Diwakar Mahajan

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 27

Top Topics

Natural Language

Scientific Documents

Medical Diagnostic

Top Venues

J. Biomed. Informatics

Publications

Yanjun Gao, Diwakar Mahajan, Özlem Uzuner, Meliha Yetisgen
Clinical natural language processing for secondary uses. J. Biomed. Informatics 150 (2024)
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)
Eric Lehman, Evan Hernandez, Diwakar Mahajan, Jonas Wulff, Micah J. Smith, Zachary Ziegler, Daniel Nadler, Peter Szolovits, Alistair E. W. Johnson, Emily Alsentzer
Do We Still Need Clinical Language Models? CHIL (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)
Keerthiram Murugesan, Sarathkrishna Swaminathan, Soham Dan, Subhajit Chaudhury, R. Chulaka Gunasekara, Maxwell Crouse, Diwakar Mahajan, Ibrahim Abdelaziz, Achille Fokoue, Pavan Kapanipathi, Salim Roukos, Alexander Gray
MISMATCH: Fine-grained Evaluation of Machine-generated Text with Mismatch Error Types. CoRR (2023)
Keerthiram Murugesan, Sarathkrishna Swaminathan, Soham Dan, Subhajit Chaudhury, R. Chulaka Gunasekara, Maxwell Crouse, Diwakar Mahajan, Ibrahim Abdelaziz, Achille Fokoue, Pavan Kapanipathi, Salim Roukos, Alexander Gray
MISMATCH: Fine-grained Evaluation of Machine-generated Text with Mismatch Error Types. ACL (Findings) (2023)
Eric Lehman, Evan Hernandez, Diwakar Mahajan, Jonas Wulff, Micah J. Smith, Zachary Ziegler, Daniel Nadler, Peter Szolovits, Alistair E. W. Johnson, Emily Alsentzer
Do We Still Need Clinical Language Models? CoRR (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. CoRR (2022)
Meliha Yetisgen, Özlem Uzuner, Yanjun Gao, Diwakar Mahajan
Call for papers: Special issue on clinical natural language processing for secondary use applications. J. Biomed. Informatics 133 (2022)
Jennifer J. Liang, Eric Lehman, Ananya Iyengar, Diwakar Mahajan, Preethi Raghavan, Cindy Y. Chang, Peter Szolovits
Towards Generalizable Methods for Automating Risk Score Calculation. BioNLP@ACL (2022)
Nancy Xin Ru Wang, Diwakar Mahajan, Marina Danilevsky, Sara Rosenthal
SemEval-2021 Task 9: Fact Verification and Evidence Finding for Tabular Data in Scientific Documents (SEM-TAB-FACTS). SemEval@ACL/IJCNLP (2021)
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)
Preethi Raghavan, Jennifer J. Liang, Diwakar Mahajan, Rachita Chandra, Peter Szolovits
emrKBQA: A Clinical Knowledge-Base Question Answering Dataset. BioNLP@NAACL-HLT (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)
Jennifer J. Liang, Diwakar Mahajan
An Exploration of Reasons Behind Drug De-escalation and Discontinuation Events in Clinical Notes. AMIA (2021)
Nancy Xin Ru Wang, Diwakar Mahajan, Marina Danilevsky, Sara Rosenthal
SemEval-2021 Task 9: Fact Verification and Evidence Finding for Tabular Data in Scientific Documents (SEM-TAB-FACTS). CoRR (2021)
Rachita Chandra, Preethi Raghavan, Jennifer J. Liang, Diwakar Mahajan, Peter Szolovits
emrKBQA: Creating a Clinical Knowledge-Base Question Answering Dataset. 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
Extracting Multi-Dimensional Context for Medication Change Events in Clinical Narratives. AMIA (2020)
Diwakar Mahajan, Jennifer J. Liang, Ching-Huei Tsou
Toward Understanding Clinical Context of Medication Change Events in Clinical Narratives. CoRR (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)
Diwakar Mahajan, Ananya Poddar, Yen-Ting Lin
A Hybrid Model for Drug-Drug Interaction Extraction from Structured Product Labeling Documents. TAC (2019)
Bharath Dandala, Diwakar Mahajan, Ananya Poddar
IBM Research System at TAC 2018: Deep Learning architectures for Drug-Drug Interaction extraction from Structured Product Labels. TAC (2018)
Bharath Dandala, Diwakar Mahajan, Murthy V. Devarakonda
IBM Research System at TAC 2017: Adverse Drug Reactions Extraction from Drug Labels. TAC (2017)
Lipika Dey, Diwakar Mahajan, Hemant Gupta
Obtaining Technology Insights from Large and Heterogeneous Document Collections. WI-IAT (2) (2014)
Arpit Khurdiya, Lipika Dey, Diwakar Mahajan, Ishan Verma
Extraction and Compilation of Events and Sub-events from Twitter. Web Intelligence (2012)
Romil Bansal, Radhika Kumaran, Diwakar Mahajan, Arpit Khurdiya, Lipika Dey, Hiranmay Ghosh
TWIPIX: a web magazine curated from social media. ACM Multimedia (2012)