The role of explainability in creating trustworthy artificial intelligence for health care: A comprehensive survey of the terminology, design choices, and evaluation strategies
Markus, Aniek F., Kors, Jan A., Rijnbeek, Peter R.
Published in Journal of biomedical informatics (01.01.2021)
Published in Journal of biomedical informatics (01.01.2021)
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Journal Article
External validation of existing dementia prediction models on observational health data
John, Luis H, Kors, Jan A, Fridgeirsson, Egill A, Reps, Jenna M, Rijnbeek, Peter R
Published in BMC medical research methodology (05.12.2022)
Published in BMC medical research methodology (05.12.2022)
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Journal Article
Predictive approaches to heterogeneous treatment effects: a scoping review
Rekkas, Alexandros, Paulus, Jessica K, Raman, Gowri, Wong, John B, Steyerberg, Ewout W, Rijnbeek, Peter R, Kent, David M, van Klaveren, David
Published in BMC medical research methodology (23.10.2020)
Published in BMC medical research methodology (23.10.2020)
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Journal Article
Estimating individualized treatment effects from randomized controlled trials: a simulation study to compare risk-based approaches
Rekkas, Alexandros, Rijnbeek, Peter R, Kent, David M, Steyerberg, Ewout W, van Klaveren, David
Published in BMC medical research methodology (28.03.2023)
Published in BMC medical research methodology (28.03.2023)
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Journal Article
Thrombosis and thrombocytopenia after vaccination against and infection with SARS-CoV-2 in the United Kingdom
Burn, Edward, Li, Xintong, Delmestri, Antonella, Jones, Nathan, Duarte-Salles, Talita, Reyes, Carlen, Martinez-Hernandez, Eugenia, Marti, Edelmira, Verhamme, Katia M C, Rijnbeek, Peter R, Strauss, Victoria Y, Prieto-Alhambra, Daniel
Published in Nature communications (23.11.2022)
Published in Nature communications (23.11.2022)
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Journal Article
Development and validation of a patient-level model to predict dementia across a network of observational databases
John, Luis H, Fridgeirsson, Egill A, Kors, Jan A, Reps, Jenna M, Williams, Ross D, Ryan, Patrick B, Rijnbeek, Peter R
Published in BMC medicine (29.07.2024)
Published in BMC medicine (29.07.2024)
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Journal Article
Normal Values of Corrected Heart-Rate Variability in 10-Second Electrocardiograms for All Ages
van den Berg, Marten E, Rijnbeek, Peter R, Niemeijer, Maartje N, Hofman, Albert, van Herpen, Gerard, Bots, Michiel L, Hillege, Hans, Swenne, Cees A, Eijgelsheim, Mark, Stricker, Bruno H, Kors, Jan A
Published in Frontiers in physiology (27.04.2018)
Published in Frontiers in physiology (27.04.2018)
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Declining incidence of sudden cardiac death from 1990–2010 in a general middle-aged and elderly population: The Rotterdam Study
Niemeijer, Maartje N., MD, van den Berg, Marten E., MD, Leening, Maarten J.G., MD, Hofman, Albert, MD, PhD, Franco, Oscar H., MD, PhD, Deckers, Jaap W., MD, PhD, Heeringa, Jan, MD, PhD, Rijnbeek, Peter R., PhD, Stricker, Bruno H., MMed, PhD, Eijgelsheim, Mark, MD, PhD
Published in Heart rhythm (2015)
Published in Heart rhythm (2015)
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Journal Article
Normal values of the electrocardiogram for ages 16–90 years
Rijnbeek, Peter R., PhD, van Herpen, Gerard, MD, PhD, Bots, Michiel L., MD, PhD, Man, Sumche, MD, Verweij, Niek, MD, Hofman, Albert, MD, PhD, Hillege, Hans, MD, PhD, Numans, Matthijs E., MD, PhD, Swenne, Cees A., PhD, Witteman, Jacqueline C.M., PhD, Kors, Jan A., PhD
Published in Journal of electrocardiology (01.11.2014)
Published in Journal of electrocardiology (01.11.2014)
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Journal Article
Advancing the use of real world evidence in health technology assessment: insights from a multi-stakeholder workshop
Claire, Ravinder, Elvidge, Jamie, Hanif, Shahid, Goovaerts, Hannah, Rijnbeek, Peter R, Jónsson, Páll, Facey, Karen, Dawoud, Dalia
Published in Frontiers in pharmacology (2023)
Published in Frontiers in pharmacology (2023)
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Journal Article
Learning patient-level prediction models across multiple healthcare databases: evaluation of ensembles for increasing model transportability
Reps, Jenna Marie, Williams, Ross D, Schuemie, Martijn J, Ryan, Patrick B, Rijnbeek, Peter R
Published in BMC medical informatics and decision making (25.05.2022)
Published in BMC medical informatics and decision making (25.05.2022)
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Journal Article
Impact of random oversampling and random undersampling on the performance of prediction models developed using observational health data
Yang, Cynthia, Fridgeirsson, Egill A., Kors, Jan A., Reps, Jenna M., Rijnbeek, Peter R.
Published in Journal of big data (01.12.2024)
Published in Journal of big data (01.12.2024)
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Journal Article
Dynamic Digital Twin: Diagnosis, Treatment, Prediction, and Prevention of Disease During the Life Course
Mulder, Skander Tahar, Omidvari, Amir-Houshang, Rueten-Budde, Anja J, Huang, Pei-Hua, Kim, Ki-Hun, Bais, Babette, Rousian, Melek, Hai, Rihan, Akgun, Can, van Lennep, Jeanine Roeters, Willemsen, Sten, Rijnbeek, Peter R, Tax, David MJ, Reinders, Marcel, Boersma, Eric, Rizopoulos, Dimitris, Visch, Valentijn, Steegers-Theunissen, Régine
Published in Journal of medical Internet research (14.09.2022)
Published in Journal of medical Internet research (14.09.2022)
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Development and validation of a prognostic model predicting symptomatic hemorrhagic transformation in acute ischemic stroke at scale in the OHDSI network
Wang, Qiong, Reps, Jenna M, Kostka, Kristin Feeney, Ryan, Patrick B, Zou, Yuhui, Voss, Erica A, Rijnbeek, Peter R, Chen, RuiJun, Rao, Gowtham A, Morgan Stewart, Henry, Williams, Andrew E, Williams, Ross D, Van Zandt, Mui, Falconer, Thomas, Fernandez-Chas, Margarita, Vashisht, Rohit, Pfohl, Stephen R, Shah, Nigam H, Kasthurirathne, Suranga N, You, Seng Chan, Jiang, Qing, Reich, Christian, Zhou, Yi
Published in PloS one (07.01.2020)
Published in PloS one (07.01.2020)
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Comparative safety and effectiveness of alendronate versus raloxifene in women with osteoporosis
Kim, Yeesuk, Tian, Yuxi, Yang, Jianxiao, Huser, Vojtech, Jin, Peng, Lambert, Christophe G, Park, Hojun, You, Seng Chan, Park, Rae Woong, Rijnbeek, Peter R, Van Zandt, Mui, Reich, Christian, Vashisht, Rohit, Wu, Yonghui, Duke, Jon, Hripcsak, George, Madigan, David, Shah, Nigam H, Ryan, Patrick B, Schuemie, Martijn J, Suchard, Marc A
Published in Scientific reports (06.07.2020)
Published in Scientific reports (06.07.2020)
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Journal Article
Factors Influencing Background Incidence Rate Calculation: Systematic Empirical Evaluation Across an International Network of Observational Databases
Ostropolets, Anna, Li, Xintong, Makadia, Rupa, Rao, Gowtham, Rijnbeek, Peter R, Duarte-Salles, Talita, Sena, Anthony G, Shaoibi, Azza, Suchard, Marc A, Ryan, Patrick B, Prieto-Alhambra, Daniel, Hripcsak, George
Published in Frontiers in pharmacology (26.04.2022)
Published in Frontiers in pharmacology (26.04.2022)
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Journal Article
Parasitic infections related to anti-type 2 immunity monoclonal antibodies: a disproportionality analysis in the food and drug administration’s adverse event reporting system (FAERS)
Pera, Victor, Brusselle, Guy G., Riemann, Sebastian, Kors, Jan A., Van Mulligen, Erik M., Parry, Rowan, de Wilde, Marcel, Rijnbeek, Peter R., Verhamme, Katia M. C.
Published in Frontiers in pharmacology (14.11.2023)
Published in Frontiers in pharmacology (14.11.2023)
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Journal Article
Design matters in patient-level prediction: evaluation of a cohort vs. case-control design when developing predictive models in observational healthcare datasets
Reps, Jenna M., Ryan, Patrick B., Rijnbeek, Peter R., Schuemie, Martijn J.
Published in Journal of big data (16.08.2021)
Published in Journal of big data (16.08.2021)
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Journal Article
Characterising the treatment of thromboembolic events after COVID-19 vaccination in 4 European countries and the US: An international network cohort study
Markus, Aniek F, Strauss, Victoria Y, Burn, Edward, Li, Xintong, Delmestri, Antonella, Reich, Christian, Yin, Can, Mayer, Miguel A, Ramírez-Anguita, Juan-Manuel, Marti, Edelmira, Verhamme, Katia M C, Rijnbeek, Peter R, Prieto-Alhambra, Daniel, Jödicke, Annika M
Published in Frontiers in pharmacology (24.03.2023)
Published in Frontiers in pharmacology (24.03.2023)
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