Using machine learning to identify patients at risk of acquiring HIV in an urban health system

Author:

Nethi Arun Kumar1,Karam Albert George1ORCID,Alvarez Kristin S.2,Luque Amneris Esther3,Nijhawan Ank E.3,Adhikari Emily4,King Helen Lynne3

Affiliation:

1. PCCI 8435 N Stemmons Fwy, #1150, Dallas, Texas 75247, USA

2. Center of Innovation and Value at Parkland Health, Dallas, Texas, USA

3. Department of Internal Medicine, Division of Infectious Diseases and Geographic Medicine University of Texas Southwestern Medical Center, Dallas, Texas, USA

4. Department of Obstetrics & Gynecology, Division of Maternal Fetal Medicine University of Texas Southwestern Medical Center, Dallas, Texas, USA

Publisher

Ovid Technologies (Wolters Kluwer Health)

Reference17 articles.

1. Preexposure prophylaxis for the prevention of HIV infection: US preventive services Task Force recommendation statement;JAMA,2019

2. Insufficient PrEParation: an assessment of primary care prescribing habits and use of pre-exposure prophylaxis in patients at risk of HIV acquisition at a single medical centre;Babiarz;Sex Transm Infect,2023

3. Health care provider barriers to HIV pre-exposure prophylaxis in the United States: a systematic review;Pleuhs;AIDS Patient Care STDS,2020

4. Predicting 30-days mortality for MIMIC-III patients with sepsis-3: a machine learning approach using XGboost;Hou;J Transl Med,2020

5. Parkland trauma index of mortality: real-time predictive model for trauma patients;Starr;J Orthop Trauma,2022

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