| Explainable machine learning can outperform Cox regression predictions and provide insights in breast cancer survival A Moncada-Torres, MC van Maaren, MP Hendriks, S Siesling, ... Scientific Reports 11 (6968), 1-13, 2021 | 180 | 2021 |
| Activity classification based on inertial and barometric pressure sensors at different anatomical locations A Moncada-Torres, K Leuenberger, R Gonzenbach, A Luft, R Gassert Physiological measurement 35 (7), 1245, 2014 | 146 | 2014 |
| VANTAGE6: an open source priVAcy preserviNg federaTed leArninG infrastructurE for Secure Insight eXchange A Moncada-Torres, F Martin, M Sieswerda, J van Soest, G Geleijnse AMIA 2020 Virtual Annual Symposium, 870-877, 2020 | 50 | 2020 |
| Machine Learning Explainability in Breast Cancer Survival T Jansen, G Geleijnse, M van Maaren, MP Hendriks, A Ten Teije, ... Studies in Health Technology and Informatics - Proceedings of the 30th …, 2020 | 32 | 2020 |
| Speech Envelope Enhancement Instantaneously Effaces Atypical Speech Perception in Dyslexia T Van Hirtum, A Moncada-Torres, P Ghesquière, J Wouters Ear and Hearing, 2019 | 28 | 2019 |
| Quantification of long cane usage characteristics with the constant contact technique Y Kim, A Moncada-Torres, J Furrer, M Riesch, R Gassert Applied ergonomics 55, 216-225, 2016 | 20 | 2016 |
| A federated generalized linear model for privacy-preserving analysis M Cellamare, AJ van Gestel, H Alradhi, F Martin, A Moncada-Torres Algorithms 15 (7), 243, 2022 | 12 | 2022 |
| Heterogeneity in Quality of Life of Long-Term Colon Cancer Survivors: A Latent Class Analysis of the Population-Based PROFILES Registry FJ Clouth, A Moncada-Torres, G Geleijnse, F Mols, FN van Erning, ... The Oncologist 25, 1-8, 2020 | 10 | 2020 |
| Using Explainable Machine Learning to Explore the Impact of Synoptic Reporting on Prostate Cancer FM Janssen, KKH Aben, BL Heesterman, QJM Voorham, PA Seegers, ... Algorithms 15 (49), 1-14, 2022 | 9 | 2022 |
| An improved infrastructure for privacy-preserving analysis of patient data J Mantas Adv. Informatics, Manag. Technol. Healthc 295, 144, 2022 | 8 | 2022 |
| Predicting phoneme and word recognition in noise using a computational model of the auditory periphery A Moncada-Torres, A van Wieringen, IC Bruce, J Wouters, T Francart The Journal of the Acoustical Society of America 141 (1), 300-312, 2017 | 8 | 2017 |
| Machine learning explainability in breast cancer survival. Digital personalized health and medicine T Jansen, G Geleijnse, M Van Maaren, MP Hendriks, A Ten Teije, ... IOS Press, 2020 | 7 | 2020 |
| The effect of presentation level on spectrotemporal modulation detection S Magits, A Moncada-Torres, L Van Deun, J Wouters, A van Wieringen, ... Hearing Research 371, 11-18, 2018 | 6 | 2018 |
| Functional modelling of interaural time difference discrimination in acoustical and electrical hearing A Prokopiou, A Moncada-Torres, J Wouters, T Francart Journal of Neural Engineering 14 (4), 046021, 2017 | 6 | 2017 |
| A federated approach to identify women with early-stage cervical cancer at low risk of lymph node metastases HHB Wenzel, AN Hardie, A Moncada-Torres, CK Høgdall, RLM Bekkers, ... European Journal of Cancer 185, 61-68, 2023 | 5 | 2023 |
| A framework for computational modelling of interaural time difference discrimination of normal and hearing-impaired listeners A Moncada-Torres, SN Joshi, A Prokopiou, J Wouters, B Epp, T Francart The Journal of the Acoustical Society of America 144 (2), 940-954, 2018 | 3 | 2018 |
| Using federated learning to identify women with early-stage cervical cancer at low risk of lymph node metastasis HH Wenzel, AN Hardie, RLM Bekkers, H Falconer, CK Høgdall, ... Improving quality of cervical cancer care with (inter) national cancer …, 2022 | 1 | 2022 |
| A novel method for continuous measurements of clinical practice guideline adherence KCWJ Ebben, CD de Kroon, CE Schmeink, OL van der Hel, ... Learning Health Systems 7 (4), e10384, 2023 | | 2023 |
| 2022-LBA-1282-ESGO Identifying women with early-stage cervical cancer at low risk of lymph node metastases, in a large international cohort–A logistic regression analysis … H Wenzel, AN Hardie, R Bekkers, H Falconer, C Høgdall, P Jensen, ... International Journal of Gynecologic Cancer 32 (Suppl 2), 2022 | | 2022 |
| Applied Physiological Modelling of Auditory Processes A Moncada-Torres KU Leuven, 2018 | | 2018 |
Gijs GeleijnseSenior Clinical Data Scientist, IKNL Netherlands Comprehensive Cancer OrganisationVerified email at iknl.nl
