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Anne de Hond
Anne de Hond
Assistant professor Julius Centre, University Medical Centre Utrecht
Geverifieerd e-mailadres voor umcutrecht.nl
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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
2652022
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
1762021
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
1692022
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
422021
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
232019
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
212022
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
202023
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 Ciną, PWG Elbers, PJ Thoral, ...
Critical care medicine 51 (2), 291-300, 2023
192023
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
19
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
122023
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
122022
Don’t be misled: Three misconceptions about external validation of clinical prediction models
HM la Roi-Teeuw, FS van Royen, A de Hond, A Zahra, S de Vries, ...
Journal of Clinical Epidemiology, 111387, 2024
72024
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
62021
Interpreting area under the receiver operating characteristic curve. Lancet Digit Health. 2022; 4 (12): e853–5
AAH de Hond, EW Steyerberg, B van Calster
6
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
52020
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
42024
From text to treatment: the crucial role of validation for generative large language models in health care
A de Hond, T Leeuwenberg, R Bartels, M van Buchem, I Kant, ...
The Lancet Digital Health 6 (7), e441-e443, 2024
32024
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, ...
32021
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
22024
Predicting Depression Risk in Patients with Cancer Using Multimodal Data
A De Hond, M van Buchem, C Fanconi, M Roy, D Blayney, I Kant, ...
Caring is Sharing–Exploiting the Value in Data for Health and Innovation …, 2023
22023
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