| 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 | 4319 | 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 | 180 | 2022 |
| 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 | 171 | 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 | 159 | 2017 |
| 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 | 136 | 2020 |
| 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 | 136 | 2019 |
| 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 | 110 | 2022 |
| 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 | 74 | 2016 |
| 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 | 74 | 2015 |
| 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 | 67 | 2020 |
| 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 | 64 | 2021 |
| 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 | 60 | 2022 |
| 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 | 59 | 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 | 56 | 2020 |
| 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 | 51 | 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 | 47 | 2017 |
| 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 | 27 | 2019 |
| 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 | 27 | 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 | 26 | 2013 |
| 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 | 24 | 2016 |
Philippe LambinProfessor of Precision Medicine, Maastricht University & Scientist ULBAdresse e-mail validée de maastrichtuniversity.nl
