David K. Menon

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 22

Top Topics

Lesion Segmentation

Network Connectivity

Traumatic Brain Injury

Top Venues

Publications

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 (2024)
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 (2024)
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 (2023)
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)
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 (2023)
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 (2022)
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 (2022)
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)
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 (2021)
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 (2021)
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 (2020)
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) (2019)
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)
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) (2018)
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)
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)
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 (2017)
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) (2016)
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)
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)
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 (2016)
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 (2016)
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) (2015)
Deniz Vatansever, David K. Menon, Anne E. Manktelow, Barbara J. Sahakian, Emmanuel A. Stamatakis
Default mode network connectivity during task execution. NeuroImage 122 (2015)
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) (2015)
Juha Koikkalainen, Jyrki Lötjönen, Christian Ledig, Daniel Rueckert, Olli Tenovuo, David K. Menon
Automatic quantification of CT images for traumatic brain injury. ISBI (2014)
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)
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)