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Developing Clinical Prediction Models Using Primary Care Electronic Health Record Data: The Impact of Data Preparation Choices on Model Performance.
van Os HJA, Kanning JP, Wermer MJH, Chavannes NH, Numans ME, Ruigrok YM, van Zwet EW, Putter H, Steyerberg EW, Groenwold RHH. van Os HJA, et al. Among authors: van zwet ew. Front Epidemiol. 2022 Jun 2;2:871630. doi: 10.3389/fepid.2022.871630. eCollection 2022. Front Epidemiol. 2022. PMID: 38455328 Free PMC article.
Migraine and Cerebrovascular Atherosclerosis in Patients With Ischemic Stroke.
van Os HJA, Mulder IA, Broersen A, Algra A, van der Schaaf IC, Kappelle LJ, Velthuis BK, Terwindt GM, Schonewille WJ, Visser MC, Ferrari MD, van Walderveen MAA, Wermer MJH; DUST Investigators. van Os HJA, et al. Among authors: van der schaaf ic, van walderveen maa. Stroke. 2017 Jul;48(7):1973-1975. doi: 10.1161/STROKEAHA.116.016133. Epub 2017 May 19. Stroke. 2017. PMID: 28526767
Predicting Outcome of Endovascular Treatment for Acute Ischemic Stroke: Potential Value of Machine Learning Algorithms.
van Os HJA, Ramos LA, Hilbert A, van Leeuwen M, van Walderveen MAA, Kruyt ND, Dippel DWJ, Steyerberg EW, van der Schaaf IC, Lingsma HF, Schonewille WJ, Majoie CBLM, Olabarriaga SD, Zwinderman KH, Venema E, Marquering HA, Wermer MJH; MR CLEAN Registry Investigators. van Os HJA, et al. Among authors: van leeuwen m, van der schaaf ic, van walderveen maa. Front Neurol. 2018 Sep 25;9:784. doi: 10.3389/fneur.2018.00784. eCollection 2018. Front Neurol. 2018. PMID: 30319525 Free PMC article.
Data-efficient deep learning of radiological image data for outcome prediction after endovascular treatment of patients with acute ischemic stroke.
Hilbert A, Ramos LA, van Os HJA, Olabarriaga SD, Tolhuisen ML, Wermer MJH, Barros RS, van der Schaaf I, Dippel D, Roos YBWEM, van Zwam WH, Yoo AJ, Emmer BJ, Lycklama À Nijeholt GJ, Zwinderman AH, Strijkers GJ, Majoie CBLM, Marquering HA. Hilbert A, et al. Among authors: van zwam wh, van der schaaf i, van os hja. Comput Biol Med. 2019 Dec;115:103516. doi: 10.1016/j.compbiomed.2019.103516. Epub 2019 Oct 22. Comput Biol Med. 2019. PMID: 31707199 Clinical Trial.
Telemonitoring for Patients With COVID-19: Recommendations for Design and Implementation.
Silven AV, Petrus AHJ, Villalobos-Quesada M, Dirikgil E, Oerlemans CR, Landstra CP, Boosman H, van Os HJA, Blanker MH, Treskes RW, Bonten TN, Chavannes NH, Atsma DE, Teng YKO. Silven AV, et al. Among authors: van os hja. J Med Internet Res. 2020 Sep 2;22(9):e20953. doi: 10.2196/20953. J Med Internet Res. 2020. PMID: 32833660 Free PMC article.
Evolutionary algorithms and decision trees for predicting poor outcome after endovascular treatment for acute ischemic stroke.
Kappelhof N, Ramos LA, Kappelhof M, van Os HJA, Chalos V, van Kranendonk KR, Kruyt ND, Roos YBWEM, van Zwam WH, van der Schaaf IC, van Walderveen MAA, Wermer MJH, van Oostenbrugge RJ, Lingsma H, Dippel D, Majoie CBLM, Marquering HA. Kappelhof N, et al. Among authors: van der schaaf ic, van kranendonk kr, van zwam wh, van walderveen maa, van oostenbrugge rj, van os hja. Comput Biol Med. 2021 Jun;133:104414. doi: 10.1016/j.compbiomed.2021.104414. Epub 2021 Apr 21. Comput Biol Med. 2021. PMID: 33962154 Free article.
38 results