Toward Generating Domain-Specific / Personalized Problem Lists from Electronic Medical Records. - Ching-Huei Tsou; Murthy V. Devarakonda; Jennifer J. Liang (AAAI Fall Symposia, 2015)

Ground Truth Creation for Complex Clinical NLP Tasks - an Iterative Vetting Approach and Lessons Learned. - Jennifer J. Liang; Ching-Huei Tsou; Murthy V. Devarakonda (CRI, 2017)

SemanticFind: Locating What You Want in a Patient Record, Not Just What You Ask For. - John M. Prager; Jennifer J. Liang; Murthy V. Devarakonda (CRI, 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)

emrQA: A Large Corpus for Question Answering on Electronic Medical Records. - Anusri Pampari; Preethi Raghavan; Jennifer J. Liang; Jian Peng 001 (EMNLP, 2018)

Annotating Electronic Medical Records for Question Answering. - Preethi Raghavan; Siddharth Patwardhan; Jennifer J. Liang; Murthy V. Devarakonda (CoRR, 2018)

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 (AMIA, 2020)

Extracting Multi-Dimensional Context for Medication Change Events in Clinical Narratives. - Diwakar Mahajan; Jennifer J. Liang (AMIA, 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 (AMIA, 2020)

KAAPA: Knowledge Aware Answers from PDF Analysis. - Nicolas R. Fauceglia; Mustafa Canim; Alfio Gliozzo; Jennifer J. Liang; Nancy Xin Ru Wang; Douglas Burdick; Nandana Mihindukulasooriya; Vittorio Castelli; Guy Feigenblat; David Konopnicki; Yannis Katsis; Radu Florian; et al. (AAAI, 2021)

emrKBQA: Creating a Clinical Knowledge-Base Question Answering Dataset. - Rachita Chandra; Preethi Raghavan; Jennifer J. Liang; Diwakar Mahajan; Peter Szolovits (AMIA, 2021)

An Exploration of Reasons Behind Drug De-escalation and Discontinuation Events in Clinical Notes. - Jennifer J. Liang; Diwakar Mahajan (AMIA, 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 (AMIA, 2021)

Evaluating Social Determinants of Health in Clinical Communications Data. - Diwakar Mahajan; Jennifer J. Liang; Ananya Poddar; Sasha Ballen; Ching-Huei Tsou (AMIA, 2021)

Toward Understanding Clinical Context of Medication Change Events in Clinical Narratives. - Diwakar Mahajan; Jennifer J. Liang; Ching-Huei Tsou (AMIA, 2021)

Extracting Daily Dosage from Medication Instructions in EHRs: An Automated Approach and Lessons Learned. - Ching-Huei Tsou; Diwakar Mahajan; Jennifer J. Liang (AMIA, 2021)

IBMResearch at MEDIQA 2021: Toward Improving Factual Correctness of Radiology Report Abstractive Summarization. - Diwakar Mahajan; Ching-Huei Tsou; Jennifer J. Liang (BioNLP@NAACL-HLT, 2021)

emrKBQA: A Clinical Knowledge-Base Question Answering Dataset. - Preethi Raghavan; Jennifer J. Liang; Diwakar Mahajan; Rachita Chandra; Peter Szolovits (BioNLP@NAACL-HLT, 2021)

Hierarchy-aware Adverse Reaction Embeddings for Signal Detection. - Venkata Joopudi; Bharath Dandala; Ching-Huei Tsou; Jennifer J. Liang (AMIA, 2022)

Towards Generalizable Methods for Automating Risk Score Calculation. - Jennifer J. Liang; Eric Lehman; Ananya Iyengar; Diwakar Mahajan; Preethi Raghavan; Cindy Y. Chang; Peter Szolovits (BioNLP@ACL, 2022)

Learning to Ask Like a Physician. - Eric Lehman; Vladislav Lialin; Katelyn Y. Legaspi; Anne Janelle R. Sy; Patricia Therese S. Pile; Nicole Rose I. Alberto; Richard Raymund R. Ragasa; Corinna Victoria M. Puyat; Isabelle Rose I. Alberto; Pia Gabrielle I. Alfonso; Marianne Taliño; Dana Moukheiber; et al. (CoRR, 2022)

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, 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, 2023)