Vipina Kuttichi Keloth

According to our database, Vipina Kuttichi Keloth authored at least 26 papers between 2018 and 2024.

Collaborative distances:

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

2024

FedFSA: Hybrid and federated framework for functional status ascertainment across institutions.

Sunyang Fu, Heling Jia, Maria Vassilaki, Vipina Kuttichi Keloth, Yifang Dang, Yujia Zhou, Muskan Garg, Ronald C. Petersen, Jennifer St Sauver, Sungrim Moon, Liwei Wang, Andrew Wen, Fang Li, Hua Xu, Cui Tao, Jungwei Fan, Hongfang Liu, Sunghwan Sohn

J. Biomed. Informatics, 2024

Ensemble pretrained language models to extract biomedical knowledge from literature.

Zhao Li, Qiang Wei, Liang-Chin Huang, Jianfu Li, Yan Hu, Yao-Shun Chuang, Jianping He, Avisha Das, Vipina Kuttichi Keloth, Yuntao Yang, Chiamaka S. Diala, Kirk E. Roberts, Cui Tao, Xiaoqian Jiang, W. Jim Zheng, Hua Xu

J. Am. Medical Informatics Assoc., 2024

Improving large language models for clinical named entity recognition via prompt engineering.

Yan Hu, Qingyu Chen, Jingcheng Du, Xueqing Peng, Vipina Kuttichi Keloth, Xu Zuo, Yujia Zhou, Zehan Li, Xiaoqian Jiang, Zhiyong Lu, Kirk Roberts, Hua Xu

J. Am. Medical Informatics Assoc., 2024

Me LLaMA: Foundation Large Language Models for Medical Applications.

Qianqian Xie, Qingyu Chen, Aokun Chen, Cheng Peng, Yan Hu, Fongci Lin, Xueqing Peng, Jimin Huang, Jeffrey Zhang, Vipina Kuttichi Keloth, Xingyu Zhou, Huan He, Lucila Ohno-Machido, Yonghui Wu, Hua Xu, Jiang Bian

CoRR, 2024

Skimming of Electronic Health Records Highlighted by an Interface Terminology Curated with Machine Learning Mining.

Mahshad Koohi H. Dehkordi, Navya Martin Kollapally, Yehoshua Perl, James Geller, Fadi P. Deek, Hao Liu, Vipina Kuttichi Keloth, Gai Elhanan, Andrew J. Einstein

Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024

2023

Mining of EHR for interface terminology concepts for annotating EHRs of COVID patients.

Vipina Kuttichi Keloth, Shuxin Zhou, Luke Lindemann, Ling Zheng, Gai Elhanan, Andrew J. Einstein, James Geller, Yehoshua Perl

BMC Medical Informatics Decis. Mak., December, 2023

Towards precise PICO extraction from abstracts of randomized controlled trials using a section-specific learning approach.

Yan Hu, Vipina Kuttichi Keloth, Kalpana Raja, Yong Chen, Hua Xu

Bioinform., September, 2023

Systematic design and data-driven evaluation of social determinants of health ontology (SDoHO).

Yifang Dang, Fang Li, Xinyue Hu, Vipina Kuttichi Keloth, Meng Zhang, Sunyang Fu, Muhammad F. Amith, J. Wilfred Fan, Jingcheng Du, Evan Yu, Hongfang Liu, Xiaoqian Jiang, Hua Xu, Cui Tao

J. Am. Medical Informatics Assoc., August, 2023

Representing and utilizing clinical textual data for real world studies: An OHDSI approach.

Vipina Kuttichi Keloth, Juan M. Banda, Michael J. Gurley, Paul M. Heider, Georgina Kennedy, Hongfang Liu, Feifan Liu, Timothy A. Miller, Karthik Natarajan, Olga V. Patterson, Yifan Peng, Kalpana Raja, Ruth M. Reeves, Masoud Rouhizadeh, Jianlin Shi, Xiaoyan Wang, Yanshan Wang, Wei-Qi Wei, Andrew E. Williams, Rui Zhang, Rimma Belenkaya, Christian G. Reich, Clair Blacketer, Patrick B. Ryan, George Hripcsak, Noémie Elhadad, Hua Xu

J. Biomed. Informatics, June, 2023

Large language models in biomedical natural language processing: benchmarks, baselines, and recommendations.

Qingyu Chen, Jingcheng Du, Yan Hu, Vipina Kuttichi Keloth, Xueqing Peng, Kalpana Raja, Rui Zhang, Zhiyong Lu, Hua Xu

CoRR, 2023

Integrating Commercial and Social Determinants of Health: A Unified Ontology for Non-Clinical Determinants of Health.

Navya Martin Kollapally, Vipina Kuttichi Keloth, Julia Xu, James Geller

CoRR, 2023

Using annotation for computerized support for fast skimming of cardiology electronic health record notes.

Mahshad Koohi H. Dehkordi, Andrew J. Einstein, Shuxin Zhou, Gai Elhanan, Yehoshua Perl, Vipina Kuttichi Keloth, James Geller, Hao Liu

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022

Systematic Design and Evaluation of Social Determinants of Health Ontology (SDoHO).

Yifang Dang, Fang Li, Xinyue Hu, Vipina Kuttichi Keloth, Meng Zhang, Sunyang Fu, Jingcheng Du, J. Wilfred Fan, Muhammad F. Amith, Evan Yu, Hongfang Liu, Xiaoqian Jiang, Hua Xu, Cui Tao

CoRR, 2022

Conversational Bots for Psychotherapy: A Study of Generative Transformer Models Using Domain-specific Dialogues.

Avisha Das, Salih Selek, Alia R. Warner, Xu Zuo, Yan Hu, Vipina Kuttichi Keloth, Jianfu Li, W. Jim Zheng, Hua Xu

Proceedings of the 21st Workshop on Biomedical Language Processing, 2022

Section-specific Annotation of PICO for Medical Evidence Extraction: Applications to Articles of Randomized Controlled Trials for Alzheimer's Disease and COVID-19.

Yan Hu, Vipina Kuttichi Keloth, Hua Xu

Proceedings of the AMIA 2022, 2022

2021

Visual comprehension and orientation into the COVID-19 CIDO ontology.

Ling Zheng, Yehoshua Perl, Yongqun He, Christopher Ochs, James Geller, Hao Liu, Vipina Kuttichi Keloth

J. Biomed. Informatics, 2021

2020

Outlier concepts auditing methodology for a large family of biomedical ontologies.

Ling Zheng, Hua Min, Yan Chen, Vipina Kuttichi Keloth, James Geller, Yehoshua Perl, George Hripcsak

BMC Medical Informatics Decis. Mak., 2020

Extending import detection algorithms for concept import from two to three biomedical terminologies.

Vipina Kuttichi Keloth, James Geller, Yan Chen, Julia Xu

BMC Medical Informatics Decis. Mak., 2020

A review of auditing techniques for the Unified Medical Language System.

Ling Zheng, Zhe He, Duo Helen Wei, Vipina Kuttichi Keloth, Jung-Wei Fan, Luke Lindemann, Xinxin Zhu, James J. Cimino, Yehoshua Perl

J. Am. Medical Informatics Assoc., 2020

Mining Concepts for a COVID Interface Terminology for Annotation of EHRs.

Vipina Kuttichi Keloth, Shuxin Zhou, Luke Lindemann, Gai Elhanan, Andrew J. Einstein, James Geller, Yehoshua Perl

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Generating Training Data for Concept-Mining for an 'Interface Terminology' Annotating Cardiology EHRs.

Vipina Kuttichi Keloth, Shuxin Zhou, Andrew J. Einstein, Gai Elhanan, Yan Chen, James Geller, Yehoshua Perl

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

2019

Alternative classification of identical concepts in different terminologies: Different ways to view the world.

Vipina Kuttichi Keloth, Zhe He, Gai Elhanan, James Geller

J. Biomed. Informatics, 2019

Measuring and Avoiding Information Loss During Concept Import from a Source to a Target Ontology.

James Geller, Shmuel T. Klein, Vipina Kuttichi Keloth

Proceedings of the 11th International Joint Conference on Knowledge Discovery, 2019

2018

Extended Analysis of Topological-Pattern-Based Ontology Enrichment.

Zhe He, Vipina Kuttichi Keloth, Yan Chen, James Geller

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

Leveraging Horizontal Density Differences between Ontologies to Identify Missing Child Concepts: A Proof of Concept.

Vipina Kuttichi Keloth, Zhe He, Yan Chen, James Geller

Proceedings of the AMIA 2018, 2018

How Sustainable are Biomedical Ontologies?

James Geller, Vipina Kuttichi Keloth, Mark A. Musen

Proceedings of the AMIA 2018, 2018