, Lorenzo Cristoni, Andrew Walden, Roberto Lazzari, Thomas Pulimood, Louis Grandjean, Claudia A. M. Gandini Wheeler-Kingshott, Yipeng Hu, Zachary M. C. Baum

Proceedings of the Simplifying Medical Ultrasound - Second International Workshop, 2021

Endoscopic Ultrasound Image Synthesis Using a Cycle-Consistent Adversarial Network.

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

Proceedings of the Simplifying Medical Ultrasound - Second International Workshop, 2021

Development and Evaluation of Intraoperative Ultrasound Segmentation with Negative Image Frames and Multiple Observer Labels.

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

Proceedings of the Simplifying Medical Ultrasound - Second International Workshop, 2021

Learning Image Quality Assessment by Reinforcing Task Amenable Data Selection.

Shaheer U. Saeed, Yunguan Fu, Zachary M. C. Baum, Qianye Yang, Mirabela Rusu, Richard E. Fan, Geoffrey A. Sonn, Dean C. Barratt, Yipeng Hu

Proceedings of the Information Processing in Medical Imaging, 2021

2020

DeepReg: a deep learning toolkit for medical image registration.

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

Dataset, November, 2020

Automatic Spine Ultrasound Segmentation for Scoliosis Visualization and Measurement.

Tamas Ungi, Thomas Hastings Greer, Kyle Sunderland, Victoria Wu, Zachary M. C. Baum, Christopher Schlenger, Matthew Oetgen, Kevin Cleary, Stephen R. Aylward, Gabor Fichtinger

IEEE Trans. Biomed. Eng., 2020

DeepReg: a deep learning toolkit for medical image registration.

Yunguan Fu, Nina Montaña Brown, Shaheer U. Saeed, Adrià Casamitjana, Zachary 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

J. Open Source Softw., 2020

Augmented Reality Training Platform for Neurosurgical Burr Hole Localization.

Zachary M. C. Baum, Andras Lasso, Sarah Ryan, Tamas Ungi, Emily Rae, Boris Zevin, Ron Levy, Gabor Fichtinger

J. Medical Robotics Res., 2020

Introduction to Medical Image Registration with DeepReg, Between Old and New.

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

CoRR, 2020

Multimodality Biomedical Image Registration Using Free Point Transformer Networks.

Zachary M. C. Baum, Yipeng Hu, Dean C. Barratt

Proceedings of the Medical Ultrasound, and Preterm, Perinatal and Paediatric Image Analysis, 2020

2019

Validation of a low-cost adjustable, handheld needle guide for spine interventions.

Julia Wiercigroch, Zachary Baum, Tamas Ungi, Jan Fritz, Gabor Fichtinger

Proceedings of the Medical Imaging 2019: Image-Guided Procedures, 2019

Reproducibility of freehand calibrations for ultrasound-guided needle navigation.

Sydney Perrin, Zachary Baum, Mark Asselin, Grace Underwood, Saleh Choueib, Hillary Lia, Tamas Ungi, Andras Lasso, Gabor Fichtinger

Proceedings of the Medical Imaging 2019: Image-Guided Procedures, 2019

Electromagnetically tracked partial nephrectomy navigation: demonstration of concept.

Hillary Lia, Zachary Baum, Thomas Vaughan, Tamas Ungi, Thomas McGregor, Gabor Fichtinger

Proceedings of the Medical Imaging 2019: Image-Guided Procedures, 2019

Step-wise identification of ultrasound-visible anatomical landmarks for 3D visualization of scoliotic spine.

Zachary Baum, Ben Church, Andras Lasso, Tamas Ungi, Christopher Schlenger, Daniel P. Borschneck, Parvin Mousavi, Gabor Fichtinger

Proceedings of the Medical Imaging 2019: Image-Guided Procedures, 2019

2018

Real-time transverse process detection in ultrasound.

Csaba Pinter, Bryan Travers, Zachary Baum, Shahrokh Kamali, Tamas Ungi, Andras Lasso, Ben Church, Gabor Fichtinger

Proceedings of the Medical Imaging 2018: Image-Guided Procedures, 2018

Real-time workflow detection using webcam video for providing real-time feedback in central venous catheterization training.

Rebecca Hisey, Tamas Ungi, Matthew S. Holden, Zachary Baum, Zsuzsanna Keri, Caitlin McCallum, Daniel W. Howes, Gabor Fichtinger

Proceedings of the Medical Imaging 2018: Image-Guided Procedures, 2018

Visual aid for identifying vertebral landmarks in ultrasound.

Zachary Baum, Tamas Ungi, Andras Lasso, Ben Church, Christopher Schlenger, Gabor Fichtinger

Proceedings of the Medical Imaging 2018: Image-Guided Procedures, 2018

2017

Skull registration for prone patient position using tracked ultrasound.

Grace Underwood, Tamas Ungi, Zachary Baum, Andras Lasso, Gernot Kronreif, Gabor Fichtinger

Proceedings of the Medical Imaging 2017: Image-Guided Procedures, 2017

Patient-specific pediatric silicone heart valve models based on 3D ultrasound.

Anna Ilina, Andras Lasso, Matthew A. Jolley, Brittany Wohler, Alexander V. Nguyen, Adam B. Scanlan, Zachary Baum, Frank McGowan, Gabor Fichtinger

Proceedings of the Medical Imaging 2017: Image-Guided Procedures, 2017

Evaluation of the Intel RealSense SR300 camera for image-guided interventions and application in vertebral level localization.

Rachael House, Andras Lasso, Vinyas Harish, Zachary Baum, Gabor Fichtinger

Proceedings of the Medical Imaging 2017: Image-Guided Procedures, 2017

Monitoring electromagnetic tracking error using redundant sensors.

Vinyas Harish, Eden Bibic, Andras Lasso, Matthew S. Holden, Thomas Vaughan, Zachary Baum, Tamas Ungi, Gabor Fichtinger

Proceedings of the Medical Imaging 2017: Image-Guided Procedures, 2017

Usability of a real-time tracked augmented reality display system in musculoskeletal injections.

Zachary Baum, Tamas Ungi, Andras Lasso, Gabor Fichtinger

Proceedings of the Medical Imaging 2017: Image-Guided Procedures, 2017

2016

Measurement of electromagnetic tracking error in a navigated breast surgery setup.

Vinyas Harish, Aidan Baksh, Tamas Ungi, Andras Lasso, Zachary Baum, Gabrielle Gauvin, Cecil Jay Engel, John F. Rudan, Gabor Fichtinger

Proceedings of the Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling, San Diego, California, United States, 27 February, 2016

Real-time self-calibration of a tracked augmented reality display.

Zachary Baum, Andras Lasso, Tamas Ungi, Gabor Fichtinger

Proceedings of the Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling, San Diego, California, United States, 27 February, 2016