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Page 1
Effect of a Machine Learning-Derived Early Warning System for Intraoperative Hypotension vs Standard Care on Depth and Duration of Intraoperative Hypotension During Elective Noncardiac Surgery: The HYPE Randomized Clinical Trial.
Wijnberge M, Geerts BF, Hol L, Lemmers N, Mulder MP, Berge P, Schenk J, Terwindt LE, Hollmann MW, Vlaar AP, Veelo DP. Wijnberge M, et al. Among authors: geerts bf. JAMA. 2020 Mar 17;323(11):1052-1060. doi: 10.1001/jama.2020.0592. JAMA. 2020. PMID: 32065827 Free PMC article. Clinical Trial.
Anaesthesia during oesophagectomy.
Veelo DP, Geerts BF. Veelo DP, et al. Among authors: geerts bf. J Thorac Dis. 2017 Jul;9(Suppl 8):S705-S712. doi: 10.21037/jtd.2017.03.153. J Thorac Dis. 2017. PMID: 28815066 Free PMC article. Review.
Effect of a Machine Learning-Derived Early Warning Tool With Treatment Protocol on Hypotension During Cardiac Surgery and ICU Stay: The Hypotension Prediction 2 (HYPE-2) Randomized Clinical Trial.
Schuurmans J, Rellum SR, Schenk J, van der Ster BJP, van der Ven WH, Geerts BF, Hollmann MW, Cherpanath TGV, Lagrand WK, Wynandts PR, Paulus F, Driessen AHG, Terwindt LE, Eberl S, Hermanns H, Veelo DP, Vlaar APJ. Schuurmans J, et al. Among authors: geerts bf. Crit Care Med. 2025 Feb 1;53(2):e328-e340. doi: 10.1097/CCM.0000000000006518. Epub 2024 Nov 22. Crit Care Med. 2025. PMID: 39576150 Clinical Trial.
The authors reply.
van Valburg MK, Geerts BF, Arbous MS. van Valburg MK, et al. Among authors: geerts bf. Crit Care Med. 2021 Apr 1;49(4):e459-e460. doi: 10.1097/CCM.0000000000004907. Crit Care Med. 2021. PMID: 33731620 No abstract available.
Transfusion-Associated Circulatory Overload: A Clinical Perspective.
Bosboom JJ, Klanderman RB, Migdady Y, Bolhuis B, Veelo DP, Geerts BF, Murphy MF, Vlaar APJ. Bosboom JJ, et al. Among authors: geerts bf. Transfus Med Rev. 2019 Apr;33(2):69-77. doi: 10.1016/j.tmrv.2019.01.003. Epub 2019 Feb 7. Transfus Med Rev. 2019. PMID: 30853167
Reporting guideline for the early-stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI.
Vasey B, Nagendran M, Campbell B, Clifton DA, Collins GS, Denaxas S, Denniston AK, Faes L, Geerts B, Ibrahim M, Liu X, Mateen BA, Mathur P, McCradden MD, Morgan L, Ordish J, Rogers C, Saria S, Ting DSW, Watkinson P, Weber W, Wheatstone P, McCulloch P; DECIDE-AI expert group. Vasey B, et al. Among authors: geerts b. Nat Med. 2022 May;28(5):924-933. doi: 10.1038/s41591-022-01772-9. Epub 2022 May 18. Nat Med. 2022. PMID: 35585198 Review.
Reporting guideline for the early stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI.
Vasey B, Nagendran M, Campbell B, Clifton DA, Collins GS, Denaxas S, Denniston AK, Faes L, Geerts B, Ibrahim M, Liu X, Mateen BA, Mathur P, McCradden MD, Morgan L, Ordish J, Rogers C, Saria S, Ting DSW, Watkinson P, Weber W, Wheatstone P, McCulloch P; DECIDE-AI expert group. Vasey B, et al. Among authors: geerts b. BMJ. 2022 May 18;377:e070904. doi: 10.1136/bmj-2022-070904. BMJ. 2022. PMID: 35584845 Free PMC article.
Systematic evaluation of machine learning models for postoperative surgical site infection prediction.
van Boekel AM, van der Meijden SL, Arbous SM, Nelissen RGHH, Veldkamp KE, Nieswaag EB, Jochems KFT, Holtz J, Veenstra AVI, Reijman J, de Jong Y, van Goor H, Wiewel MA, Schoones JW, Geerts BF, de Boer MGJ. van Boekel AM, et al. Among authors: geerts bf. PLoS One. 2024 Dec 12;19(12):e0312968. doi: 10.1371/journal.pone.0312968. eCollection 2024. PLoS One. 2024. PMID: 39666725 Free PMC article.
Development and validation of artificial intelligence models for early detection of postoperative infections (PERISCOPE): a multicentre study using electronic health record data.
van der Meijden SL, van Boekel AM, Schinkelshoek LJ, van Goor H, Steyerberg EW, Nelissen RGHH, Mesotten D, Geerts BF, de Boer MGJ, Arbous MS; PERISCOPE Group. van der Meijden SL, et al. Among authors: geerts bf. Lancet Reg Health Eur. 2024 Dec 5;49:101163. doi: 10.1016/j.lanepe.2024.101163. eCollection 2025 Feb. Lancet Reg Health Eur. 2024. PMID: 39720095 Free PMC article.
74 results