Use of electronic health record data and machine learning to identify candidates for HIV pre-exposure prophylaxis: a modelling study

Further Publications UrologyFurther Publications Gynecology

A genome-wide association study of polycystic ovary syndrome identified from electronic health records

Am J Obstet Gynecol.

Zhang Y, Ho K, Keaton JM, Hartzel DN, Day F, Justice AE, Josyula NS, Pendergrass SA, Actkins K, Davis LK, Velez Edwards DR, Holohan B, Ramirez A, Stanaway IB, Crosslin DR, Jarvik GP, Sleiman P, Hakonarson H, Williams MS, Michael Lee MT

doi: 10.1016/j.ajog.2020.04.004.

Erectile and Sexual Functions and Dysfunctions

Cardiovascular Outcome Risks in Patients With Erectile Dysfunction Co-Prescribed a Phosphodiesterase Type 5 Inhibitor (PDE5i) and a Nitrate: A Retrospective Observational Study Using Electronic Health Record Data in the United States

J Sex Med

Nunes AP, Seeger JD, Stewart A, Gupta A, McGraw T

doi: 10.1016/j.jsxm.2021.06.010

Pregnancy and ChildbirthReproductive Health

Neglect of attention to reproductive health in women with HIV infection: contraceptive use and unintended pregnancies in the Swiss HIV Cohort Study

HIV Med.

Aebi-Popp K, Mercanti V, Voide C, Nemeth J, Cusini A, Jakopp B, Nicca D, Rasi M, Bruno A, Calmy A, Martinez de Tejada B; Swiss HIV Cohort Study

doi: 10.1111/hiv.12582.

Further Publications UrologyFurther Publications Gynecology

Machine Learning and Statistical Models to Predict Postpartum Hemorrhage

Obstet Gynecol.

Venkatesh KK, Strauss RA, Grotegut CA, Heine RP, Chescheir NC, Stringer JSA, Stamilio DM, Menard KM, Jelovsek JE

doi: 10.1097/AOG.0000000000003759.

Pregnancy and Childbirth

Prediction of vaginal birth after cesarean deliveries using machine learning

Am J Obstet Gynecol.

Lipschuetz M, Joshua Guedalia, Rottenstreich A, Novoselsky Persky M, Cohen MSM, Kabiri D, Levin G, Yagel S, Unger R, Sompolinsky Y

doi: 10.1016/j.ajog.2019.12.267.

Uro-Oncology

Harnessing Population Pedigree Data and Machine Learning Methods to Identify Patterns of Familial Bladder Cancer Risk

Cancer Epidemiol Biomarkers Prev.

Hanson HA, Leiser CL, O'Neil B, Martin C, Gupta S, Smith KR, Dechet C, Lowrance WT, Madsen MJ, Camp NJ

doi: 10.1158/1055-9965.EPI-19-0681.

Uro-Oncology

Predicting intraoperative and postoperative consequential events using machine learning techniques in patients undergoing robotic partial nephrectomy (RPN): Vattikuti Collective Quality Initiative (VCQI) database study

BJU Int.

Bhandari M, Nallabasannagari AR, Reddiboina M, Porter JR, Jeong W, Mottrie A, Dasgupta P, Challacombe B, Abaza R, Rha KH, Parekh DJ, Ahlawat R, Capitanio U, Yuvaraja TB, Rawal S, Moon DA, Buffi's NM, Sivaraman A, Maes KK, Porpiglia F, Gautam G, Turkeri L, Meyyazhgan KR, Patil P, Menon M, Rogers C

doi: 10.1111/bju.15087.

Pregnancy and Childbirth

Periconceptional exposure to lopinavir, but not darunavir, impairs decidualization: a potential mechanism leading to poor birth outcomes in HIV-positive pregnancies

Hum Reprod.

Kala S, Dunk C, Acosta S, Serghides L

doi: 10.1093/humrep/deaa151.

Overactive Bladder

Development and Validation of a Machine Learning Algorithm for Predicting Response to Anticholinergic Medications for Overactive Bladder Syndrome