Sean Walsh
Sean Walsh
Radiomics - Insight-based decision making
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Radiomics: the bridge between medical imaging and personalized medicine
P Lambin, RTH Leijenaar, TM Deist, J Peerlings, EEC De Jong, ...
Nature reviews Clinical oncology 14 (12), 749-762, 2017
Infrastructure and distributed learning methodology for privacy-preserving multi-centric rapid learning health care: euroCAT
TM Deist, A Jochems, J van Soest, G Nalbantov, C Oberije, S Walsh, ...
Clinical and translational radiation oncology 4, 24-31, 2017
Decision support systems for personalized and participative radiation oncology
P Lambin, J Zindler, BGL Vanneste, L Van De Voorde, D Eekers, ...
Advanced drug delivery reviews 109, 131-153, 2017
A review in radiomics: making personalized medicine a reality via routine imaging
J Guiot, A Vaidyanathan, L Deprez, F Zerka, D Danthine, AN Frix, ...
Medicinal research reviews 42 (1), 426-440, 2022
Decision support systems in oncology
S Walsh, EEC de Jong, JE van Timmeren, A Ibrahim, I Compter, ...
JCO clinical cancer informatics 3, 1-9, 2019
Systematic review of privacy-preserving distributed machine learning from federated databases in health care
F Zerka, S Barakat, S Walsh, M Bogowicz, RTH Leijenaar, A Jochems, ...
JCO clinical cancer informatics 4, 184-200, 2020
Data harmonisation for information fusion in digital healthcare: A state-of-the-art systematic review, meta-analysis and future research directions
Y Nan, J Del Ser, S Walsh, C Schönlieb, M Roberts, I Selby, K Howard, ...
Information Fusion 82, 99-122, 2022
Modern clinical research: How rapid learning health care and cohort multiple randomised clinical trials complement traditional evidence based medicine
P Lambin, J Zindler, B Vanneste, L Van De Voorde, M Jacobs, D Eekers, ...
Acta Oncologica 54 (9), 1289-1300, 2015
Benefit of particle therapy in re-irradiation of head and neck patients. Results of a multicentric in silico ROCOCO trial
DBP Eekers, E Roelofs, U Jelen, M Kirk, M Granzier, F Ammazzalorso, ...
Radiotherapy and Oncology 121 (3), 387-394, 2016
Blockchain for privacy preserving and trustworthy distributed machine learning in multicentric medical imaging (C-DistriM)
F Zerka, V Urovi, A Vaidyanathan, S Barakat, RTH Leijenaar, S Walsh, ...
Ieee Access 8, 183939-183951, 2020
Radiomics analysis for clinical decision support in nuclear medicine
A Ibrahim, M Vallieres, H Woodruff, S Primakov, M Beheshti, S Keek, ...
Seminars in nuclear medicine 49 (5), 438-449, 2019
Development and validation of an automated radiomic CT signature for detecting COVID-19
J Guiot, A Vaidyanathan, L Deprez, F Zerka, D Danthine, AN Frix, M Thys, ...
Diagnostics 11 (1), 41, 2020
Federated learning for multi-center imaging diagnostics: a simulation study in cardiovascular disease
A Linardos, K Kushibar, S Walsh, P Gkontra, K Lekadir
Scientific Reports 12 (1), 3551, 2022
Radiomics in lung diseases imaging: state-of-the-art for clinicians
AN Frix, F Cousin, T Refaee, F Bottari, A Vaidyanathan, C Desir, W Vos, ...
Journal of Personalized Medicine 11 (7), 602, 2021
Big data in radiation therapy: challenges and opportunities
T Lustberg, J van Soest, A Jochems, T Deist, Y van Wijk, S Walsh, ...
The British journal of radiology 90 (1069), 20160689, 2017
Deep learning for the fully automated segmentation of the inner ear on MRI
A Vaidyanathan, MFJA van der Lubbe, RTH Leijenaar, M van Hoof, ...
Scientific reports 11 (1), 2885, 2021
Development of a virtual spacer to support the decision for the placement of an implantable rectum spacer for prostate cancer radiotherapy: Comparison of dose, toxicity and …
Y van Wijk, BGL Vanneste, S Walsh, S van der Meer, B Ramaekers, ...
Radiotherapy and Oncology 125 (1), 107-112, 2017
A TCP model for external beam treatment of intermediate‐risk prostate cancer
S Walsh, W van der Putten
Medical physics 40 (3), 031709, 2013
Decision support systems in prostate cancer treatment: an overview
Y van Wijk, I Halilaj, E van Limbergen, S Walsh, L Lutgens, P Lambin, ...
BioMed Research International 2019 (1), 4961768, 2019
A validated tumor control probability model based on a meta‐analysis of low, intermediate, and high‐risk prostate cancer patients treated by photon, proton, or carbon‐ion …
S Walsh, E Roelofs, P Kuess, P Lambin, B Jones, D Georg, F Verhaegen
Medical physics 43 (2), 734-747, 2016
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