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2020 – today
- 2023
[j3]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: 104302 (2023)- [j2]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: 104432 (2023) - 2022
- [c14]Venkata Joopudi, Bharath Dandala, Ching-Huei Tsou, Jennifer J. Liang:
Hierarchy-aware Adverse Reaction Embeddings for Signal Detection. AMIA 2022 - [i4]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 abs/2208.08417 (2022) - 2021
- [c13]Venkata Joopudi, Ananya Poddar, Bharath Dandala, Ching-Huei Tsou:
Exploring Effectiveness of Domain and Task-Adaptive Pretraining for Clinical Information Extraction. AMIA 2021 - [c12]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 - [c11]Diwakar Mahajan, Jennifer J. Liang, Ananya Poddar, Sasha Ballen, Ching-Huei Tsou:
Evaluating Social Determinants of Health in Clinical Communications Data. AMIA 2021 - [c10]Diwakar Mahajan, Jennifer J. Liang, Ching-Huei Tsou:
Toward Understanding Clinical Context of Medication Change Events in Clinical Narratives. AMIA 2021 - [c9]Ananya Poddar, Venkata Joopudi, Bharath Dandala, Ching-Huei Tsou:
Leveraging Transformer-based Sequential Sentence Models for Clinical Information Extraction. AMIA 2021 - [c8]Ching-Huei Tsou, Diwakar Mahajan, Jennifer J. Liang:
Extracting Daily Dosage from Medication Instructions in EHRs: An Automated Approach and Lessons Learned. AMIA 2021 - [c7]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: 302-310 - 2020
- [c6]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 - [c5]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 - [i3]Diwakar Mahajan, Jennifer J. Liang, Ching-Huei Tsou:
Extracting Daily Dosage from Medication Instructions in EHRs: An Automated Approach and Lessons Learned. CoRR abs/2005.10899 (2020) - [i2]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 abs/2009.07057 (2020) - [i1]Diwakar Mahajan, Jennifer J. Liang, Ching-Huei Tsou:
Toward Understanding Clinical Context of Medication Change Events in Clinical Narratives. CoRR abs/2011.08835 (2020)
2010 – 2019
- 2017
- [j1]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: 121-129 (2017) - [c4]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 - 2015
- [c3]Murthy V. Devarakonda, Ching-Huei Tsou:
Automated Problem List Generation from Electronic Medical Records in IBM Watson. AAAI 2015: 3942-3947 - [c2]Ching-Huei Tsou, Murthy V. Devarakonda, Jennifer J. Liang:
Toward Generating Domain-Specific / Personalized Problem Lists from Electronic Medical Records. AAAI Fall Symposia 2015: 66- - 2014
- [c1]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: 281-286
Coauthor Index
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