Vipina Kuttichi Keloth

Orcid: 0000-0001-6919-1122

According to our database1, Vipina Kuttichi Keloth authored at least 26 papers between 2018 and 2024.

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Bibliography

2024
FedFSA: Hybrid and federated framework for functional status ascertainment across institutions.
J. Biomed. Informatics, 2024

Ensemble pretrained language models to extract biomedical knowledge from literature.
J. Am. Medical Informatics Assoc., 2024

Improving large language models for clinical named entity recognition via prompt engineering.
J. Am. Medical Informatics Assoc., 2024

Me LLaMA: Foundation Large Language Models for Medical Applications.
CoRR, 2024

Skimming of Electronic Health Records Highlighted by an Interface Terminology Curated with Machine Learning Mining.
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.
BMC Medical Informatics Decis. Mak., December, 2023

Towards precise PICO extraction from abstracts of randomized controlled trials using a section-specific learning approach.
Bioinform., September, 2023

Systematic design and data-driven evaluation of social determinants of health ontology (SDoHO).
J. Am. Medical Informatics Assoc., August, 2023

Representing and utilizing clinical textual data for real world studies: An OHDSI approach.
J. Biomed. Informatics, June, 2023

Large language models in biomedical natural language processing: benchmarks, baselines, and recommendations.
CoRR, 2023

Integrating Commercial and Social Determinants of Health: A Unified Ontology for Non-Clinical Determinants of Health.
CoRR, 2023

Using annotation for computerized support for fast skimming of cardiology electronic health record notes.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022
Systematic Design and Evaluation of Social Determinants of Health Ontology (SDoHO).
CoRR, 2022

Conversational Bots for Psychotherapy: A Study of Generative Transformer Models Using Domain-specific Dialogues.
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.
Proceedings of the AMIA 2022, 2022

2021
Visual comprehension and orientation into the COVID-19 CIDO ontology.
J. Biomed. Informatics, 2021

2020
Outlier concepts auditing methodology for a large family of biomedical ontologies.
BMC Medical Informatics Decis. Mak., 2020

Extending import detection algorithms for concept import from two to three biomedical terminologies.
BMC Medical Informatics Decis. Mak., 2020

A review of auditing techniques for the Unified Medical Language System.
J. Am. Medical Informatics Assoc., 2020

Mining Concepts for a COVID Interface Terminology for Annotation of EHRs.
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.
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.
J. Biomed. Informatics, 2019

Measuring and Avoiding Information Loss During Concept Import from a Source to a Target Ontology.
Proceedings of the 11th International Joint Conference on Knowledge Discovery, 2019

2018
Extended Analysis of Topological-Pattern-Based Ontology Enrichment.
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.
Proceedings of the AMIA 2018, 2018

How Sustainable are Biomedical Ontologies?
Proceedings of the AMIA 2018, 2018


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