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ORCIDDavid K. Menon
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- affiliation: University of Cambridge, Addenbrooke's Hospital, UK
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Journal Articles
- 2023
[j19]Andrea I. Luppi
, Pedro A. M. Mediano, Fernando E. Rosas, Judith Allanson, John D. Pickard, Guy B. Williams, Michael M. Craig, Paola Finoia, Alexander R. D. Peattie, Peter Coppola, David K. Menon, Daniel Bor, Emmanuel A. Stamatakis:
Reduced emergent character of neural dynamics in patients with a disrupted connectome. NeuroImage 269: 119926 (2023)- [j18]Shubhayu Bhattacharyay, Pier Francesco Caruso, Cecilia Åkerlund, Lindsay Wilson, Robert D. Stevens, David K. Menon, Ewout W. Steyerberg, David W. Nelson, Ari Ercole:
Mining the contribution of intensive care clinical course to outcome after traumatic brain injury. npj Digit. Medicine 6 (2023) - 2022
- [j17]Peter Coppola, Lennart R. B. Spindler, Andrea I. Luppi, Ram Adapa, Lorina Naci, Judith Allanson, Paola Finoia, Guy B. Williams, John D. Pickard, Adrian M. Owen, David K. Menon, Emmanuel A. Stamatakis:
Network dynamics scale with levels of awareness. NeuroImage 254: 119128 (2022) - 2021
- [j16]Andrea I. Luppi, Robin L. Carhart-Harris, Leor Roseman, Ioannis Pappas, David K. Menon, Emmanuel A. Stamatakis:
LSD alters dynamic integration and segregation in the human brain. NeuroImage 227: 117653 (2021) - 2020
- [j15]Thomas F. Varley, Robin L. Carhart-Harris, Leor Roseman, David K. Menon, Emmanuel A. Stamatakis:
Serotonergic psychedelics LSD & psilocybin increase the fractal dimension of cortical brain activity in spatial and temporal domains. NeuroImage 220: 117049 (2020) - 2019
- [j14]Ioannis Pappas, Ram Adapa, D. K. Menon, Emmanuel A. Stamatakis:
Brain network disintegration during sedation is mediated by the complexity of sparsely connected regions. NeuroImage 186: 221-233 (2019) - [j13]Adil Umer, Jussi Mattila, Hilkka Liedes, Juha Koikkalainen, Jyrki Lötjönen, Ari Katila, Janek Frantzen, Virginia F. J. Newcombe, Olli Tenovuo, David K. Menon, Mark J. van Gils:
A Decision Support System for Diagnostics and Treatment Planning in Traumatic Brain Injury. IEEE J. Biomed. Health Informatics 23(3): 1261-1268 (2019) - 2018
- [j12]Deniz Vatansever, Anne E. Manktelow, Barbara J. Sahakian, David K. Menon, Emmanuel A. Stamatakis:
Default Mode Network Engagement Beyond Self-Referential Internal Mentation. Brain Connect. 8(4): 245-253 (2018) - [j11]Michael M. Craig, Anne E. Manktelow, Barbara J. Sahakian, David K. Menon, Emmanuel A. Stamatakis:
Spectral Diversity in Default Mode Network Connectivity Reflects Behavioral State. J. Cogn. Neurosci. 30(4) (2018) - 2017
- [j10]Konstantinos Kamnitsas, Christian Ledig, Virginia F. J. Newcombe, Joanna P. Simpson, Andrew D. Kane, David K. Menon, Daniel Rueckert, Ben Glocker:
Efficient multi-scale 3D CNN with fully connected CRF for accurate brain lesion segmentation. Medical Image Anal. 36: 61-78 (2017) - 2016
- [j9]Deniz Vatansever, Anne E. Manktelow, Barbara J. Sahakian, David K. Menon, Emmanuel A. Stamatakis:
Cognitive Flexibility: A Default Network and Basal Ganglia Connectivity Perspective. Brain Connect. 6(3): 201-207 (2016) - [j8]Srivas Chennu, Stuart O'Connor, Ram Adapa, David K. Menon, Tristan A. Bekinschtein:
Brain Connectivity Dissociates Responsiveness from Drug Exposure during Propofol-Induced Transitions of Consciousness. PLoS Comput. Biol. 12(1) (2016) - 2015
- [j7]Christian Ledig, Rolf A. Heckemann, Alexander Hammers, Juan Carlos López, Virginia F. J. Newcombe, Antonios Makropoulos, Jyrki Lötjönen, David K. Menon, Daniel Rueckert:
Robust whole-brain segmentation: Application to traumatic brain injury. Medical Image Anal. 21(1): 40-58 (2015) - [j6]Deniz Vatansever, David K. Menon, Anne E. Manktelow, Barbara J. Sahakian, Emmanuel A. Stamatakis:
Default mode network connectivity during task execution. NeuroImage 122: 96-104 (2015) - [j5]Marco Sorani, John K. Yue, Sourabh Sharma, Geoffrey T. Manley, Adam R. Ferguson, Shelly R. Cooper, Kristen Dams-O'Connor, Wayne A. Gordon, Hester F. Lingsma, Andrew I. R. Maas, David K. Menon, Diane Morabito, Pratik Mukherjee, David O. Okonkwo, Ava M. Puccio, Alex B. Valadka, Esther L. Yuh:
Genetic Data Sharing and Privacy. Neuroinformatics 13(1): 1-6 (2015) - 2014
- [j4]Srivas Chennu, Paola Finoia, Evelyn Kamau, Judith Allanson, Guy B. Williams, Martin M. Monti, Valdas Noreika, Aurina Arnatkeviciute, Andrés Canales-Johnson, Francisco Olivares, Daniela Cabezas-Soto, David K. Menon, John D. Pickard, Adrian M. Owen, Tristan A. Bekinschtein:
Spectral Signatures of Reorganised Brain Networks in Disorders of Consciousness. PLoS Comput. Biol. 10(10) (2014) - 2012
- [j3]J. L. Hughes, Peter S. Jones, J. S. Beech, D. Wang, D. K. Menon, Franklin I. Aigbirhio, Tim D. Fryer, Jean-Claude Baron:
A microPET study of the regional distribution of [11C]-PK11195 binding following temporary focal cerebral ischemia in the rat. Correlation with post mortem mapping of microglia activation. NeuroImage 59(3): 2007-2016 (2012) - 2010
- [j2]J. L. Hughes, J. S. Beech, Peter S. Jones, D. Wang, D. K. Menon, Jean-Claude Baron:
Mapping selective neuronal loss and microglial activation in the salvaged neocortical penumbra in the rat. NeuroImage 49(1): 19-31 (2010) - 2006
- [j1]Claire Helen Salmond, D. K. Menon, D. A. Chatfield, G. B. Williams, A. Pena, B. J. Sahakian, John D. Pickard:
Diffusion tensor imaging in chronic head injury survivors: correlations with learning and memory indices. NeuroImage 29(1): 117-124 (2006)
Conference and Workshop Papers
- 2021
- [c6]Konstantinos Kamnitsas, Stefan Winzeck, Evgenios N. Kornaropoulos, Daniel Whitehouse, Cameron Englman, Poe Phyu, Norman Pao, David K. Menon, Daniel Rueckert, Tilak Das, Virginia F. J. Newcombe, Ben Glocker:
Transductive Image Segmentation: Self-training and Effect of Uncertainty Estimation. DART/FAIR@MICCAI 2021: 79-89 - 2019
- [c5]Miguel Monteiro, Konstantinos Kamnitsas, Enzo Ferrante, Francois Mathieu, Steven McDonagh, Sam Cook, Susan Stevenson, Tilak Das, Aneesh Khetani, Tom Newman, Fred Zeiler, Richard Digby, Jonathan P. Coles, Daniel Rueckert, David K. Menon, Virginia F. J. Newcombe, Ben Glocker:
TBI Lesion Segmentation in Head CT: Impact of Preprocessing and Data Augmentation. BrainLes@MICCAI (1) 2019: 13-22 - 2017
- [c4]Konstantinos Kamnitsas, Christian F. Baumgartner, Christian Ledig, Virginia F. J. Newcombe, Joanna P. Simpson, Andrew D. Kane, David K. Menon, Aditya V. Nori, Antonio Criminisi, Daniel Rueckert, Ben Glocker:
Unsupervised Domain Adaptation in Brain Lesion Segmentation with Adversarial Networks. IPMI 2017: 597-609 - 2016
- [c3]Hilkka Liedes, Jussi Mattila, Hester F. Lingsma, Jyrki Lötjönen, David K. Menon, Olli Tenovuo, Mark J. van Gils:
Prediction of Outcome after Traumatic Brain Injury: Comparison of Disease State Index and IMPACT Calculator. pHealth 2016: 175-180 - 2014
- [c2]Juha Koikkalainen, Jyrki Lötjönen, Christian Ledig, Daniel Rueckert, Olli Tenovuo, David K. Menon:
Automatic quantification of CT images for traumatic brain injury. ISBI 2014: 125-128 - [c1]Anil Rao, Christian Ledig, Virginia F. J. Newcombe, David K. Menon, Daniel Rueckert:
Contusion segmentation from subjects with Traumatic Brain Injury: A random forest framework. ISBI 2014: 333-336
Informal and Other Publications
- 2024
- [i7]Wentian Xu, Matthew Moffat, Thalia Seale, Ziyun Liang, Felix Wagner, Daniel Whitehouse, David K. Menon, Virginia F. J. Newcombe, Natalie Voets, Abhirup Banerjee, Konstantinos Kamnitsas:
Feasibility and benefits of joint learning from MRI databases with different brain diseases and modalities for segmentation. CoRR abs/2405.18511 (2024) - [i6]Felix Wagner, Wentian Xu, Pramit Saha, Ziyun Liang, Daniel Whitehouse, David K. Menon, Natalie Voets, J. Alison Noble, Konstantinos Kamnitsas:
Feasibility of Federated Learning from Client Databases with Different Brain Diseases and MRI Modalities. CoRR abs/2406.11636 (2024) - 2023
- [i5]Shubhayu Bhattacharyay, Pier Francesco Caruso, Cecilia Åkerlund, Lindsay Wilson, Robert D. Stevens, David K. Menon, Ewout W. Steyerberg, David W. Nelson, Ari Ercole:
Contribution of clinical course to outcome after traumatic brain injury: mining patient trajectories from European intensive care unit data. CoRR abs/2303.04630 (2023) - 2022
- [i4]Shubhayu Bhattacharyay, Ioan Milosevic, Lindsay Wilson, David K. Menon, Robert D. Stevens, Ewout W. Steyerberg, David W. Nelson, Ari Ercole:
The leap to ordinal: functional prognosis after traumatic brain injury using artificial intelligence. CoRR abs/2202.04801 (2022) - 2021
- [i3]Konstantinos Kamnitsas, Stefan Winzeck, Evgenios N. Kornaropoulos, Daniel Whitehouse, Cameron Englman, Poe Phyu, Norman Pao, David K. Menon, Daniel Rueckert, Tilak Das, Virginia F. J. Newcombe, Ben Glocker:
Transductive image segmentation: Self-training and effect of uncertainty estimation. CoRR abs/2107.08964 (2021) - 2016
- [i2]Konstantinos Kamnitsas, Christian Ledig, Virginia F. J. Newcombe, Joanna P. Simpson, Andrew D. Kane, David K. Menon, Daniel Rueckert, Ben Glocker:
Efficient Multi-Scale 3D CNN with Fully Connected CRF for Accurate Brain Lesion Segmentation. CoRR abs/1603.05959 (2016) - [i1]Konstantinos Kamnitsas, Christian F. Baumgartner, Christian Ledig, Virginia F. J. Newcombe, Joanna P. Simpson, Andrew D. Kane, David K. Menon, Aditya V. Nori, Antonio Criminisi, Daniel Rueckert, Ben Glocker:
Unsupervised domain adaptation in brain lesion segmentation with adversarial networks. CoRR abs/1612.08894 (2016)
Coauthor Index
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