Evidence map›Paper›PMID 42279513›Full record

ArticleDiagnostics (Basel, Switzerland)2026

Digital Registrar: A Schema-First Framework for Multi-Cancer Privacy-Preserving Pathology Abstraction via Local LLMs.

Nan-Haw Chow, Han Chang, Hung-Kai Chen, Chen-Yuan Lin, Ying-Lung Liu, Po-Yen Tseng, Li-Ju Shiu, Yen-Wei Chu, Pau-Choo Chung, Kai-Po Chang

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Diagnostics (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Nan-Haw ChowCenter for Precision Medicine, China Medical University Hospital, Taichung 404327, Taiwan.ORCID 0000-0002-0277-1947
Han ChangSchool of Medicine, China Medical University, Taichung 404333, Taiwan.ORCID 0000-0003-1664-5770
Hung-Kai ChenSchool of Medicine, China Medical University, Taichung 404333, Taiwan.
Chen-Yuan LinSignal 1, Toronto, ON M5R 2E3, Canada.
Ying-Lung LiuDepartment of Computer Science and Information Engineering, National Taiwan University of Science and Technology, Taipei 106990, Taiwan.
Po-Yen TsengSchool of Medicine, China Medical University, Taichung 404333, Taiwan.
Li-Ju ShiuDepartment of Foreign Languages and Literature, National Chi Nan University, Nantou 545301, Taiwan.
Yen-Wei ChuGraduate Institute of Genomics and Bioinformatics, National Chung Hsing University, Taichung 402202, Taiwan.ORCID 0000-0002-5525-4011
Pau-Choo ChungDepartment of Electrical Engineering, National Cheng Kung University, Tainan 701401, Taiwan.ORCID 0000-0002-8660-570X
Kai-Po ChangSchool of Medicine, China Medical University, Taichung 404333, Taiwan.ORCID 0000-0003-1730-9728

Funding

China Medical University Hospital DMR-115-078National Science and Technology Council NSTC 113-2221-E-039-017National Science and Technology Council NSTC 114-2813-C-039-132-E
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

cancer registryCAP protocolclinical ontologyDSPyinteroperabilitylarge language modelprivacy-preserving AIstructured data extraction

Identifiers

PMID42279513
PMCPMC13257040

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.