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Improving propensity score estimators' robustness to model misspecification using super learner

American journal of epidemiology, 2015-01, Vol.181 (2), p.108-119

2015

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Diagnosing and responding to violations in the positivity assumption

Statistical methods in medical research, 2012-02, Vol.21 (1), p.31-54

2012

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Mortality prediction in intensive care units with the Super ICU Learner Algorithm (SICULA): a population-based study

The lancet respiratory medicine, 2015, Vol.3 (1), p.42-52

2015

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Personalized public health: An implementation research agenda for the HIV response and beyond

PLoS medicine, 2019-12, Vol.16 (12), p.e1003020-e1003020

2019

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Dimensions of HIV-related stigma in rural communities in Kenya and Uganda at the start of a large HIV 'test and treat' trial

PloS one, 2021-05, Vol.16 (5), p.e0249462-e0249462

2021

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"Hurdles on the path to 90-90-90 and beyond": Qualitative analysis of barriers to engagement in HIV care among individuals in rural East Africa in the context of test-and-treat

PloS one, 2018-08, Vol.13 (8), p.e0202990-e0202990

2018

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Efficient and robust approaches for analysis of sequential multiple assignment randomized trials: Illustration using the ADAPT-R trial

Biometrics, 2023-09, Vol.79 (3), p.2577-2591

2023

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Weight Change Following Switch to Dolutegravir for HIV Treatment in Rural Kenya During Country Roll-Out

Journal of acquired immune deficiency syndromes (1999), 2023-06, Vol.93 (2), p.154-161

2023

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Factors predictive of successful retention in care among HIV-infected men in a universal test-and-treat setting in Uganda and Kenya: A mixed methods analysis

PloS one, 2019-01, Vol.14 (1), p.e0210126-e0210126

2019

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Leveraging rapid community-based HIV testing campaigns for non-communicable diseases in rural Uganda

PloS one, 2012-08, Vol.7 (8), p.e43400-e43400

2012

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Improving care engagement for mobile people living with HIV in rural western Kenya

PloS one, 2023-11, Vol.18 (11), p.e0288087-e0288087

2023

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Effect of a one-time financial incentive on linkage to chronic hypertension care in Kenya and Uganda: A randomized controlled trial

PloS one, 2022-11, Vol.17 (11), p.e0277312-e0277312

2022

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Uptake of community-based HIV testing during a multi-disease health campaign in rural Uganda

PloS one, 2014-01, Vol.9 (1), p.e84317-e84317

2014

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Incidence, risk factors and prediction of post-operative acute kidney injury following cardiac surgery for active infective endocarditis: an observational study

Critical care (London, England), 2013-10, Vol.17 (5), p.R220-R220, Article R220

2013

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Characteristics of HIV seroconverters in the setting of universal test and treat: Results from the SEARCH trial in rural Uganda and Kenya

PloS one, 2021-02, Vol.16 (2), p.e0243167-e0243167

2021

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Uptake of a patient‐centred dynamic choice model for HIV prevention in rural Kenya and Uganda: SEARCH SAPPHIRE study

Journal of the International AIDS Society, 2023-07, Vol.26 (S1), p.e26121-n/a

2023

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A hybrid mobile approach for population-wide HIV testing in rural east Africa: an observational study

The lancet HIV, 2016-03, Vol.3 (3), p.e111-e119

2016

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Client experiences with “Dynamic Choice Prevention,” a model for flexible patient‐centred HIV prevention delivery in rural Eastern Africa

Journal of the International AIDS Society, 2024-07, Vol.27 (7), p.e26336-n/a

2024

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Effect of a brief alcohol counselling intervention on HIV viral suppression and alcohol use among persons with HIV and unhealthy alcohol use in Uganda and Kenya: a randomized controlled trial

Journal of the International AIDS Society, 2023-12, Vol.26 (12), p.e26187-n/a

2023

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Causal Models and Learning from Data: Integrating Causal Modeling and Statistical Estimation

Epidemiology (Cambridge, Mass.), 2014-05, Vol.25 (3), p.418-426

2014

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Pillbox Organizers are Associated with Improved Adherence to HIV Antiretroviral Therapy and Viral Suppression: a Marginal Structural Model Analysis

Clinical infectious diseases, 2007-10, Vol.45 (7), p.908-915

2007

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Long-term consequences of the delay between virologic failure of highly active antiretroviral therapy and regimen modification

AIDS (London), 2008-10, Vol.22 (16), p.2097-2106

2008

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A community‐based dynamic choice model for HIV prevention improves PrEP and PEP coverage in rural Uganda and Kenya: a cluster randomized trial

Journal of the International AIDS Society, 2023-12, Vol.26 (12), p.e26195-n/a

2023

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Improving propensity score estimators' robustness to model misspecification using super learner

Diagnosing and responding to violations in the positivity assumption

Mortality prediction in intensive care units with the Super ICU Learner Algorithm (SICULA): a population-based study

Personalized public health: An implementation research agenda for the HIV response and beyond

HIV incidence after pre-exposure prophylaxis initiation among women and men at elevated HIV risk: A population-based study in rural Kenya and Uganda

Dimensions of HIV-related stigma in rural communities in Kenya and Uganda at the start of a large HIV 'test and treat' trial

"Hurdles on the path to 90-90-90 and beyond": Qualitative analysis of barriers to engagement in HIV care among individuals in rural East Africa in the context of test-and-treat

Efficient and robust approaches for analysis of sequential multiple assignment randomized trials: Illustration using the ADAPT-R trial

Weight Change Following Switch to Dolutegravir for HIV Treatment in Rural Kenya During Country Roll-Out

Factors predictive of successful retention in care among HIV-infected men in a universal test-and-treat setting in Uganda and Kenya: A mixed methods analysis

Leveraging rapid community-based HIV testing campaigns for non-communicable diseases in rural Uganda

Improving care engagement for mobile people living with HIV in rural western Kenya

Effect of a one-time financial incentive on linkage to chronic hypertension care in Kenya and Uganda: A randomized controlled trial

Effect of a patient-centered hypertension delivery strategy on all-cause mortality: Secondary analysis of SEARCH, a community-randomized trial in rural Kenya and Uganda

Uptake of community-based HIV testing during a multi-disease health campaign in rural Uganda

Incidence, risk factors and prediction of post-operative acute kidney injury following cardiac surgery for active infective endocarditis: an observational study

Characteristics of HIV seroconverters in the setting of universal test and treat: Results from the SEARCH trial in rural Uganda and Kenya

Uptake of a patient‐centred dynamic choice model for HIV prevention in rural Kenya and Uganda: SEARCH SAPPHIRE study

A hybrid mobile approach for population-wide HIV testing in rural east Africa: an observational study

Client experiences with “Dynamic Choice Prevention,” a model for flexible patient‐centred HIV prevention delivery in rural Eastern Africa

Effect of a brief alcohol counselling intervention on HIV viral suppression and alcohol use among persons with HIV and unhealthy alcohol use in Uganda and Kenya: a randomized controlled trial

Causal Models and Learning from Data: Integrating Causal Modeling and Statistical Estimation

Pillbox Organizers are Associated with Improved Adherence to HIV Antiretroviral Therapy and Viral Suppression: a Marginal Structural Model Analysis

Long-term consequences of the delay between virologic failure of highly active antiretroviral therapy and regimen modification

A community‐based dynamic choice model for HIV prevention improves PrEP and PEP coverage in rural Uganda and Kenya: a cluster randomized trial

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