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Sensitivity Analysis for Unmeasured Confounding in Medical Product Development and Evaluation Using Real World Evidence Fang, Yixin; Mishra-Kalyani, Pallavi; Zhang, Xiang; Gruber, Susan; Yang, Shu; Ding, Peng; Shan, Mingyang; Lee, Joo-Yeon; van der Laan, Mark; Faries, Douglas; Lee, Hana Share Save
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Note on targeted learning with an undersmoothed Lasso propensity score model for large-scale covariate adjustment in health care database studies Wyss, Richard; van der Laan, Mark; Gruber, Susan; Shi, Xu; Lee, Hana; Dutcher, Sarah K.; Nelson, Jennifer C.; Toh, Sengwee; Russo, Massimiliano; Wang, Shirley, V; Desai, Rishi J.; Lin, Kueiyu Joshua Share Save
Use of Real-World Data and Real-World Evidence in Rare Disease Drug Development: A Statistical Perspective Chen, Jie; Gruber, Susan; Lee, Hana; Chu, Haitao; Lee, Shiowjen; Tian, Haijun; Wang, Yan; He, Weili; Jemielita, Thomas; Song, Yang; Tamura, Roy; Tian, Lu; Zhao, Yihua; Chen, Yong; van Der Laan, Mark; Nie, Lei Share Save
Crowd-sourced machine learning prediction of long COVID using data from the National COVID Cohort Collaborative Bergquist, Timothy; Loomba, Johanna; Pfaff, Emily; Xia, Fangfang; Zhao, Zixuan; Zhu, Yitan; Mitchell, Elliot; Bhattacharya, Biplab; Shetty, Gaurav; Munia, Tamanna; Delong, Grant; Tariq, Adbul; Butzin-Dozier, Zachary; Ji, Yunwen; Li, Haodong; Coyle, Jeremy; Shi, Seraphina; Philips, Rachael V.; Mertens, Andrew; Pirracchio, Romain; van der Laan, Mark; Colford, John M., Jr.; Hubbard, Alan; Gao, Jifan; Chen, Guanhua; Velingker, Neelay; Li, Ziyang; Wu, Yinjun; Stein, Adam; Huang, Jiani; Dai, Zongyu; Long, Qi; Naik, Mayur; Holmes, John; Mowery, Danielle; Wong, Eric; Parekh, Ravi; Getzen, Emily; Hightower, Jake; Blase, Jennifer Share Save
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Extension of efficacy range for targeted malaria-elimination interventions due to spillover effects Benjamin-Chung, Jade; Li, Haodong; Nguyen, Anna; Barratt Heitmann, Gabriella; Bennett, Adam; Ntuku, Henry; Prach, Lisa M.; Tambo, Munyaradzi; Wu, Lindsey; Drakeley, Chris; Gosling, Roly; Mumbengegwi, Davis; Kleinschmidt, Immo; Smith, Jennifer L.; Hubbard, Alan; van der Laan, Mark; Hsiang, Michelle S. Share Save
Targeted learning with an undersmoothed LASSO propensity score model for large-scale covariate adjustment in health-care database studies Wyss, Richard; van der Laan, Mark; Gruber, Susan; Shi, Xu; Lee, Hana; Dutcher, Sarah K.; Nelson, Jennifer C.; Toh, Sengwee; Russo, Massimiliano; Wang, Shirley, V; Desai, Rishi J.; Lin, Kueiyu Joshua Share Save
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Machine Learning to Identify Persons at High-Risk of Human Immunodeficiency Virus Acquisition in Rural Kenya and Uganda Balzer, Laura B.; Havlir, Diane, V; Kamya, Moses R.; Chamie, Gabriel; Charlebois, Edwin D.; Clark, Tamara D.; Koss, Catherine A.; Kwarisiima, Dalsone; Ayieko, James; Sang, Norton; Kabami, Jane; Atukunda, Mucunguzi; Jain, Vivek; Camlin, Carol S.; Cohen, Craig R.; Bukusi, Elizabeth A.; Van der Laan, Mark; Petersen, Maya L. Share Save
HIV Testing and Treatment with the Use of a Community Health Approach in Rural Africa Havlir, Diane V.; Balzer, Laura B.; Charlebois, Edwin D.; Clark, Tamara D.; Kwarisiima, Dalsone; Ayieko, James; Kabami, Jane; Sang, Norton; Liegler, Teri; Chamie, Gabriel; Camlin, Carol S.; Jain, Vivek; Kadede, Kevin; Atukunda, Mucunguzi; Ruel, Theodore; Shade, Starley B.; Ssemmondo, Emmanuel; Byonanebye, Dathan M.; Mwangwa, Florence; Owaraganise, Asiphas; Olilo, Winter; Black, Douglas; Snyman, Katherine; Burger, Rachel; Getahun, Monica; Achando, Jackson; Awuonda, Benard; Nakato, Hellen; Kironde, Joel; Okiror, Samuel; Thirumurthy, Harsha; Koss, Catherine; Brown, Lillian; Marquez, Carina; Schwab, Joshua; Lavoy, Geoff; Plenty, Albert; Wafula, Erick Mugoma; Omanya, Patrick; Chen, Yea-Hung; Rooney, James F.; Bacon, Melanie; van der Laan, Mark; Cohen, Craig R.; Bukusi, Elizabeth; Kamya, Moses R.; Petersen, Maya Share Save
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Association of Implementation of a Universal Testing and Treatment Intervention With HIV Diagnosis, Receipt of Antiretroviral Therapy, and Viral Suppression in East Africa Petersen, Maya; Balzer, Laura; Kwarsiima, Dalsone; Sang, Norton; Chamie, Gabriel; Ayieko, James; Kabami, Jane; Owaraganise, Asiphas; Liegler, Teri; Mwangwa, Florence; Kadede, Kevin; Jain, Vivek; Plenty, Albert; Brown, Lillian; Lavoy, Geoff; Schwab, Joshua; Black, Douglas; van der Laan, Mark; Bukusi, Elizabeth A.; Cohen, Craig R.; Clark, Tamara D.; Charlebois, Edwin; Kamya, Moses; Havlir, Diane Share Save
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