| Guidelines and quality criteria for artificial intelligence-based prediction models in healthcare: a scoping review AAH de Hond, AM Leeuwenberg, L Hooft, IMJ Kant, SWJ Nijman, ... NPJ digital medicine 5 (1), 2, 2022 | 186 | 2022 |
| Analysis of discrepancies between pulse oximetry and arterial oxygen saturation measurements by race and ethnicity and association with organ dysfunction and mortality AKI Wong, M Charpignon, H Kim, C Josef, AAH De Hond, JJ Fojas, ... JAMA Network Open 4 (11), e2131674-e2131674, 2021 | 133 | 2021 |
| Interpreting area under the receiver operating characteristic curve AAH de Hond, EW Steyerberg, B van Calster The Lancet Digital Health 4 (12), e853-e855, 2022 | 92 | 2022 |
| Machine learning for developing a prediction model of hospital admission of emergency department patients: Hype or hope? A De Hond, W Raven, L Schinkelshoek, M Gaakeer, E Ter Avest, O Sir, ... International journal of medical informatics 152, 104496, 2021 | 34 | 2021 |
| Can time heal all wounds? An empirical assessment of adaptation to functional limitations in an older population A de Hond, P Bakx, M Versteegh Social Science & Medicine 222, 180-187, 2019 | 21 | 2019 |
| Picture a data scientist: a call to action for increasing diversity, equity, and inclusion in the age of AI AAH de Hond, MM van Buchem, T Hernandez-Boussard Journal of the American Medical Informatics Association 29 (12), 2178-2181, 2022 | 14 | 2022 |
| Guidelines and quality criteria for artificial intelligence-based prediction models in healthcare: a scoping review. NPJ Digit Med [Internet]. 2022; 5 (1): 2 AAH De Hond, AM Leeuwenberg, L Hooft, IMJ Kant, SWJ Nijman, ... This work identifies actionable guidelines for the development, evaluation …, 0 | 13 | |
| Predicting readmission or death after discharge from the ICU: external validation and retraining of a machine learning model AAH de Hond, IMJ Kant, M Fornasa, G Cinà, PWG Elbers, PJ Thoral, ... Critical Care Medicine 51 (2), 291-300, 2023 | 12 | 2023 |
| Perspectives on validation of clinical predictive algorithms AAH de Hond, VB Shah, IMJ Kant, B Van Calster, EW Steyerberg, ... NPJ Digital Medicine 6 (1), 86, 2023 | 8 | 2023 |
| Intensive Care Unit Physicians’ Perspectives on Artificial Intelligence–Based Clinical Decision Support Tools: Preimplementation Survey Study SL van der Meijden, AAH de Hond, PJ Thoral, EW Steyerberg, IMJ Kant, ... JMIR human factors 10, e39114, 2023 | 8 | 2023 |
| Machine learning did not beat logistic regression in time series prediction for severe asthma exacerbations AAH de Hond, IMJ Kant, PJ Honkoop, AD Smith, EW Steyerberg, JK Sont Scientific reports 12 (1), 20363, 2022 | 7 | 2022 |
| Prediction of acute respiratory failure requiring advanced respiratory support in advance of interventions and treatment: a multivariable prediction model from electronic … AKI Wong, R Kamaleswaran, A Tabaie, MA Reyna, C Josef, C Robichaux, ... Critical Care Explorations 3 (5), e0402, 2021 | 5 | 2021 |
| Evaluation of the performance of algorithms mapping EORTC QLQ-C30 onto the EQ-5D index in a metastatic colorectal cancer cost-effectiveness model MD Franken, A de Hond, K Degeling, CJA Punt, M Koopman, ... Health and Quality of Life Outcomes 18, 1-13, 2020 | 5 | 2020 |
| Analysis of Discrepancies Between Pulse Oximetry and Arterial Oxygen Saturation Measurements by Race and Ethnicity and Association With Organ Dysfunction and Mortality. JAMA … AI Wong, M Charpignon, H Kim, C Josef, AAH de Hond, JJ Fojas, ... | 2 | 2021 |
| A Bayesian approach to predictive uncertainty in chemotherapy patients at risk of acute care utilization C Fanconi, A de Hond, D Peterson, A Capodici, T Hernandez-Boussard EBioMedicine 92, 2023 | 1 | 2023 |
| Commentary: Artificial Intelligence and Statistics: Just the Old Wine in New Wineskins? AAH de Hond, B Van Calster, EW Steyerberg Frontiers in Digital Health 4, 923944, 2022 | 1 | 2022 |
| Machine learning did not outperform conventional competing risk modeling to predict revision arthroplasty JHF Oosterhoff, AAH de Hond, RM Peters, LN van Steenbergen, JC Sorel, ... Clinical Orthopaedics and Related Research®, 10.1097, 2022 | 1 | 2022 |
| The harms of class imbalance corrections for machine learning based prediction models: a simulation study A Carriero, K Luijken, A de Hond, KGM Moons, B van Calster, ... arXiv preprint arXiv:2404.19494, 2024 | | 2024 |
| Predicting Depression Risk in Patients With Cancer Using Multimodal Data: Algorithm Development Study A de Hond, M van Buchem, C Fanconi, M Roy, D Blayney, I Kant, ... JMIR Medical Informatics 12 (1), e51925, 2024 | | 2024 |
| Why the grass isn't always greener on the machine learning side A de Hond, M Huisman, M Van Smeden European Journal of Internal Medicine 118, 36-37, 2023 | | 2023 |
