Beyond Billing Codes: An Agentic Large Language Model Pipeline for Extracting Glaucoma Procedural Data from…

Extracting smoking history from clinical notes for lung cancer screening decision support: comparing a structured-judgment model with general-purpose large language models
A. Wright, S. Liu, A. P. Wright
medRxiv24 Sep 2026PreprintAll rights reservedFull textEpidemiology & public healthmedRxiv
Extracting Symptoms of Psychotic Disorders from Clinical Notes using Natural Language Processing.
S. K. Lock, J. Boisson, L. M. Evans +7
medRxiv16 Sep 2026PreprintCC BYFull textPsychiatry & mental healthmedRxiv
Extraction of clinical information from faxed medical records using a small local large language model pipeline on consumer hardware
Z. Tang
medRxiv3 Oct 2026PreprintCC BY-NCFull textEpidemiology & public healthmedRxiv
GLLaucoMed: A Secure Large Language Model-Powered Agentic Workflow for Automated Medication Extraction from Free-Text Glaucoma Clinical Notes.
Nicholas Solages, Rafael Scherer, Gustavo A Samico +4
Ophthalmology science17 Aug 2026Peer-reviewedCC BY-NC-NDFull textGeneral medicineEurope PMC
A Scalable Workflow for Extracting Species Interactions From Ecological Literature Using Large Language Models
François Keck, Henry Broadbent, Florian Altermatt
Ecology and Evolution27 Oct 2026Peer-reviewedCC BY 4.0Full text19 citedMolecular biology & gene regulation Epidemiology & public healthCrossrefEurope PMCPMCOpenAlex

Cite

BibTeX

@misc{kang2026beyond,
  title = {{Beyond Billing Codes: An Agentic Large Language Model Pipeline for Extracting Glaucoma Procedural Data from Free-Text Clinical Notes}},
  author = {Janet Kang and Nicholas Solages and Gustavo A. Samico and Naomi E. Gutkind and Rafael Scherer and Felipe A. Medeiros and Swarup S. Swaminathan},
  howpublished = {medRxiv},
  year = {2026},
  month = oct,
  doi = {10.64898/2026.10.29.26366154},
  url = {https://www.medrxiv.org/content/10.64898/2026.10.29.26366154v1},
}

RIS

TY  - UNPB
TI  - Beyond Billing Codes: An Agentic Large Language Model Pipeline for Extracting Glaucoma Procedural Data from Free-Text Clinical Notes
AU  - Janet Kang
AU  - Nicholas Solages
AU  - Gustavo A. Samico
AU  - Naomi E. Gutkind
AU  - Rafael Scherer
AU  - Felipe A. Medeiros
AU  - Swarup S. Swaminathan
PY  - 2026
DA  - 2026/10/29
PB  - medRxiv
DO  - 10.64898/2026.10.29.26366154
UR  - https://www.medrxiv.org/content/10.64898/2026.10.29.26366154v1
ER  -

Related

Cite