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2020 – today
- 2024
[j4]Yanjun Gao
, Diwakar Mahajan, Özlem Uzuner, Meliha Yetisgen:
Clinical natural language processing for secondary uses. J. Biomed. Informatics 150: 104596 (2024)- [c17]Bum Chul Kwon, Simona Rabinovici-Cohen, Beldine Moturi, Ruth Mwaura, Kezia Wahome, Oliver Njeru, Miguel Shinyenyi, Catherine Wanjiru, Sekou L. Remy, William Ogallo, Itai Guez, Parthasarathy Suryanarayanan, Joseph A. Morrone, Shreyans Sethi, Seung-gu Kang, Tien Huynh, Kenney Ng, Diwakar Mahajan, Hongyang Li, Matan Ninio, Shervin Ayati, Efrat Hexter, Wendy D. Cornell:
SPARK: Harnessing Human-Centered Workflows with Biomedical Foundation Models for Drug Discovery. IJCAI 2024: 8713-8716 - 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) - [c16]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: 4485-4503 - [c15]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: 578-597 - [i10]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 abs/2302.08091 (2023) - [i9]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 abs/2306.10452 (2023) - 2022
- [j1]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: 104152 (2022) - [c14]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: 426-431 - [i8]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]Rachita Chandra, Preethi Raghavan, Jennifer J. Liang, Diwakar Mahajan, Peter Szolovits:
emrKBQA: Creating a Clinical Knowledge-Base Question Answering Dataset. AMIA 2021 - [c12]Jennifer J. Liang, Diwakar Mahajan:
An Exploration of Reasons Behind Drug De-escalation and Discontinuation Events in Clinical Notes. AMIA 2021 - [c11]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 - [c10]Diwakar Mahajan, Jennifer J. Liang, Ananya Poddar, Sasha Ballen, Ching-Huei Tsou:
Evaluating Social Determinants of Health in Clinical Communications Data. AMIA 2021 - [c9]Diwakar Mahajan, Jennifer J. Liang, Ching-Huei Tsou:
Toward Understanding Clinical Context of Medication Change Events in Clinical Narratives. 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]Preethi Raghavan, Jennifer J. Liang, Diwakar Mahajan, Rachita Chandra, Peter Szolovits:
emrKBQA: A Clinical Knowledge-Base Question Answering Dataset. BioNLP@NAACL-HLT 2021: 64-73 - [c6]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 - [c5]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: 317-326 - [i7]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 abs/2105.13995 (2021) - 2020
- [c4]Diwakar Mahajan, Jennifer J. Liang:
Extracting Multi-Dimensional Context for Medication Change Events in Clinical Narratives. AMIA 2020 - [i6]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) - [i5]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) - [i4]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
- 2019
- [i3]Diwakar Mahajan, Ananya Poddar, Yen-Ting Lin:
A Hybrid Model for Drug-Drug Interaction Extraction from Structured Product Labeling Documents. TAC 2019 - 2018
- [i2]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 - 2017
- [i1]Bharath Dandala, Diwakar Mahajan, Murthy V. Devarakonda:
IBM Research System at TAC 2017: Adverse Drug Reactions Extraction from Drug Labels. TAC 2017 - 2014
- [c3]Lipika Dey, Diwakar Mahajan, Hemant Gupta:
Obtaining Technology Insights from Large and Heterogeneous Document Collections. WI-IAT (2) 2014: 102-109 - 2012
- [c2]Romil Bansal, Radhika Kumaran, Diwakar Mahajan, Arpit Khurdiya, Lipika Dey, Hiranmay Ghosh:
TWIPIX: a web magazine curated from social media. ACM Multimedia 2012: 1355-1356 - [c1]Arpit Khurdiya, Lipika Dey, Diwakar Mahajan, Ishan Verma:
Extraction and Compilation of Events and Sub-events from Twitter. Web Intelligence 2012: 504-508
Coauthor Index
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