Work

Evaluating NLP Approaches to Extract Drug Indications.

Year: 2026

Type: article

Abstract: = 0.106). Performance differed markedly by drug, with narrow indication profiles yielding near-perfect accuracy and broader or symptom-adjacent indications proving consistently challenging. These findings establish a benchmark for LLM-based indication extraction and highlight opportunities for hybrid pipelines that balance high recall with precision-oriented validation.

Source: PubMed

Author: Indra Neil Sarkar

Institution: Brown University

Language: English

Topic: Biomedical Text Mining and Ontologies

Subfield: Molecular Biology

Field: Biochemistry, Genetics and Molecular Biology

Domain: Life Sciences

SDG: Good health and well-being

Open Access status: green

OpenAlex ID: W7165423402

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