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Public Health Genomics and Precision Health Knowledge Base (v9.0)
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Precision Health Database|Search|Public Health Genomics and Precision Health Knowledge Base (PHGKB)
Last data update: Apr 23, 2024
. (Total: 63653 Documents since 2012)
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Machine learning prediction of adolescent HIV testing services in Ethiopia.
Melsew Setegn Alie et al. Front Public Health 2024 121341279
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A Machine Learning Approach to Predict HIV Viral Load Hotspots in Kenya Using Real-World Data.
Nancy Kagendi et al. Health Data Sci 2024 30019
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Development of a Machine Learning Modelling Tool for Predicting HIV Incidence Using Public Health Data from a County in the Southern United States.
Carlos S Saldana et al. Clin Infect Dis 2024
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Supervised machine learning algorithms to predict the duration and risk of long-term hospitalization in HIV-infected individuals: a retrospective study.
Jialu Li et al. Front Public Health 2024 111282324
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Use of a machine learning model to predict retention in care in an urban HIV clinic.
Sarah A Schmalzle et al. AIDS 2023 38(1) 125-127
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A Machine Learning Approach to Predict Weight Change in ART-Experienced People Living With HIV.
Federico Motta et al. J Acquir Immune Defic Syndr 2023 94(5) 474-481
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Comparison of logistic regression with regularized machine learning methods for the prediction of tuberculosis disease in people living with HIV: cross-sectional hospital- based study in Kisumu County, Kenya.
James Orwa et al. Res Sq 2023
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Deep Learning Classification of Tuberculosis Chest X-rays.
Kartik K Goswami et al. Cureus 2023 15(7) e41583
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Validation of Automated Visual Evaluation (AVE) on Smartphone Images for Cervical Cancer Screening in a Prospective Study in Zambia.
Liming Hu et al. medRxiv 2023
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Historical visit attendance as predictor of treatment interruption in South African HIV patients: Extension of a validated machine learning model.
Rachel T Esra et al. PLOS Glob Public Health 2023 3(7) e0002105
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Machine learning to predict virological failure among HIV patients on antiretroviral therapy in the University of Gondar Comprehensive and Specialized Hospital, in Amhara Region, Ethiopia, 2022.
Daniel Niguse Mamo et al. BMC Med Inform Decis Mak 23(1) 75
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Predicting the HIV/AIDS Knowledge among the Adolescent and Young Adult Population in Peru: Application of Quasi-Binomial Logistic Regression and Machine Learning Algorithms.
Alejandro Aybar-Flores et al. Int J Environ Res Public Health 2023 20(7)
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Machine learning with routine electronic medical record data to identify people at high risk of disengagement from HIV care in Tanzania.
Carolyn A Fahey et al. PLOS global public health 2023 2(9) e0000720
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Assessment of the implementation context in preparation for a clinical study of machine-learning algorithms to automate the classification of digital cervical images for cervical cancer screening in resource-constrained settings.
Delivette Castor et al. Frontiers in health services 2023 21000150
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Machine learning approaches in diagnosing tuberculosis through biomarkers - A systematic review.
Vimala Balakrishnan et al. Progress in biophysics and molecular biology 2023 17916-25
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An efficient approach to estimate the risk of coronary artery disease for people living with HIV using machine-learning-based retinal image analysis.
Grace Lui et al. PloS one 2023 18(2) e0281701
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Artificial Intelligence and Machine Learning Based Prediction of Viral Load and CD4 Status of People Living with HIV (PLWH) on Anti-Retroviral Treatment in Gedeo Zone Public Hospitals.
Binyam Tariku Seboka et al. International journal of general medicine 2023 16435-451
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Determinants and prediction of Chlamydia trachomatis re-testing and re-infection within 1 year among heterosexuals with chlamydia attending a sexual health clinic.
Xianglong Xu et al. Frontiers in public health 2023 101031372
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The role of machine learning in HIV risk prediction.
Fieggen Joshua et al. Frontiers in reproductive health 2023 41062387
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Harnessing Big Data to end HIV.
Li Xiaoming et al. AIDS care 2022 1-2
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Identifying High-Risk Comorbidities Associated with Opioid Use Patterns Using Electronic Health Record Prescription Data.
Jennings Mariela V et al. Complex psychiatry 2022 8(1-2) 47-55
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Use of mobile phone data in HIV epidemic control.
Valdano Eugenio et al. The lancet. HIV 2022 9(12) e820-e821
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Identifying Predictors of Anal HPV Status in HPV-Vaccinated MSM: A Machine Learning Approach.
Ocagli Honoria et al. Journal of homosexuality 2022 1-17
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Machine Learning-Based HIV Risk Estimation Using Incidence Rate Ratios.
Haas Oliver et al. Frontiers in reproductive health 2022 3756405
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Predicting Adolescent Intervention Non-responsiveness for Precision HIV Prevention Using Machine Learning.
Wang Bo et al. AIDS and behavior 2022
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HIV Prevention: Digital Health Interventions to Improve Adherence to HIV Pre-Exposure Prophylaxis
The Community Guide, October 2022
Formative Evaluation of the Acceptance of HIV Prevention Artificial Intelligence Chatbots By Men Who Have Sex With Men in Malaysia: Focus Group Study.
Peng Mary L et al. JMIR formative research 2022 6(10) e42055
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Baseline host determinants of robust human HIV-1 vaccine-induced immune responses: A meta-analysis of 26 vaccine regimens.
Huang Yunda et al. EBioMedicine 2022 84104271
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Predicting HIV Status among Men Who Have Sex with Men in Bulawayo & Harare, Zimbabwe Using Bio-Behavioural Data, Recurrent Neural Networks, and Machine Learning Techniques.
Chingombe Innocent et al. Tropical medicine and infectious disease 2022 7(9)
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Application of machine learning algorithms in predicting HIV infection among men who have sex with men: Model development and validation.
He Jiajin et al. Frontiers in public health 2022 10967681
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Page last reviewed:
Feb 1, 2024
Page last updated:
Apr 23, 2024
Content source:
Public Health Genomics Branch in the Division of Blood Disorders and Public Health Genomics
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National Center on Birth Defects and Developmental Disabilities
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