Parvati Naliyatthaliyazchayil
Computer Science · Indiana University
Machine Learning in HealthcareBiomedical Text Mining and OntologiesTopic ModelingElectronic Health Records SystemsArtificial Intelligence in Healthcare and Education
Publications
12
Citations
19
Est. group size
—
Recurring co-author estimate
Active years
9
Publishing since 2018
Publication cadence
Publications per year over the last 10 years — averaging 2.2/year recently
Recent publications
- Demographic Confounding in Voice-Based Parkinson's Disease Screening: Cross-Validation Study Using the Bridge2AI Voice Dataset (Preprint)
2026
- Automated Logical Observation Identifiers Names and Codes mapping with biomedical natural language processing models: enabling scalable health information exchange via the Open Concept Lab
Journal of the American Medical Informatics Association · 2026
- Harmonizing Logical Observation Identifiers Names and Codes (LOINC) Codes and Units in Real-World Oncology Data: Method Development and Evaluation
JMIR Medical Informatics · 2026
- Automated LOINC Mapping with Biomedical NLP Models: Enabling Scalable Health Information Exchange via the Open Concept Lab
IUScholarWorks (Indiana University) · 2026
- FitWisdom: User perceptions of an explainable, fairness-audited exercise recommender in a community setting
Research Square · 2026
- Evaluating the Reasoning Capabilities of Large Language Models for Medical Coding and Hospital Readmission Risk Stratification: Zero-Shot Prompting Approach
Journal of Medical Internet Research · 2025
- Evaluating Reasoning Capabilities of Large Language Models for Medical Coding and Hospital Readmission Risk Stratification with Zero Shot Prompting (Preprint)
2025
- Mapping Extracted Free-Text Primary Diagnoses to ICD-10 and SNOMED-CT Using SciSpacy - A Performance Evaluation
2025
- Harmonizing Logical Observation Identifiers Names and Codes (LOINC) Codes and Units in Real-World Oncology Data: Method Development and Evaluation (Preprint)
2025
- Evaluating Reasoning Capabilities of Large Language Models for Medical Coding and Hospital Readmission Risk Stratification with Zero Shot Prompting
SSRN Electronic Journal · 2025
- Pathways from Depression to Elevated Cardiovascular Risk in Older Adults Through Life’s Essential 8 Model
Innovation in Aging · 2025
- Improving “Desktop medicine” efficiency using Guided Inquiry Learning in an Electronic Health Records System
IUScholarWorks (Indiana University) · 2018
Publishes in
- IUScholarWorks (Indiana University)×2
- Journal of Medical Internet Research×1
- Journal of the American Medical Informatics Association×1
- JMIR Medical Informatics×1
- SSRN Electronic Journal×1
This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.
Last updated Jul 9, 2026.
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