Joseph M. Plasek

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 23

Top Topics

Chronic Obstructive Pulmonary Disease

Natural Language Processing

Top Venues

J. Am. Medical Informatics Assoc.

BMC Medical Informatics Decis. Mak.

Publications

Janick Weberpals, Pamela A. Shaw, Kueiyu Joshua Lin, Richard Wyss, Joseph M. Plasek, Li Zhou, Kerry Ngan, Thomas DeRamus, Sudha R. Raman, Bradley G. Hammill, Hana Lee, Sengwee Toh, John G. Connolly, Kimberly J. Dandreo, Fang Tian, Wei Liu, Jie Li, José J. Hernández-Muñoz, Sebastian Schneeweiss, Rishi J. Desai
High-dimensional multiple imputation (HDMI) for partially observed confounders including natural language processing-derived auxiliary covariates. CoRR (2024)
Yucheng Jin, Yun Xiong, Dan Shi, Yifei Lin, Lifang He, Yao Zhang, Joseph M. Plasek, Li Zhou, David W. Bates, Chunlei Tang
Learning from undercoded clinical records for automated International Classification of Diseases (ICD) coding. J. Am. Medical Informatics Assoc. 30 (3) (2023)
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) (2023)
Yining Hua, Hang Jiang, Shixu Lin, Jie Yang, Joseph M. Plasek, David W. Bates, Li Zhou
Using Twitter Data to Understand Public Perceptions of Approved versus Off-label Use for COVID-19-related Medications. CoRR (2022)
Yining Hua, Hang Jiang, Shixu Lin, Jie Yang, Joseph M. Plasek, David W. Bates, Li Zhou
Using Twitter data to understand public perceptions of approved versus off-label use for COVID-19-related medications. J. Am. Medical Informatics Assoc. 29 (10) (2022)
Joseph M. Plasek, Abigail Salem, Stuart R. Lipsitz, Mary Amato, Dinah Foer, Heba Edrees, Suzanne V. Blackley, Brett R. South, Amol Rajmane, Mario Lorenzo, Paul Felt, Brendan Bull, Gretchen Purcell Jackson, Henry Feldman, David W. Bates, Li Zhou
Sampling Adverse Drug Events in Outpatient Clinical Notes for Natural Language Processing Tasks. AMIA (2022)
Xiaoxia Wang, Yifei Lin, Yun Xiong, Suhua Zhang, Yanming He, Yuqing He, Zhikun Zhang, Joseph M. Plasek, Li Zhou, David W. Bates, Chunlei Tang
Using an optimized generative model to infer the progression of complications in type 2 diabetes patients. BMC Medical Informatics Decis. Mak. 22 (1) (2022)
Yining Hua, Hang Jiang, Jie Yang, Shixu Lin, Joseph M. Plasek, David W. Bates, Li Zhou
Using Twitter Data to Understand Public Perceptions of Approved versus Off-label Use for COVID-19-related Medications. AMIA (2022)
Joseph M. Plasek, Chunlei Tang, Xiaoxia Wang, Yun Xiong, Yangyong Zhu, Yanming He, Patricia C. Dykes, David W. Bates, Li Zhou
Addressing Disparities in Diabetes Using Temporal Fairness Models. AMIA (2021)
Chunlei Tang, Joseph M. Plasek, Xiao Shi, Meihan Wan, Haohan Zhang, Min-Jeoung Kang, Liqin Wang, Sevan M. Dulgarian, Yun Xiong, Jing Ma, David W. Bates, Li Zhou
Estimating Time to Progression of Chronic Obstructive Pulmonary Disease With Tolerance. IEEE J. Biomed. Health Informatics 25 (1) (2021)
Sachin Vallamkonda, Carlos A. Ortega, Ying-Chih Lo, Suzanne V. Blackley, Liqin Wang, Diane L. Seger, Kimberly G. Blumenthal, Joseph M. Plasek, Foster R. Goss, Li Zhou
Identifying and Reconciling Patients' Allergy Information Within the Electronic Health Record. MedInfo (2021)
Joseph M. Plasek, Chunlei Tang, Yangyong Zhu, Yajun Huang, David W. Bates
Following data as it crosses borders during the COVID-19 pandemic. J. Am. Medical Informatics Assoc. 27 (7) (2020)
Chunlei Tang, Joseph M. Plasek, Haohan Zhang, Min-Jeoung Kang, Haokai Sheng, Yun Xiong, David W. Bates, Li Zhou
A temporal visualization of chronic obstructive pulmonary disease progression using deep learning and unstructured clinical notes. BMC Medical Informatics Decis. Mak. (8) (2019)
Joseph M. Plasek, John Weissert, Kourosh Ravvaz
Harmonizing Oncology Data from Multiple Institutions with the Observational Medical Outcomes Partnership's Common Data Model. AMIA (2019)
Zhikun Zhang, Chunlei Tang, Joseph M. Plasek, Yun Xiong, Min-Jeoung Kang, Patricia C. Dykes, David W. Bates, Li Zhou
Data Reconstruction Based on Temporal Expressions in Clinical Notes. BIBM (2019)
Chunlei Tang, Yangyong Zhu, Suzanne V. Blackley, Joseph M. Plasek, Meihan Wan, Li Zhou, Jing Ma, David W. Bates
Visualizing Literature Review Theme Evolution on Timeline Maps: Comparison Across Disciplines. IEEE Access 7 (2019)
Rumei Yang, Joseph M. Plasek, Andrew Wilson, Mollie R. Cummins, Katherine A. Sward
Comparing Machine Learning Algorithms to Predict Falls of Community Dwelling Older Adults. AMIA (2018)
Chunlei Tang, Joseph M. Plasek, Haohan Zhang, Yun Xiong, David W. Bates, Li Zhou
A Deep Learning Approach to Handling Temporal Variation in Chronic Obstructive Pulmonary Disease Progression. BIBM (2018)
Haohan Zhang, Chunlei Tang, Joseph M. Plasek, Yun Xiong, Jing Ma, Li Zhou, David W. Bates
RegionAl: an Optimized Regional Classifier to Predict Mortality in Chronic Obstructive Pulmonary Disease Patients. AMIA (2018)
Foster R. Goss, Kenneth H. Lai, Maxim Topaz, Warren W. Acker, Leigh Kowalski, Joseph M. Plasek, Kimberly G. Blumenthal, Diane L. Seger, Sarah P. Slight, Kin Wah Fung, Frank Y. Chang, David W. Bates, Li Zhou
A value set for documenting adverse reactions in electronic health records. J. Am. Medical Informatics Assoc. 25 (6) (2018)
Li Zhou, Joseph M. Plasek, Ronen Rozenblum, David W. Bates, Chunlei Tang
Comment Topic Evolution on a Cancer Institution's Facebook Page. Appl. Clin. Inform. 8 (03) (2017)
Liqin Wang, Maxim Topaz, Joseph M. Plasek, Li Zhou
Content and Trends in Medical Informatics Publications over the Past Two Decades. MedInfo (2017)
Joseph M. Plasek, Foster R. Goss, Kenneth H. Lai, Jason J. Lau, Diane L. Seger, Kimberly G. Blumenthal, Paige G. Wickner, Sarah P. Slight, Frank Y. Chang, Maxim Topaz, David W. Bates, Li Zhou
Food entries in a large allergy data repository. J. Am. Medical Informatics Assoc. 23 (e1) (2016)
Foster R. Goss, Joseph M. Plasek, Jason J. Lau, Diane L. Seger, Frank Y. Chang, Li Zhou
An Evaluation of a Natural Language Processing Tool for Identifying and Encoding Allergy Information in Emergency Department Clinical Notes. AMIA (2014)
Foster R. Goss, Li Zhou, Joseph M. Plasek, Carol A. Broverman, George A. Robinson, Blackford Middleton, Roberto A. Rocha
Evaluating standard terminologies for encoding allergy information. J. Am. Medical Informatics Assoc. 20 (5) (2013)
Li Zhou, Joseph M. Plasek, Lisa M. Mahoney, Frank Y. Chang, Dana DiMaggio, Roberto A. Rocha
Mapping Partners Master Drug Dictionary to RxNorm using an NLP-based approach. J. Biomed. Informatics 45 (4) (2012)