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Rachel Wong
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2020 – today
- 2023
- [j4]Xinyu Dong, Rachel Wong
, Weimin Lyu, Kayley Abell-Hart, Jianyuan Deng, Janos G. Hajagos, Richard N. Rosenthal
, Chao Chen, Fusheng Wang
:
An integrated LSTM-HeteroRGNN model for interpretable opioid overdose risk prediction. Artif. Intell. Medicine 135: 102439 (2023) - [j3]Peter Leese
, Adit Anand
, Andrew T. Girvin
, Amin Manna
, Saaya Patel
, Yun Jae Yoo
, Rachel Wong
, Melissa A. Haendel
, Christopher G. Chute
, Tellen D. Bennett
, Janos G. Hajagos
, Emily R. Pfaff
, Richard A. Moffitt
:
Clinical encounter heterogeneity and methods for resolving in networked EHR data: a study from N3C and RECOVER programs. J. Am. Medical Informatics Assoc. 30(6): 1125-1136 (2023) - [j2]Kristine M. Alpi
, Christie L. Martin
, Joseph M. Plasek
, Scott M. Sittig
, Catherine Arnott Smith
, Elizabeth Weinfurter
, Jennifer K. Wells
, Rachel Wong
, Robin R. Austin
:
Characterizing terminology applied by authors and database producers to informatics literature on consumer engagement with wearable devices. J. Am. Medical Informatics Assoc. 30(7): 1284-1292 (2023) - [j1]Elena Casiraghi
, Rachel Wong
, Margaret Hall, Ben D. Coleman, Marco Notaro, Michael D. Evans, Jena S. Tronieri, Hannah Blau, Bryan Laraway, Tiffany J. Callahan, Lauren E. Chan, Carolyn T. Bramante
, John B. Buse, Richard A. Moffitt, Til Sturmer, Steven G. Johnson
, Yu Raymond Shao, Justin T. Reese, Peter N. Robinson, Alberto Paccanaro, Giorgio Valentini, Jared D. Huling, Kenneth Wilkins:
A method for comparing multiple imputation techniques: A case study on the U.S. national COVID cohort collaborative. J. Biomed. Informatics 139: 104295 (2023) - [i3]Yinan Liu, Xinyu Dong, Weimin Lyu, Richard N. Rosenthal, Rachel Wong, Tengfei Ma, Fusheng Wang:
Enhancing Clinical Predictive Modeling through Model Complexity-Driven Class Proportion Tuning for Class Imbalanced Data: An Empirical Study on Opioid Overdose Prediction. CoRR abs/2305.05722 (2023) - 2022
- [c4]Weimin Lyu, Xinyu Dong, Rachel Wong, Songzhu Zheng, Kayley Abell-Hart, Fushen Wang, Chao Chen:
A Multimodal Transformer: Fusing Clinical Notes with Structured EHR Data for Interpretable In-Hospital Mortality Prediction. AMIA 2022 - [i2]Elena Casiraghi, Rachel Wong, Margaret Hall, Ben D. Coleman, Marco Notaro, Michael D. Evans, Jena S. Tronieri, Hannah Blau, Bryan Laraway, Tiffany J. Callahan, Lauren E. Chan, Carolyn T. Bramante, John B. Buse, Richard A. Moffitt, Til Sturmer, Steven G. Johnson, Yu Raymond Shao, Justin T. Reese, Peter N. Robinson, Alberto Paccanaro, Giorgio Valentini, Jared D. Huling, Kenneth Wilkins:
Tell Bennet, Christopher Chute, Peter DeWitt, Kenneth Gersing, Andrew Girvin, Melissa Haendel, Jeremy Harper, Janos Hajagos, Stephanie Hong, Emily Pfaff, Jane Reusch, Corneliu Antoniescu, Kimberly Robaski: A Methodological Framework for the Comparative Evaluation of Multiple Imputation Methods: Multiple Imputation of Race, Ethnicity and Body Mass Index in the U.S. National COVID Cohort Collaborative. CoRR abs/2206.06444 (2022) - [i1]Weimin Lyu, Xinyu Dong, Rachel Wong, Songzhu Zheng, Kayley Abell-Hart, Fusheng Wang
, Chao Chen:
A Multimodal Transformer: Fusing Clinical Notes with Structured EHR Data for Interpretable In-Hospital Mortality Prediction. CoRR abs/2208.10240 (2022) - 2021
- [c3]Veena Lingam, Victor Garcia, Chao-Wei Tsai, Jacob T. Wooldridge, Rachel Wong:
Integrating Gaming into Virtual Medication Reconciliation Education. AMIA 2021 - [c2]Sritha Rajupet, Rachel Wong, Donna Moller, Lisa Maldonado, Tricia Weiss, Tahsin M. Kurç, Janos G. Hajagos, Hasit Shah, Mary M. Saltz, Joel H. Saltz, Veena Lingam:
Informatics to Power Post-COVID Care: A Framework for Patient Care and Secondary Data Use. AMIA 2021 - [c1]Rachel Wong, Tanvi Mehta, Jeremy Schwartz, Jeremy A. Epstein, Erika Smith, Nitu Kashyup, Fasika Woreta, Bradley Crotty, Kristian Feterik, Michael Fliotsos, Jing Luo:
Implementing Real-Time Prescription Benefit Tools: Early Experiences at 5 Academic Centers. AMIA 2021
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