Yanmin Zhu

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Biography

My current research focuses on the utilization and outcomes of both the commonly used and newly marketed medical products in pregnant women and their offspring. I have a special interest in linking large existing databases to obtain rich information across multiple real-world data sources (e.g., claims databases, electronic health records, and state birth certificates), and establishing advanced methods (e.g., machine learning-based gestational age prediction and non-live birth identification algorithms), to generate evidence on the use of medical products during pregnancy for clinical practice and post-marketing surveillance.

Publications

• Development and validation of claims-based algorithms for estimating gestational age of spontaneous abortion and termination.

  Zhu Y, Hernandez-Diaz S, Bateman BT, Gray KJ, Alt EM, Straub L, Taylor LG, Ouellet-Hellstrom R, Ma Y, Qiang Y, Vine S, Mogun H, Hua W, Huybrechts KF. Am J Epidemiol 2024 Sep 24

• Comparative Safety of In Utero Exposure to Buprenorphine Combined With Naloxone vs Buprenorphine Alone.

  Straub L, Bateman BT, Hernández-Díaz S, Zhu Y, Suarez EA, Vine SM, Jones HE, Connery HS, Davis JM, Gray KJ, Lester B, Terplan M, Zakoul H, Mogun H, Huybrechts KF. JAMA 2024 09 10

• Hierarchical Clustering Analysis to Inform Classification of Congenital Malformations for Surveillance of Medication Safety in Pregnancy.

  Straub L, Wang SV, Hernandez-Diaz S, Gray KJ, Vine SM, Russo M, Mittal L, Bateman BT, Zhu Y, Huybrechts KF. Am J Epidemiol 2024 Aug 09

• Internal validation of gestational age estimation algorithms in health-care databases using pregnancies conceived through fertility procedures.

  Chiu YH, Huybrechts KF, Zhu Y, Straub L, Bateman BT, Logan R, Hernández-Díaz S. Am J Epidemiol 2024 Aug 05

• Removing the FDA's Boxed Hepatotoxicity Warning and Liver Function Testing Requirement for Ambrisentan.

  Feldman WB, Mahesri M, Sarpatwari A, Huybrechts KF, Zhu Y, Hwang CS, Lii J, Lee SB, Kattinakere Sreedhara S, Toyserkani GA, Zhou EH, Zendel L, LaCivita C, Manzo C, Dal Pan GJ, Kesselheim AS, Bykov K. JAMA Netw Open 2024 Jul 01