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Akademický článek

Preeclampsia Prediction Using Machine Learning and Polygenic Risk Scores From Clinical and Genetic Risk Factors in Early and Late Pregnancies.

Autor: Kovacheva VP; Department of Anesthesiology, Perioperative and Pain Medicine (V.P.K., B.W.E., R.Y.C.), Brigham and Women's Hospital, Harvard Medical School, Boston, MA., Eberhard BW; Department of Anesthesiology, Perioperative and Pain Medicine (V.P.K., B.W.E., R.Y.C.), Brigham and Women's Hospital, Harvard Medical School, Boston, MA., Cohen RY; Department of Anesthesiology, Perioperative and Pain Medicine (V.P.K., B.W.E., R.Y.C.), Brigham and Women's Hospital, Harvard Medical School, Boston, MA.; PathAI, Boston, MA (R.Y.C.)., Maher M; Department of Anesthesia, Critical Care and Pain Medicine, Center for Genomic Medicine, Massachusetts General Hospital, Boston (M.M., R.S., K.J.G.)., Saxena R; Department of Anesthesia, Critical Care and Pain Medicine, Center for Genomic Medicine, Massachusetts General Hospital, Boston (M.M., R.S., K.J.G.).; Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital, Harvard Medical School, Boston (R.S.)., Gray KJ; Division of Maternal-Fetal Medicine (K.J.G.), Brigham and Women's Hospital, Harvard Medical School, Boston, MA.; Department of Anesthesia, Critical Care and Pain Medicine, Center for Genomic Medicine, Massachusetts General Hospital, Boston (M.M., R.S., K.J.G.).

Publikováno v: Hypertension (Dallas, Tex. : 1979) [Hypertension] 2024 Feb; Vol. 81 (2), pp. 264-272. Date of Electronic Publication: 2023 Oct 30.

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An Interpretable Longitudinal Preeclampsia Risk Prediction Using Machine Learning.

Autor: Eberhard BW, Cohen RY, Rigoni J, Bates DW, Gray KJ, Kovacheva VP

Publikováno v: MedRxiv : the preprint server for health sciences [medRxiv] 2023 Aug 16. Date of Electronic Publication: 2023 Aug 16.

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Akademický článek

A Methodology for a Scalable, Collaborative, and Resource-Efficient Platform, MERLIN, to Facilitate Healthcare AI Research.

Autor: Cohen RY, Kovacheva VP

Publikováno v: IEEE journal of biomedical and health informatics [IEEE J Biomed Health Inform] 2023 Jun; Vol. 27 (6), pp. 3014-3025. Date of Electronic Publication: 2023 Jun 05.

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Akademický článek

An Orchestration Platform that Puts Radiologists in the Driver's Seat of AI Innovation: a Methodological Approach.

Autor: Cohen RY; Department of Radiology, Division of Emergency Radiology, Brigham and Women's Hospital, Boston, 02115, USA., Sodickson AD; Department of Radiology, Division of Emergency Radiology, Brigham and Women's Hospital, Boston, 02115, USA. asodickson@bwh.harvard.edu.; Harvard Medical School, Boston, 02115, USA. asodickson@bwh.harvard.edu.

Publikováno v: Journal of digital imaging [J Digit Imaging] 2023 Apr; Vol. 36 (2), pp. 700-714. Date of Electronic Publication: 2022 Nov 23.

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Prediction of Preeclampsia from Clinical and Genetic Risk Factors in Early and Late Pregnancy Using Machine Learning and Polygenic Risk Scores.

Autor: Kovacheva VP, Eberhard BW, Cohen RY, Maher M, Saxena R, Gray KJ

Publikováno v: MedRxiv : the preprint server for health sciences [medRxiv] 2023 Feb 07. Date of Electronic Publication: 2023 Feb 07.

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Akademický článek

Hemodynamic changes in patients with SARS-CoV-2 infection presenting for cesarean delivery under spinal anesthesia: a retrospective case-control study.

Autor: Scoon LEG; Department of Anesthesiology, Perioperative and Pain Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA; Georgetown University School of Medicine, Washington, DC, USA., Gray KJ; Division of Maternal-Fetal Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA., Zhou G; Center for Clinical Investigation, Brigham and Women's Hospital, Boston, MA, USA., Cohen RY; Department of Anesthesiology, Perioperative and Pain Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA., Armero W; Department of Anesthesiology, Perioperative and Pain Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA; David Geffen School of Medicine at UCLA, Los Angeles, CA, USA., Chen YK; Department of Anesthesiology, Perioperative and Pain Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA., Ray AM; Department of Anesthesiology, Perioperative and Pain Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA., Diouf K; Division of General OBGYN Specialists, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA., Goldfarb IT; Massachusetts General Hospital, Department of Obstetrics and Gynecology, Boston, MA, USA, Harvard Medical School, Boston, MA, USA., Boatin AA; Massachusetts General Hospital, Department of Obstetrics and Gynecology, Boston, MA, USA, Harvard Medical School, Boston, MA, USA., Kovacheva VP; Department of Anesthesiology, Perioperative and Pain Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA. Electronic address: vkovacheva@bwh.harvard.edu.

Publikováno v: International journal of obstetric anesthesia [Int J Obstet Anesth] 2023 Feb; Vol. 53, pp. 103624. Date of Electronic Publication: 2022 Dec 28.

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