Oncological Entity Recognition using Privacy-Preserving Large Language Models from Electronic Health Records

Peppoloni, Vittoria; Corso, Federica; Mazzeo, Laura; Passos, Luana; Leone, Giuseppe; Ferrarin, Alberto; Miskovic, Vanja; Wolf, Fabian; Wiest, Isabella Catharina; Kather, Jakob; Arsela Prelaj

doi:10.13140/rg.2.2.32404.77441

JOURNAL ARTICLE

Oncological Entity Recognition using Privacy-Preserving Large Language Models from Electronic Health Records

Peppoloni, Vittoria Corso, Federica Mazzeo, Laura Passos, Luana Leone, Giuseppe Ferrarin, Alberto Miskovic, Vanja Wolf, Fabian Wiest, Isabella Catharina Kather, Jakob Arsela Prelaj

Year: 2025

DOI: 10.13140/rg.2.2.32404.77441

Get Full-Text PDF Get Analytical Report

Keywords:

Health records Electronic health record Language model Patient privacy Identification (biology) Medical record Protected health information Natural language

Metrics

Cited By

0.00

FWCI (Field Weighted Citation Impact)

Refs

0.83

Citation Normalized Percentile

Is in top 1%

Is in top 10%

Topics

Machine Learning in Healthcare

Physical Sciences → Computer Science → Artificial Intelligence

Topic Modeling

Physical Sciences → Computer Science → Artificial Intelligence

Advanced Graph Neural Networks

Physical Sciences → Computer Science → Artificial Intelligence

Oncological Entity Recognition using Privacy-Preserving Large Language Models from Electronic Health Records

Metrics

Topics

Related Documents

Prediction of coercive measures from electronic health records using privacy-preserving large language models

Privacy-Preserving Electronic Health Records

Privacy Preserving Electronic Health Records Sharing using Blockchain

Preserving the Privacy of Electronic Health Records using Blockchain

Automated Annotation of Electronic Health Records Using Large Language Models