John S. H. Baxter

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 26

Top Topics

Interactive Segmentation

Convolutional Neural Networks

Subthalamic Nucleus

Angiography Images

Top Venues

Int. J. Comput. Assist. Radiol. Surg.

Medical Imaging: Image-Guided Procedures

Medical Imaging: Image Processing

Publications

Enora Giffard, Pierre Jannin, John S. H. Baxter
A preliminary exploration into top-down and bottom-up deep-learning approaches to localising neuro-interventional point targets in volumetric MRI. Int. J. Comput. Assist. Radiol. Surg. 19 (2) (2024)
John S. H. Baxter, Stéphane Croci, Antoine Delmas, Luc Bredoux, Jean-Pascal Lefaucheur, Pierre Jannin
Reference-free Bayesian model for pointing errors of typein neurosurgical planning. Int. J. Comput. Assist. Radiol. Surg. 18 (7) (2023)
Alfonso Estudillo Romero, Claire Haegelen, Pierre Jannin, John S. H. Baxter
Diffusion Tensor Imaging Biomarkers for Parkinson's Disease Symptomatology. AIIIMA/MIABID@MICCAI (2022)
John S. H. Baxter
Separable vs. End-to-End Learning: A Critical Examination of Learning Paradigms. EPIMI/ML-CDS@MICCAI (2022)
John S. H. Baxter, Stéphane Croci, Antoine Delmas, Luc Bredoux, Jean-Pascal Lefaucheur, Pierre Jannin
Errors of type or errors of degree? Cortical point targeting in transcranial magnetic stimulation. Medical Imaging: Image-Guided Procedures (2022)
John S. H. Baxter, Ehouarn Maguet, Pierre Jannin
Segmentation of the subthalamic nucleus in MRI via Convolutional Neural Networks for deep brain stimulation planning. Medical Imaging: Image-Guided Procedures (2021)
Maxime Peralta, Claire Haegelen, Pierre Jannin, John S. H. Baxter
PassFlow: a multimodal workflow for predicting deep brain stimulation outcomes. Int. J. Comput. Assist. Radiol. Surg. 16 (8) (2021)
Thibault Martin, Greydon Gilmore, Claire Haegelen, Pierre Jannin, John S. H. Baxter
Adapting the listening time for micro-electrode recordings in deep brain stimulation interventions. Int. J. Comput. Assist. Radiol. Surg. 16 (8) (2021)
Maxime Peralta, Pierre Jannin, John S. H. Baxter
Machine learning in deep brain stimulation: A systematic review. Artif. Intell. Medicine 122 (2021)
Thibault Martin, Maxime Peralta, Greydon Gilmore, Paul Sauleau, Claire Haegelen, Pierre Jannin, John S. H. Baxter
Extending convolutional neural networks for localizing the subthalamic nucleus from micro-electrode recordings in Parkinson's disease. Biomed. Signal Process. Control. 67 (2021)
Maxime Peralta, Pierre Jannin, Claire Haegelen, John S. H. Baxter
Data imputation and compression for Parkinson's disease clinical questionnaires. Artif. Intell. Medicine 114 (2021)
John S. H. Baxter, Quoc Anh Bui, Ehouarn Maguet, Stéphane Croci, Antoine Delmas, Jean-Pascal Lefaucheur, Luc Bredoux, Pierre Jannin
Automatic cortical target point localisation in MRI for transcranial magnetic stimulation via a multi-resolution convolutional neural network. Int. J. Comput. Assist. Radiol. Surg. 16 (7) (2021)
Maxime Peralta, Quoc Anh Bui, Antoine Ackaouy, Thibault Martin, Greydon Gilmore, Claire Haegelen, Paul Sauleau, John S. H. Baxter, Pierre Jannin
SepaConvNet for Localizing the Subthalamic Nucleus Using One Second Micro-electrode Recordings. EMBC (2020)
John S. H. Baxter, Ehouarn Maguet, Pierre Jannin
Localisation of the subthalamic nucleus in MRI via convolutional neural networks for deep brain stimulation planning. Medical Imaging: Image-Guided Procedures (2020)
John S. H. Baxter, Pierre Jannin
Topology-aware activation layer for neural network image segmentation. Medical Imaging: Image Processing (2020)
Helen Xu, John S. H. Baxter, Oguz Akin, Diego Cantor-Rivera
Prostate cancer detection using residual networks. Int. J. Comput. Assist. Radiol. Surg. 14 (10) (2019)
Golafsoun Ameri, John S. H. Baxter, Daniel Bainbridge, Terry M. Peters, Elvis C. S. Chen
Mixed reality ultrasound guidance system: a case study in system development and a cautionary tale. Int. J. Comput. Assist. Radiol. Surg. 13 (4) (2018)
John S. H. Baxter, Eli Gibson, Roy Eagleson, Terry M. Peters
The semiotics of medical image Segmentation. Medical Image Anal. 44 (2018)
John S. H. Baxter, Zahra Hosseini, Terry M. Peters, Maria Drangova
Cyclic Continuous Max-Flow: A Third Paradigm in Generating Local Phase Shift Maps in MRI. IEEE Trans. Medical Imaging 37 (2) (2018)
John S. H. Baxter, Martin Rajchl, A. Jonathan McLeod, Jing Yuan, Terry M. Peters
Directed Acyclic Graph Continuous Max-Flow Image Segmentation for Unconstrained Label Orderings. Int. J. Comput. Vis. 123 (3) (2017)
A. Jonathan McLeod, Dante P. I. Capaldi, John S. H. Baxter, Grace Parraga, Xiongbiao Luo, Terry M. Peters
Analysis of Periodicity in Video Sequences Through Dynamic Linear Modeling. MICCAI (2) (2017)
Martin Rajchl, John S. H. Baxter, A. Jonathan McLeod, Jing Yuan, Wu Qiu, Terry M. Peters, Ali R. Khan
Hierarchical max-flow segmentation framework for multi-atlas segmentation with Kohonen self-organizing map based Gaussian mixture modeling. Medical Image Anal. 27 (2016)
Martin Rajchl, John S. H. Baxter, Wu Qiu, Ali R. Khan, Aaron Fenster, Terry M. Peters, Daniel Rueckert, Jing Yuan
Fast Deformable Image Registration with Non-smooth Dual Optimization. CVPR Workshops (2016)
Utsav Pardasani, John S. H. Baxter, Terry M. Peters, Ali R. Khan
Single slice US-MRI registration for neurosurgical MRI-guided US. Medical Imaging: Image-Guided Procedures (2016)
Diego Cantor-Rivera, John S. H. Baxter, Sandrine de Ribaupierre, Jonathan C. Lau, Seyed M. Mirsattari, Maged Goubran, Jorge G. Burneo, David A. Steven, Terry M. Peters, Ali R. Khan
Individual feature maps: a patient-specific analysis tool with applications in temporal lobe epilepsy. Int. J. Comput. Assist. Radiol. Surg. 11 (1) (2016)
John S. H. Baxter, Jing Yuan, Maria Drangova, Terry M. Peters, Jiro Inoue
Shape complexes in continuous max-flow segmentation. Medical Imaging: Image Processing (2016)
Kamyar Abhari, John S. H. Baxter, Ali R. Khan, Terry M. Peters, Sandrine de Ribaupierre, Roy Eagleson
Visual Enhancement of MR Angiography Images to Facilitate Planning of Arteriovenous Malformation Interventions. ACM Trans. Appl. Percept. 12 (1) (2015)
John S. H. Baxter, Martin Rajchl, Terry M. Peters, Elvis C. S. Chen
Optimization-based interactive segmentation interface for multi-region problems. Medical Imaging: Image Processing (2015)
Kamyar Abhari, John S. H. Baxter, Elvis C. S. Chen, Ali R. Khan, Terry M. Peters, Sandrine de Ribaupierre, Roy Eagleson
Training for Planning Tumour Resection: Augmented Reality and Human Factors. IEEE Trans. Biomed. Eng. 62 (6) (2015)
Elvis C. S. Chen, A. Jonathan McLeod, John S. H. Baxter, Terry M. Peters
An Iterative Closest Point Framework for Ultrasound Calibration. AE-CAI (2015)
A. Jonathan McLeod, John S. H. Baxter, Golafsoun Ameri, Sugantha Ganapathy, Terry M. Peters, Elvis C. S. Chen
Detection and visualization of dural pulsation for spine needle interventions. Int. J. Comput. Assist. Radiol. Surg. 10 (6) (2015)
John S. H. Baxter, Jing Yuan, Terry M. Peters
Shape Complexes in Continuous Max-Flow Hierarchical Multi-Labeling Problems. CoRR (2015)
Golafsoun Ameri, John S. H. Baxter, A. Jonathan McLeod, Terry M. Peters, Elvis C. S. Chen
Augmented Reality Ultrasound Guidance for Central Line Procedures: Preliminary Results. AE-CAI (2015)
Jiro Inoue, John S. H. Baxter, Maria Drangova
Left Atrial Wall Segmentation from CT for Radiofrequency Catheter Ablation Planning. CLIP@MICCAI (2015)
John S. H. Baxter, A. Jonathan McLeod, Terry M. Peters
A Continuous Max-Flow Approach to Cyclic Field Reconstruction. CoRR (2015)
Golafsoun Ameri, A. Jonathan McLeod, John S. H. Baxter, Elvis C. S. Chen, Terry M. Peters
Line fiducial material and thickness considerations for ultrasound calibration. Medical Imaging: Image-Guided Procedures (2015)
John S. H. Baxter, Martin Rajchl, Jing Yuan, Terry M. Peters
A Proximal Bregman Projection Approach to Continuous Max-Flow Problems Using Entropic Distances. CoRR (2015)
A. Jonathan McLeod, John S. H. Baxter, Uditha L. Jayarathne, Stephen E. Pautler, Terry M. Peters, Xiongbiao Luo
Stereoscopic Motion Magnification in Minimally-Invasive Robotic Prostatectomy. CARE@MICCAI (2015)
Elvis C. S. Chen, A. Jonathan McLeod, John S. H. Baxter, Terry M. Peters
Registration of 3D shapes under anisotropic scaling. Int. J. Comput. Assist. Radiol. Surg. 10 (6) (2015)
John S. H. Baxter, Martin Rajchl, Jing Yuan, Terry M. Peters
A Continuous Max-Flow Approach to Multi-Labeling Problems under Arbitrary Region Regularization. CoRR (2014)
John S. H. Baxter, Martin Rajchl, A. Jonathan McLeod, Ali R. Khan, Jing Yuan, Terry M. Peters
Smoothness parameter tuning for generalized hierarchical continuous max-flow segmentation. Medical Imaging: Image Processing (2014)
A. Jonathan McLeod, John S. H. Baxter, Sandrine de Ribaupierre, Terry M. Peters
Motion magnification for endoscopic surgery. Medical Imaging: Image-Guided Procedures (2014)
John S. H. Baxter, Martin Rajchl, Jing Yuan, Terry M. Peters
A Continuous Max-Flow Approach to General Hierarchical Multi-Labelling Problems. CoRR (2014)
Martin Rajchl, John S. H. Baxter, Wu Qiu, Ali R. Khan, Aaron Fenster, Terry M. Peters, Jing Yuan
RANCOR: Non-Linear Image Registration with Total Variation Regularization. CoRR (2014)
Golafsoun Ameri, John S. H. Baxter, A. Jonathan McLeod, Uditha L. Jayaranthe, Elvis C. S. Chen, Terry M. Peters
Synthetic aperture imaging in ultrasound calibration. Medical Imaging: Image-Guided Procedures (2014)
Martin Rajchl, John S. H. Baxter, Egil Bae, Xue-Cheng Tai, Aaron Fenster, Terry M. Peters, Jing Yuan
Variational Time-Implicit Multiphase Level-Sets - A Fast Convex Optimization-Based Solution. EMMCVPR (2014)
Kamyar Abhari, John S. H. Baxter, Elvis C. S. Chen, Ali R. Khan, Chris Wedlake, Terry M. Peters, Roy Eagleson, Sandrine de Ribaupierre
The Role of Augmented Reality in Training the Planning of Brain Tumor Resection. AE-CAI (2013)
Elvis C. S. Chen, Kripasindhu Sarkar, John S. H. Baxter, John Moore, Chris Wedlake, Terry M. Peters
An augmented reality platform for planning of minimally invasive cardiac surgeries. Medical Imaging: Image-Guided Procedures (2012)
Susan Buchanan, John Moore, Deanna Lammers, John S. H. Baxter, Terry M. Peters
Characterization of tissue-simulating phantom materials for ultrasound-guided needle procedures. Medical Imaging: Image-Guided Procedures (2012)
Kamyar Abhari, John S. H. Baxter, Elvis C. S. Chen, Ali R. Khan, Chris Wedlake, Terry M. Peters, Sandrine de Ribaupierre, Roy Eagleson
Use of a Mixed-Reality System to Improve the Planning of Brain Tumour Resections: Preliminary Results. AE-CAI (2012)
John S. H. Baxter, Terry M. Peters, Elvis C. S. Chen
A unified framework for voxel classification and triangulation. Medical Imaging: Image-Guided Procedures (2011)