Ching-Huei Tsou

According to our database, Ching-Huei Tsou authored at least 18 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Overview of the 2022 n2c2 shared task on contextualized medication event extraction in clinical notes.

Diwakar Mahajan, Jennifer J. Liang, Ching-Huei Tsou, Özlem Uzuner

J. Biomed. Informatics, August, 2023

Extracting medication changes in clinical narratives using pre-trained language models.

Giridhar Kaushik Ramachandran, Kevin Lybarger, Yaya Liu, Diwakar Mahajan, Jennifer J. Liang, Ching-Huei Tsou, Meliha Yetisgen, Özlem Uzuner

J. Biomed. Informatics, March, 2023

2022

Hierarchy-aware Adverse Reaction Embeddings for Signal Detection.

Venkata Joopudi, Bharath Dandala, Ching-Huei Tsou, Jennifer J. Liang

Proceedings of the AMIA 2022, 2022

2021

IBMResearch at MEDIQA 2021: Toward Improving Factual Correctness of Radiology Report Abstractive Summarization.

Diwakar Mahajan, Ching-Huei Tsou, Jennifer J. Liang

Proceedings of the 20th Workshop on Biomedical Language Processing, 2021

Extracting Daily Dosage from Medication Instructions in EHRs: An Automated Approach and Lessons Learned.

Ching-Huei Tsou, Diwakar Mahajan, Jennifer J. Liang

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

Leveraging Transformer-based Sequential Sentence Models for Clinical Information Extraction.

Ananya Poddar, Venkata Joopudi, Bharath Dandala, Ching-Huei Tsou

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

Toward Understanding Clinical Context of Medication Change Events in Clinical Narratives.

Diwakar Mahajan, Jennifer J. Liang, Ching-Huei Tsou

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

Evaluating Social Determinants of Health in Clinical Communications Data.

Diwakar Mahajan, Jennifer J. Liang, Ananya Poddar, Sasha Ballen, Ching-Huei Tsou

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

Reducing Physicians' Cognitive Load During Chart Review: A Problem-Oriented Summary of the Patient Electronic Record.

Jennifer J. Liang, Ching-Huei Tsou, Bharath Dandala, Ananya Poddar, Venkata Joopudi, Diwakar Mahajan, John M. Prager, Preethi Raghavan, Michele Payne

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

Exploring Effectiveness of Domain and Task-Adaptive Pretraining for Clinical Information Extraction.

Venkata Joopudi, Ananya Poddar, Bharath Dandala, Ching-Huei Tsou

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2020

WNTRAC: Artificial Intelligence Assisted Tracking of Non-pharmaceutical Interventions Implemented Worldwide for COVID-19.

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

CoRR, 2020

Timely and Efficient AI Insights on EHR: System Design.

Parthasarathy Suryanarayanan, Edward A. Epstein, Abhishek Malvankar, Burn L. Lewis, Lou Degenaro, Jennifer J. Liang, Ching-Huei Tsou, Divya R. Pathak

Proceedings of the AMIA 2020, 2020

Joint Modelling of Entities and Relations for Adverse Drug Event Extraction using Knowledge-aware Neural Attentive Deep Learning Models.

Bharath Dandala, Venkata Joopudi, Ching-Huei Tsou, Jennifer J. Liang, Parthasarathy Suryanarayanan

Proceedings of the AMIA 2020, 2020

2017

Automated problem list generation and physicians perspective from a pilot study.

Murthy V. Devarakonda, Neil Mehta, Ching-Huei Tsou, Jennifer J. Liang, Amy S. Nowacki, John Eric Jelovsek

Int. J. Medical Informatics, 2017

Ground Truth Creation for Complex Clinical NLP Tasks - an Iterative Vetting Approach and Lessons Learned.

Jennifer J. Liang, Ching-Huei Tsou, Murthy V. Devarakonda

Proceedings of the Summit on Clinical Research Informatics, 2017

2015

Toward Generating Domain-Specific / Personalized Problem Lists from Electronic Medical Records.

Ching-Huei Tsou, Murthy V. Devarakonda, Jennifer J. Liang

Proceedings of the 2015 AAAI Fall Symposia, Arlington, Virginia, USA, November 12-14, 2015, 2015

Automated Problem List Generation from Electronic Medical Records in IBM Watson.

Murthy V. Devarakonda, Ching-Huei Tsou

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Problem-oriented patient record summary: An early report on a Watson application.

Murthy V. Devarakonda, Dongyang Zhang, Ching-Huei Tsou, Mihaela A. Bornea

Proceedings of the 16th IEEE International Conference on e-Health Networking, 2014