Navya Martin Kollapally

According to our database1, Navya Martin Kollapally authored at least 9 papers between 2021 and 2024.

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Bibliography

2024
Safeguarding Ethical AI: Detecting Potentially Sensitive Data Re-Identification and Generation of Misleading or Abusive Content from Quantized Large Language Models.
Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024

Hyperparameter Optimization Using Genetic Algorithm for Extracting Social Determinants of Health Text.
Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 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
Fake News Detection and Behavioral Analysis: Case of COVID-19.
CoRR, 2023

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

Clinical BioBERT Hyperparameter Optimization using Genetic Algorithm.
CoRR, 2023

2022
An Ontology for the Social Determinants of Health Domain.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

2021
Health Ontology for Minority Equity (HOME).
Proceedings of the 13th International Joint Conference on Knowledge Discovery, 2021

Detecting, Reporting And Alleviating Racial Biases In Standardized Medical Terminologies And Ontologies.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021


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