Keelin Murphy

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

Collaborative distances:

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

2024

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

Ecem Sogancioglu, Bram van Ginneken, Finn Behrendt, Marcel Bengs, Alexander Schlaefer, Miron Radu, Di Xu, Ke Sheng, Fabien Scalzo, Eric Marcus, Samuele Papa, Jonas Teuwen, Ernst Th. Scholten, Steven Schalekamp, Nils Hendrix, Colin Jacobs, Ward Hendrix, Clara I. Sánchez, Keelin Murphy

CoRR, 2024

2023

FRODO: An In-Depth Analysis of a System to Reject Outlier Samples From a Trained Neural Network.

Erdi Calli, Bram van Ginneken, Ecem Sogancioglu, Keelin Murphy

IEEE Trans. Medical Imaging, April, 2023

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

Alessa Hering, Lasse Hansen, Tony C. W. Mok, Albert C. S. Chung, Hanna Siebert, Stephanie Häger, Annkristin Lange, Sven Kuckertz, Stefan Heldmann, Wei Shao, Sulaiman Vesal, Mirabela Rusu, Geoffrey A. Sonn, Théo Estienne, Maria Vakalopoulou, Luyi Han, Yunzhi Huang, Pew-Thian Yap, Mikael Brudfors, Yaël Balbastre, Samuel Joutard, Marc Modat, Gal Lifshitz, Dan Raviv, Jinxin Lv, Qiang Li, Vincent Jaouen, Dimitris Visvikis, Constance Fourcade, Mathieu Rubeaux, Wentao Pan, Zhe Xu, Bailiang Jian, Francesca De Benetti, Marek Wodzinski, Niklas Gunnarsson, Jens Sjölund, Daniel Grzech, Huaqi Qiu, Zeju Li, Alexander Thorley, Jinming Duan, Christoph Großbröhmer, Andrew Hoopes, Ingerid Reinertsen, Yiming Xiao, Bennett A. Landman, Yuankai Huo, Keelin Murphy, Nikolas Lessmann, Bram van Ginneken, Adrian V. Dalca, Mattias P. Heinrich

IEEE Trans. Medical Imaging, March, 2023

2021

Deep learning for chest X-ray analysis: A survey.

Erdi Çalli, Ecem Sogancioglu, Bram van Ginneken, Kicky G. van Leeuwen, Keelin Murphy

Medical Image Anal., 2021

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

Alessa Hering, Lasse Hansen, Tony C. W. Mok, Albert C. S. Chung, Hanna Siebert, Stephanie Häger, Annkristin Lange, Sven Kuckertz, Stefan Heldmann, Wei Shao, Sulaiman Vesal, Mirabela Rusu, Geoffrey A. Sonn, Théo Estienne, Maria Vakalopoulou, Luyi Han, Yunzhi Huang, Mikael Brudfors, Yaël Balbastre, Samuel Joutard, Marc Modat, Gal Lifshitz, Dan Raviv, Jinxin Lv, Qiang Li, Vincent Jaouen, Dimitris Visvikis, Constance Fourcade, Mathieu Rubeaux, Wentao Pan, Zhe Xu, Bailiang Jian, Francesca De Benetti, Marek Wodzinski, Niklas Gunnarsson, Huaqi Qiu, Zeju Li, Christoph Großbröhmer, Andrew Hoopes, Ingerid Reinertsen, Yiming Xiao, Bennett A. Landman, Yuankai Huo, Keelin Murphy, Bram van Ginneken, Adrian V. Dalca, Mattias P. Heinrich

CoRR, 2021

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

Ecem Sogancioglu, Keelin Murphy, Ernst Th. Scholten, Luuk H. Boulogne, Mathias Prokop, Bram van Ginneken

CoRR, 2021

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

Erdi Çalli, Keelin Murphy, Steef Kurstjens, Tijs Samson, Robert Herpers, Henk Smits, Matthieu Rutten, Bram van Ginneken

CoRR, 2021

2020

Cardiomegaly Detection on Chest Radiographs: Segmentation Versus Classification.

Ecem Sogancioglu, Keelin Murphy, Erdi Calli, Ernst Th. Scholten, Steven Schalekamp, Bram van Ginneken

IEEE Access, 2020

2019

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

Erdi Çalli, Keelin Murphy, Ecem Sogancioglu, Bram van Ginneken

CoRR, 2019

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

Keelin Murphy, Shifa Salman Habib, Syed Mohammad Asad Zaidi, Saira Khowaja, Aamir Khan, Jaime Melendez, Ernst Th. Scholten, Farhan Amad, Steven Schalekamp, Maurits Verhagen, Rick H. H. M. Philipsen, Annet Meijers, Bram van Ginneken

CoRR, 2019

Handling label noise through model confidence and uncertainty: application to chest radiograph classification.

Erdi Calli, Ecem Sogancioglu, Ernst Th. Scholten, Keelin Murphy, Bram van Ginneken

Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019

2016

A survey of medical image registration - under review.

Max A. Viergever, J. B. Antoine Maintz, Stefan Klein, Keelin Murphy, Marius Staring, Josien P. W. Pluim

Medical Image Anal., 2016

The truth is hard to make: Validation of medical image registration.

Josien P. W. Pluim, Sascha E. A. Muenzing, Koen A. J. Eppenhof, Keelin Murphy

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2012

Supervised quality assessment of medical image registration: Application to intra-patient CT lung registration.

Sascha E. A. Muenzing, Bram van Ginneken, Keelin Murphy, Josien P. W. Pluim

Medical Image Anal., 2012

2011

Evaluation of Registration Methods on Thoracic CT: The EMPIRE10 Challenge.

Keelin Murphy, Bram van Ginneken, Joseph M. Reinhardt, Sven Kabus, Kai Ding, Xiang Deng, Kunlin Cao, Kaifang Du, Gary E. Christensen, Vincent Garcia, Tom Vercauteren, Nicholas Ayache, Olivier Commowick, Grégoire Malandain, Ben Glocker, Nikos Paragios, Nassir Navab, Vladlena Gorbunova, Jon Sporring, Marleen de Bruijne, Xiao Han, Mattias P. Heinrich, Julia A. Schnabel, Mark Jenkinson, Cristian Lorenz, Marc Modat, Jamie McClelland, Sébastien Ourselin, Sascha E. A. Muenzing, Max A. Viergever, Dante De Nigris, D. Louis Collins, Tal Arbel, Marta Peroni, Rui Li, Gregory C. Sharp, Alexander Schmidt-Richberg, Jan Ehrhardt, René Werner, Dirk Smeets, Dirk Loeckx, Gang Song, Nicholas J. Tustison, Brian B. Avants, James C. Gee, Marius Staring, Stefan Klein, Berend C. Stoel, Martin Urschler, Manuel Werlberger, Jef Vandemeulebroucke, Simon Rit, David Sarrut, Josien P. W. Pluim

IEEE Trans. Medical Imaging, 2011

Semi-automatic construction of reference standards for evaluation of image registration.

Keelin Murphy, Bram van Ginneken, Stefan Klein, Marius Staring, Bartjan de Hoop, Max A. Viergever, Josien P. W. Pluim

Medical Image Anal., 2011

2010

elastix: A Toolbox for Intensity-Based Medical Image Registration.

Stefan Klein, Marius Staring, Keelin Murphy, Max A. Viergever, Josien P. W. Pluim

IEEE Trans. Medical Imaging, 2010

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

Bram van Ginneken, Samuel G. Armato III, Bartjan de Hoop, Saskia van Amelsvoort-van de Vorst, Thomas Duindam, Meindert Niemeijer, Keelin Murphy, Arnold M. R. Schilham, Alessandra Retico, Maria Evelina Fantacci, Niccolò Camarlinghi, Francesco Bagagli, Ilaria Gori, Takeshi Hara, Hiroshi Fujita, Gianfranco Gargano, Roberto Bellotti, Sabina Sonia Tangaro, Lourdes Bolanos, Francesco De Carlo, Piergiorgio Cerello, Sorin Cristian Cheran, Ernesto Lopez Torres, Mathias Prokop

Medical Image Anal., 2010

2009

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

Keelin Murphy, Bram van Ginneken, Arnold M. R. Schilham, Bartjan de Hoop, H. A. Gietema, Mathias Prokop

Medical Image Anal., 2009

Automatic detection of registration errors for quality assessment in medical image registration.

Sascha E. A. Muenzing, Keelin Murphy, Bram van Ginneken, Josien P. W. Pluim

Proceedings of the Medical Imaging 2009: Image Processing, 2009

Evaluation of 4D-CT Lung Registration.

Sven Kabus, Tobias Klinder, Keelin Murphy, Bram van Ginneken, Cristian Lorenz, Josien P. W. Pluim

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

2008

Semi-automatic Reference Standard Construction for Quantitative Evaluation of Lung CT Registration.

Keelin Murphy, Bram van Ginneken, Josien P. W. Pluim, Stefan Klein, Marius Staring

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.

Bram van Ginneken, Andre Tan, Keelin Murphy, Bart-Jan de Hoop, Mathias Prokop

Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, 2008

2007

Automated detection of pulmonary nodules from low-dose computed tomography scans using a two-stage classification system based on local image features.

Keelin Murphy, Arnold M. R. Schilham, Hester A. Gietema, Mathias Prokop, Bram van Ginneken

Proceedings of the Medical Imaging 2007: Computer-Aided Diagnosis, 2007