Keith A. Goatman

27 papers B 3Journal 11Unranked 13

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Conformal Coronary Calcification Volume Estimation with Conditional Coverage via Histogram Clustering. ISBI Olivier Jaubert, Salman Mohammadi, Keith A. Goatman, Shadia Mikhael, Conor Bradley, Rebecca Hughes, Richard Good, John H. Hipwell, Sonia Dahdouh
2025	J	`jnl`	Conformal coronary calcification volume estimation with conditional coverage via histogram clustering. CoRR Olivier Jaubert, Salman Mohammadi, Keith A. Goatman, Shadia Mikhael, Conor Bradley, Rebecca Hughes, Richard Good, John H. Hipwell, Sonia Dahdouh
2024	—	`conf`	All You Need Is a Guiding Hand: Mitigating Shortcut Bias in Deep Learning Models for Medical Imaging. FAIMI/EPIMI@MICCAI Christopher Boland, Owen Anderson, Keith A. Goatman, John H. Hipwell, Sotirios A. Tsaftaris, Sonia Dahdouh
2024	—	`conf`	There Are No Shortcuts to Anywhere Worth Going: Identifying Shortcuts in Deep Learning Models for Medical Image Analysis. MIDL Christopher Boland, Keith A. Goatman, Sotirios A. Tsaftaris, Sonia Dahdouh
2023	B	`conf`	Can a single image processing algorithm work equally well across all phases of DCE-MRI. Image Processing Adam G. Tattersall, Keith A. Goatman, Lucy E. Kershaw, Scott I. K. Semple, Sonia Dahdouh
2023	J	`jnl`	Can a single image processing algorithm work equally well across all phases of DCE-MRI? CoRR Adam G. Tattersall, Keith A. Goatman, Lucy E. Kershaw, Scott I. K. Semple, Sonia Dahdouh
2023	—	`conf`	Improving Style Transfer in Dynamic Contrast Enhanced MRI Using a Spatio-Temporal Approach. SASHIMI@MICCAI Adam G. Tattersall, Keith A. Goatman, Lucy E. Kershaw, Scott I. K. Semple, Sonia Dahdouh
2023	J	`jnl`	Improving style transfer in dynamic contrast enhanced MRI using a spatio-temporal approach. CoRR Adam G. Tattersall, Keith A. Goatman, Lucy E. Kershaw, Scott I. K. Semple, Sonia Dahdouh
2023	J	`jnl`	The Topology-Overlap Trade-Off in Retinal Arteriole-Venule Segmentation. CoRR Ángel Víctor Juanco-Müller, João F. C. Mota, Keith A. Goatman, Corné Hoogendoorn
2023	J	`jnl`	The role of noise in denoising models for anomaly detection in medical images. CoRR Antanas Kascenas, Pedro Sanchez, Patrick Schrempf, Chaoyang Wang, William Clackett, Shadia Mikhael, Jeremy P. Voisey, Keith A. Goatman, Alexander Weir, Nicolas Pugeault, Sotirios A. Tsaftaris, Alison Q. O'Neil
2023	J	`jnl`	The role of noise in denoising models for anomaly detection in medical images. Medical Image Anal. Antanas Kascenas, Pedro Sanchez, Patrick Schrempf, Chaoyang Wang, William Clackett, Shadia Mikhael, Jeremy P. Voisey, Keith A. Goatman, Alexander Weir, Nicolas Pugeault, Sotirios A. Tsaftaris, Alison Q. O'Neil
2023	B	`conf`	The topology-overlap trade-off in retinal arteriole-venule segmentation. Image Processing Ángel Víctor Juanco-Müller, João F. C. Mota, Keith A. Goatman, Corné Hoogendoorn
2023	J	`jnl`	Towards Tumour Graph Learning for Survival Prediction in Head & Neck Cancer Patients. CoRR Ángel Víctor Juanco-Müller, João F. C. Mota, Keith A. Goatman, Corné Hoogendoorn
2022	—	`conf`	Towards Tumour Graph Learning for Survival Prediction in Head & Neck Cancer Patients. HECKTOR@MICCAI Ángel Víctor Juanco-Müller, João F. C. Mota, Keith A. Goatman, Corné Hoogendoorn
2021	—	`conf`	Deep Supervoxel Segmentation for Survival Analysis in Head and Neck Cancer Patients. HECKTOR@MICCAI Ángel Víctor Juanco-Müller, João F. C. Mota, Keith A. Goatman, Corné Hoogendoorn
2020	—	`conf`	Estimating the False Positive Prediction Rate in Automated Volumetric Measurements of Malignant Pleural Mesothelioma. BIOSTEC (Selected Papers) Owen Anderson, Andrew C. Kidd, Keith A. Goatman, Alexander J. Weir, Jeremy P. Voisey, Vismantas Dilys, Jan Paul Siebert, Kevin G. Blyth
2020	—	`conf`	Fully Automated Volumetric Measurement of Malignant Pleural Mesothelioma from Computed Tomography Images by Deep Learning: Preliminary Results of an Internal Validation. BIOIMAGING Owen Anderson, Andrew C. Kidd, Keith A. Goatman, Alexander J. Weir, Jeremy Voisey, Vismantas Dilys, Jan Paul Siebert, Kevin G. Blyth
2019	J	`jnl`	Distance Oriented Particle Swarm Optimizer for Brain Image Registration. IEEE Access Chengjia Wang, Keith A. Goatman, James P. Boardman, Erin Beveridge, David E. Newby, Scott I. Semple
2018	J	`jnl`	A Distance Oriented Kalman Filter Particle Swarm Optimizer Applied to Multi-Modality Image Registration. CoRR Chengjia Wang, Keith A. Goatman, James P. Boardman, Erin Beveridge, David E. Newby, Scott Semple
2018	—	`conf`	Learning Rigid Image Registration - Utilizing Convolutional Neural Networks for Medical Image Registration. BIOIMAGING James M. Sloan, Keith A. Goatman, J. Paul Siebert
2017	—	`conf`	A Comparison of Texture Features Versus Deep Learning for Image Classification in Interstitial Lung Disease. MIUA Alison O'Neil, Matthew Shepherd, Erin Beveridge, Keith A. Goatman
2017	—	`conf`	Crowdsourcing Labels for Pathological Patterns in CT Lung Scans: Can Non-experts Contribute Expert-Quality Ground Truth? CVII-STENT/LABELS@MICCAI Alison Q. O'Neil, John T. Murchison, Edwin J. R. van Beek, Keith A. Goatman
2016	—	`conf`	FASTR: Using Local Structure Tensors as a Similarity Metric. MIUA James M. Sloan, Keith A. Goatman, Paul Siebert
2015	—	`conf`	Automatic multi-parametric MR registration method using mutual information based on adaptive asymmetric k-means binning. ISBI Chengjia Wang, Keith A. Goatman, Tom J. MacGillivray, Erin Beveridge, Yolanda G. Sourgia Koutraki, James P. Boardman, Colin Stirrat, Sarah A. Sparrow, Emma Moore, Rozi Paraky, Shirjel Alam, Marc R. Dweck, Calvin Chin, Calum D. Gray, David E. Newby, Scott Semple
2014	B	`conf`	Computed tomography lung iodine contrast mapping by image registration and subtraction. Image Processing Keith A. Goatman, Costas Plakas, Joanne D. Schuijf, Erin Beveridge, Mathias Prokop
2011	J	`jnl`	Detection of New Vessels on the Optic Disc Using Retinal Photographs. IEEE Trans. Medical Imaging Keith A. Goatman, Alan D. Fleming, Sam Philip, Graeme J. Williams, John A. Olson, Peter F. Sharp
2006	J	`jnl`	Automated microaneurysm detection using local contrast normalization and local vessel detection. IEEE Trans. Medical Imaging Alan D. Fleming, Sam Philip, Keith A. Goatman, John A. Olson, Peter F. Sharp