Research Profile

Keelin Murphy

Biography

Dr Keelin Murphy is a post-doctoral researcher on a fellowship from the Irish Research Council.  She obtained her PhD from the University Medical Centre, Utrecht, The Netherlands, in 2011. Her thesis focused on automated medical image analysis, specifically nodule detection and intra-patient registration in thoracic CT. Her current project focuses on automatic interpretation of MRI scans of neonates with hypoxic ischemic encephalopathy (HIE).

Publications

Books

 YearPublication
(2013)Validation and Comparison of Approaches to Respiratory Motion Estimation.
Sven Kabus, Tobias Klinder, Keelin Murphy, René Werner, David Sarrut (2013) Validation and Comparison of Approaches to Respiratory Motion Estimation. Springer: Springer. [Details]

Peer Reviewed Journals

 YearPublication
(2015)'Automated analysis of multi-channel EEG in preterm infants'
Murphy K, Stevenson NJ, Goulding RM, Lloyd RO, Korotchikova I, Livingstone V, Boylan GB (2015) 'Automated analysis of multi-channel EEG in preterm infants'. Clinical neurophysiology : official journal of the International Federation of Clinical Neurophysiology, [DOI] [Details]
(2012)'Supervised quality assessment of medical image registration: Application to intra-patient CT lung registration'
SEA Münzing, B van Ginneken, K Murphy, JPW Pluim (2012) 'Supervised quality assessment of medical image registration: Application to intra-patient CT lung registration'. Medical Image Analysis, 16 (8):1521-1531 [Details]
(2012)'Towards automatic regional analysis of pulmonary function using inspiration and expiration thoracic CT'
Keelin Murphy, Josien PW Pluim, Eva M van Rikxoort, Pim A de Jong, Bartjan de Hoop, Hester A Gietema, Onno Mets, Marleen de Bruijne, Pechin Lo, Mathias Prokop, Bram van Ginneken (2012) 'Towards automatic regional analysis of pulmonary function using inspiration and expiration thoracic CT'. Medical Physics, 39 (3):1650-1662 [Details]
(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 R McClelland, Sébastien Ourselin, SE Muenzing, Max A Viergever, Dante De Nigris, D Louis Collins, Tal Arbel, Marta Peroni, Rui Li, GC Sharp, Alexander Schmidt-Richberg, Jan Ehrhardt, René Werner, Dirk Smeets, Dirk Loeckx, Gang Song, Nicholas Tustison, Brian Avants, JC Gee, Marius Staring, Stefan Klein, BC Stoel, Martin Urschler, Manuel Werlberger, Jef Vandemeulebroucke, Simon Rit, David Sarrut, JPW Pluim (2011) 'Evaluation of Registration Methods on Thoracic CT: The EMPIRE10 Challenge'. IEEE Transactions On Medical Imaging, 30 (11) [Details]
(2011)'K Murphy, B van Ginneken, S Klein, M Staring, BJ de Hoop, MA Viergever, JPW Pluim'
K Murphy, B van Ginneken, S Klein, M Staring, BJ de Hoop, MA Viergever, JPW Pluim (2011) 'K Murphy, B van Ginneken, S Klein, M Staring, BJ de Hoop, MA Viergever, JPW Pluim'. Medical Image Analysis, 15 (1):71-84 [Details]
(2011)'The relationship between lung function impairment and quantitative computed tomography in chronic obstructive pulmonary disease'
OM Mets, K Murphy, P Zanen, HA Gietema, JW Lammers, B van Ginneken, M Prokop, PA de Jong (2011) 'The relationship between lung function impairment and quantitative computed tomography in chronic obstructive pulmonary disease'. European Radiology, 22 (1):1-9 [Details]
(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, Bartjan de Hoop, Saskia van Amelsvoort-van de Vorst, Thomas Duindam, Meindert Niemeijer, Keelin Murphy, Arnold Schilham, Alessandra Retico, Maria Evelina Fantacci, Niccolò Camarlinghi, Francesco Bagagli, Ilaria Gori, Takeshi Hara, Hiroshi Fujita, Gianfranco Gargano, Roberto Bellotti, Sabina Tangaro, Lourdes Bolaños, Francesco De Carlo, Piergiorgio Cerello, Sorin Cristian Cheran, Ernesto Lopez Torres, Mathias Prokop (2010) 'Comparing and combining algorithms for computer-aided detection of pulmonary nodules in computed tomography scans: The ANODE09 study'. Medical Image Analysis, 14 (6):707-722 [Details]
(2010)'Automated estimation of progression of interstitial lung disease in CT images'
Yulia Arzhaeva, Mathias Prokop, Keelin Murphy, Eva M van Rikxoort, Pim A de Jong, Hester A Gietema, Max A Viergever, Bram van Ginneken (2010) 'Automated estimation of progression of interstitial lung disease in CT images'. Medical Physics, 37 [Details]
(2010)'Elastix: a toolbox for intensity-based medical image registration'
Stefan Klein, Marius Staring, Keelin Murphy, Max A Viergever, JPW Pluim (2010) 'Elastix: a toolbox for intensity-based medical image registration'. IEEE Transactions In Medical Imaging, 29 (1):196-205 [Details]
(2010)'Pulmonary Ground-Glass Nodules: Increase in Mass as an Early Indicator of Growth'
Bartjan de Hoop, Hester Gietema, Saskia van de Vorst, Keelin Murphy, Rob J van Klaveren, Mathias Prokop (2010) 'Pulmonary Ground-Glass Nodules: Increase in Mass as an Early Indicator of Growth'. Radiology, 255 (1):199-206 [Details]
(2009)'A large-scale evaluation of automatic pulmonary nodule detection in chest CT using local image features and k-nearest-neighbour classification'
K Murphy, B Van Ginneken, AMR Schilham, BJ De Hoop, HA Gietema, M Prokop (2009) 'A large-scale evaluation of automatic pulmonary nodule detection in chest CT using local image features and k-nearest-neighbour classification'. Medical Image Analysis, 13 (5):757-770 [Details]

Conference Publications

 YearPublication
(2009)Medical Image Computing and Computer-Assisted Intervention–MICCAI
Sven Kabus, Tobias Klinder, Keelin Murphy, Bram van Ginneken, Cristian Lorenz, Josien Pluim (2009) Evaluation of 4D-CT lung registration Medical Image Computing and Computer-Assisted Intervention–MICCAI , pp.747-754 [Details]
(2008)Medical Image Computing and Computer-Assisted Intervention–MICCAI
Keelin Murphy, Bram van Ginneken, Josien Pluim, Stefan Klein, Marius Staring (2008) Semi-automatic reference standard construction for quantitative evaluation of lung CT registration Medical Image Computing and Computer-Assisted Intervention–MICCAI , pp.1006-1013 [Details]

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School of Biological, Earth and Environmental Sciences

An Scoil Eolaíochtaí Bitheolaíocha, Domhaneolaíocha agus Comhshaoil

University College Cork, Distillery Fields, North Mall, Cork, Ireland T23 N73K

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