Ching-Huei Tsou

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 20

Top Topics

Medical Records

Manually Labeled

Event Extraction

Top Venues

J. Biomed. Informatics

AAAI Fall Symposia

Publications

Diwakar Mahajan, Jennifer J. Liang, Ching-Huei Tsou, Özlem Uzuner
Overview of the 2022 n2c2 shared task on contextualized medication event extraction in clinical notes. J. Biomed. Informatics 144 (2023)
Giridhar Kaushik Ramachandran, Kevin Lybarger, Yaya Liu, Diwakar Mahajan, Jennifer J. Liang, Ching-Huei Tsou, Meliha Yetisgen, Özlem Uzuner
Extracting medication changes in clinical narratives using pre-trained language models. J. Biomed. Informatics 139 (2023)
Venkata Joopudi, Bharath Dandala, Ching-Huei Tsou, Jennifer J. Liang
Hierarchy-aware Adverse Reaction Embeddings for Signal Detection. AMIA (2022)
Giridhar Kaushik Ramachandran, Kevin Lybarger, Yaya Liu, Diwakar Mahajan, Jennifer J. Liang, Ching-Huei Tsou, Meliha Yetisgen, Özlem Uzuner
Extracting Medication Changes in Clinical Narratives using Pre-trained Language Models. CoRR (2022)
Diwakar Mahajan, Jennifer J. Liang, Ching-Huei Tsou
Toward Understanding Clinical Context of Medication Change Events in Clinical Narratives. AMIA (2021)
Diwakar Mahajan, Ching-Huei Tsou, Jennifer J. Liang
IBMResearch at MEDIQA 2021: Toward Improving Factual Correctness of Radiology Report Abstractive Summarization. BioNLP@NAACL-HLT (2021)
Jennifer J. Liang, Ching-Huei Tsou, Bharath Dandala, Ananya Poddar, Venkata Joopudi, Diwakar Mahajan, John M. Prager, Preethi Raghavan, Michele Payne
Reducing Physicians' Cognitive Load During Chart Review: A Problem-Oriented Summary of the Patient Electronic Record. AMIA (2021)
Venkata Joopudi, Ananya Poddar, Bharath Dandala, Ching-Huei Tsou
Exploring Effectiveness of Domain and Task-Adaptive Pretraining for Clinical Information Extraction. AMIA (2021)
Ching-Huei Tsou, Diwakar Mahajan, Jennifer J. Liang
Extracting Daily Dosage from Medication Instructions in EHRs: An Automated Approach and Lessons Learned. AMIA (2021)
Ananya Poddar, Venkata Joopudi, Bharath Dandala, Ching-Huei Tsou
Leveraging Transformer-based Sequential Sentence Models for Clinical Information Extraction. AMIA (2021)
Diwakar Mahajan, Jennifer J. Liang, Ananya Poddar, Sasha Ballen, Ching-Huei Tsou
Evaluating Social Determinants of Health in Clinical Communications Data. AMIA (2021)
Diwakar Mahajan, Jennifer J. Liang, Ching-Huei Tsou
Toward Understanding Clinical Context of Medication Change Events in Clinical Narratives. CoRR (2020)
Bharath Dandala, Venkata Joopudi, Ching-Huei Tsou, Jennifer J. Liang, Parthasarathy Suryanarayanan
Joint Modelling of Entities and Relations for Adverse Drug Event Extraction using Knowledge-aware Neural Attentive Deep Learning Models. AMIA (2020)
Parthasarathy Suryanarayanan, Edward A. Epstein, Abhishek Malvankar, Burn L. Lewis, Lou Degenaro, Jennifer J. Liang, Ching-Huei Tsou, Divya R. Pathak
Timely and Efficient AI Insights on EHR: System Design. AMIA (2020)
Diwakar Mahajan, Jennifer J. Liang, Ching-Huei Tsou
Extracting Daily Dosage from Medication Instructions in EHRs: An Automated Approach and Lessons Learned. CoRR (2020)
Parthasarathy Suryanarayanan, Ching-Huei Tsou, Ananya Poddar, Diwakar Mahajan, Bharath Dandala, Piyush Madan, Anshul Agrawal, Charles Wachira, Samuel Mogaka Osebe, Osnat Bar-Shira, Clifton Kipchirchir, Sharon Okwako, William Ogallo, Fred Otieno, Timothy Nyota, Fiona Matu, Vesna Resende Barros, Daniel Shats, Oren Kagan, Sekou L. Remy, Oliver Bent, Shilpa Mahatma, Aisha Walcott-Bryant, Divya Pathak, Michal Rosen-Zvi
WNTRAC: Artificial Intelligence Assisted Tracking of Non-pharmaceutical Interventions Implemented Worldwide for COVID-19. CoRR (2020)
Jennifer J. Liang, Ching-Huei Tsou, Murthy V. Devarakonda
Ground Truth Creation for Complex Clinical NLP Tasks - an Iterative Vetting Approach and Lessons Learned. CRI (2017)
Murthy V. Devarakonda, Neil Mehta, Ching-Huei Tsou, Jennifer J. Liang, Amy S. Nowacki, John Eric Jelovsek
Automated problem list generation and physicians perspective from a pilot study. Int. J. Medical Informatics 105 (2017)
Ching-Huei Tsou, Murthy V. Devarakonda, Jennifer J. Liang
Toward Generating Domain-Specific / Personalized Problem Lists from Electronic Medical Records. AAAI Fall Symposia (2015)
Murthy V. Devarakonda, Ching-Huei Tsou
Automated Problem List Generation from Electronic Medical Records in IBM Watson. AAAI (2015)
Murthy V. Devarakonda, Dongyang Zhang, Ching-Huei Tsou, Mihaela A. Bornea
Problem-oriented patient record summary: An early report on a Watson application. Healthcom (2014)