Keith A. Goatman

Orcid: 0000-0003-1379-1860

According to our database1, Keith A. Goatman authored at least 19 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
All You Need Is a Guiding Hand: Mitigating Shortcut Bias in Deep Learning Models for Medical Imaging.
Proceedings of the Ethics and Fairness in Medical Imaging, 2024

2023
The role of noise in denoising models for anomaly detection in medical images.
Medical Image Anal., December, 2023

Can a single image processing algorithm work equally well across all phases of DCE-MRI.
Proceedings of the Medical Imaging 2023: Image Processing, 2023

The topology-overlap trade-off in retinal arteriole-venule segmentation.
Proceedings of the Medical Imaging 2023: Image Processing, 2023

Improving Style Transfer in Dynamic Contrast Enhanced MRI Using a Spatio-Temporal Approach.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2023

2022
Towards Tumour Graph Learning for Survival Prediction in Head & Neck Cancer Patients.
Proceedings of the Head and Neck Tumor Segmentation and Outcome Prediction, 2022

2021
Deep Supervoxel Segmentation for Survival Analysis in Head and Neck Cancer Patients.
Proceedings of the Head and Neck Tumor Segmentation and Outcome Prediction, 2021

2020
Estimating the False Positive Prediction Rate in Automated Volumetric Measurements of Malignant Pleural Mesothelioma.
Proceedings of the Biomedical Engineering Systems and Technologies, 2020

Fully Automated Volumetric Measurement of Malignant Pleural Mesothelioma from Computed Tomography Images by Deep Learning: Preliminary Results of an Internal Validation.
Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020), 2020

2019
Distance Oriented Particle Swarm Optimizer for Brain Image Registration.
IEEE Access, 2019

2018
A Distance Oriented Kalman Filter Particle Swarm Optimizer Applied to Multi-Modality Image Registration.
CoRR, 2018

Learning Rigid Image Registration - Utilizing Convolutional Neural Networks for Medical Image Registration.
Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018), 2018

2017
A Comparison of Texture Features Versus Deep Learning for Image Classification in Interstitial Lung Disease.
Proceedings of the Medical Image Understanding and Analysis - 21st Annual Conference, 2017

Crowdsourcing Labels for Pathological Patterns in CT Lung Scans: Can Non-experts Contribute Expert-Quality Ground Truth?
Proceedings of the Intravascular Imaging and Computer Assisted Stenting, and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis, 2017

2016
FASTR: Using Local Structure Tensors as a Similarity Metric.
Proceedings of the 20th Conference on Medical Image Understanding and Analysis, 2016

2015
Automatic multi-parametric MR registration method using mutual information based on adaptive asymmetric k-means binning.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

2014
Computed tomography lung iodine contrast mapping by image registration and subtraction.
Proceedings of the Medical Imaging 2014: Image Processing, 2014

2011
Detection of New Vessels on the Optic Disc Using Retinal Photographs.
IEEE Trans. Medical Imaging, 2011

2006
Automated microaneurysm detection using local contrast normalization and local vessel detection.
IEEE Trans. Medical Imaging, 2006


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