Keelin Murphy

Orcid: 0000-0001-6831-4020

According to our database1, Keelin Murphy authored at least 24 papers between 2007 and 2024.

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



In proceedings 
PhD thesis 


Online presence:



Nodule detection and generation on chest X-rays: NODE21 Challenge.
CoRR, 2024

FRODO: An In-Depth Analysis of a System to Reject Outlier Samples From a Trained Neural Network.
IEEE Trans. Medical Imaging, April, 2023

Learn2Reg: Comprehensive Multi-Task Medical Image Registration Challenge, Dataset and Evaluation in the Era of Deep Learning.
IEEE Trans. Medical Imaging, March, 2023

Deep learning for chest X-ray analysis: A survey.
Medical Image Anal., 2021

Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning.
CoRR, 2021

Automated Estimation of Total Lung Volume using Chest Radiographs and Deep Learning.
CoRR, 2021

Deep Learning with robustness to missing data: A novel approach to the detection of COVID-19.
CoRR, 2021

Cardiomegaly Detection on Chest Radiographs: Segmentation Versus Classification.
IEEE Access, 2020

FRODO: Free rejection of out-of-distribution samples: application to chest x-ray analysis.
CoRR, 2019

Computer aided detection of tuberculosis on chest radiographs: An evaluation of the CAD4TB v6 system.
CoRR, 2019

Handling label noise through model confidence and uncertainty: application to chest radiograph classification.
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019

A survey of medical image registration - under review.
Medical Image Anal., 2016

The truth is hard to make: Validation of medical image registration.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Supervised quality assessment of medical image registration: Application to intra-patient CT lung registration.
Medical Image Anal., 2012

Evaluation of Registration Methods on Thoracic CT: The EMPIRE10 Challenge.
IEEE Trans. Medical Imaging, 2011

Semi-automatic construction of reference standards for evaluation of image registration.
Medical Image Anal., 2011

elastix: A Toolbox for Intensity-Based Medical Image Registration.
IEEE Trans. Medical Imaging, 2010

Comparing and combining algorithms for computer-aided detection of pulmonary nodules in computed tomography scans: The ANODE09 study.
Medical Image Anal., 2010

A large-scale evaluation of automatic pulmonary nodule detection in chest CT using local image features and k-nearest-neighbour classification.
Medical Image Anal., 2009

Automatic detection of registration errors for quality assessment in medical image registration.
Proceedings of the Medical Imaging 2009: Image Processing, 2009

Evaluation of 4D-CT Lung Registration.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Semi-automatic Reference Standard Construction for Quantitative Evaluation of Lung CT Registration.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

Automated detection of nodules attached to the pleural and mediastinal surface in low-dose CT scans.
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, 2008

Automated detection of pulmonary nodules from low-dose computed tomography scans using a two-stage classification system based on local image features.
Proceedings of the Medical Imaging 2007: Computer-Aided Diagnosis, 2007