| A Wolf in Sheep’s Clothing: Reuse of Routinely Obtained Laboratory Data in Research LM Overmars, MSA Niemantsverdriet, TKJ Groenhof, MCH De Groot, ... Journal of Medical Internet Research 24 (11), e40516, 2022 | 9 | 2022 |
| Ambiguous definitions for baseline serum creatinine affect acute kidney diagnosis at the emergency department M Niemantsverdriet, M Khairoun, A El Idrissi, R Koopsen, I Hoefer, ... BMC nephrology 22, 1-10, 2021 | 9 | 2021 |
| Design, validation and implementation of an automated e-alert for acute kidney injury: 6-month pilot study shows increased awareness MSA Niemantsverdriet, WM Tiel Groenestege, M Khairoun, IE Hoefer, ... BMC nephrology 24 (1), 222, 2023 | 5 | 2023 |
| GFR estimation is complicated by a high incidence of non-steady-state serum creatinine concentrations at the emergency department MSA Niemantsverdriet, TT Pieters, IE Hoefer, MC Verhaar, JA Joles, ... Plos one 16 (12), e0261977, 2021 | 4 | 2021 |
| A machine learning approach using endpoint adjudication committee labels for the identification of sepsis predictors at the emergency department MSA Niemantsverdriet, TAP de Hond, IE Hoefer, WW van Solinge, ... BMC Emergency Medicine 22 (1), 208, 2022 | 3 | 2022 |
| Sepsis labels defined by claims-based methods are ill-suited for training machine learning algorithms TAP de Hond, MSA Niemantsverdriet, WW van Solinge, JJ Oosterheert, ... Clinical Microbiology and Infection 28 (8), 1170-1171, 2022 | 3 | 2022 |
| Added diagnostic value of routinely measured hematology variables in diagnosing immune checkpoint inhibitor mediated toxicity in the emergency department MSA Niemantsverdriet, BEL Vrijsen, T Visser’t Hooft, KPM Suijkerbuijk, ... Cancer Medicine 12 (11), 12462-12469, 2023 | 2 | 2023 |
| Transportability and implementation challenges of early warning scores for septic shock in the ICU: a perspective on the TREWScore MSA Niemantsverdriet, MRJ Varkila, JLP Vromen-Wijsman, IE Hoefer, ... Frontiers in medicine 8, 793815, 2022 | 1 | 2022 |
| Exploring the boundaries of meaningful data science in healthcare: The possibilities and the limitations in using routine care data M Niemantsverdriet Utrecht University, 2024 | | 2024 |
| A Wolf in Sheep’s Clothing: Reuse of Routinely Obtained Laboratory Data in Research MSA Niemantsverdriet, LM Overmars, TKJ Groenhof, MCH de Groot, ... Exploring the Boundaries of Meaningful Data Science in Healthcare 24, 23, 2024 | | 2024 |
| Sepsis Labels Defined by Claims-Based Methods are Ill-Suited for Training Machine Learning Algorithms MSA Niemantsverdriet, TA de Hond, WW van Solinge, JJ Oosterheert, ... Exploring the Boundaries of Meaningful Data Science in Healthcare 28 (8), 41, 2024 | | 2024 |
| GFR Estimation is Complicated By a High Incidence of Non-Steady-State Serum Creatinine Concentrations at the Emergency MSA Niemantsverdriet, TT Pieters, IE Hoefer, MC Verhaar, JA Joles, ... Exploring the Boundaries of Meaningful Data Science in Healthcare 16 (12), 97, 2024 | | 2024 |
