Expert-Guided Large Language Models for Clinical Decision Support in Precision Oncology

Expert feedback and domain-specific data augment LLM performance. Future research should investigate responsible LLM integration into real-world clinical workflows.

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Institutions

Publication Details

Journal
JCO Precision Oncology
Published
2024-10-01
DOI
https://doi.org/10.1200/po-24-00478
Citations
36
Primary Topic
Cancer Genomics and Diagnostics
Type
article
Field-Weighted Citation Impact
10.27
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article

Expert-Guided Large Language Models for Clinical Decision Support in Precision Oncology

Kristina Schwamborn, Maximilian Tschochohei, Kai Joachim Borm, Jacqueline Lammert et al.
36 citations
JCO Precision Oncology
Cancer Genomics and Diagnostics
10.27
article

Expert-Guided Large Language Models for Clinical Decision Support in Precision Oncology

Kristina Schwamborn, Maximilian Tschochohei, Kai Joachim Borm, Jacqueline Lammert, Johannes Jung, Sebastian Lange, Ulrich A. Schatz, Dyke Ferber, Nicole Pfarr, Sonja Mathes, Carolin Mogler, Jakob Nikolas Kather, Marion B. Kiechle, Anna Durner, Tobias F. Dreyer, Christof Winter, Alisa Martina Lörsch, Leonid Kuligin, Anna Lena Illert
article en
36 citations

Abstract

Expert feedback and domain-specific data augment LLM performance. Future research should investigate responsible LLM integration into real-world clinical workflows.

JCO Precision OncologyVol. 8(8)
German Cancer Research Center (DE), Johannes Gutenberg University Mainz (DE), Heidelberg University (DE), University Hospital Heidelberg (DE), TUM Klinikum (DE), University Medical Center of the Johannes Gutenberg University Mainz (DE), Fresenius (Germany) (DE), National Center for Tumor Diseases (DE), Deutsches Konsortium für Translationale Krebsforschung (DE), Technical University of Munich (DE)
Good health and well-being
Openalex Percentile: Top 1%
Cancer Genomics and Diagnostics
10.27
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Expert-Guided Large Language Models for Clinical Decision Support in Precision Oncology — Kristina Schwamborn, Maximilian Tschochohei, et al. · JCO Precision Oncology (2024) | TGRS Research Map | TGRS