Evidence map›Paper›PMID 40647583›Full record

ArticleDiagnostics (Basel, Switzerland)2025

Scalable Nuclei Detection in HER2-SISH Whole Slide Images via Fine-Tuned Stardist with Expert-Annotated Regions of Interest.

Zaka Ur Rehman, Mohammad Faizal Ahmad Fauzi, Wan Siti Halimatul Munirah Wan Ahmad, Fazly Salleh Abas, Phaik-Leng Cheah, Seow-Fan Chiew, Lai-Meng Looi

Abstract read
In one paragraph

Article in Diagnostics (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed, 1 pooled it
–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

2 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
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

7 authors.

Zaka Ur RehmanCentre for Image and Vision Computing, CoE for Artificial Intelligence, Multimedia University, Persiaran Multimedia, Cyberjaya 63100, Selangor, Malaysia.ORCID 0000-0003-1341-6366
Mohammad Faizal Ahmad FauziCentre for Image and Vision Computing, CoE for Artificial Intelligence, Multimedia University, Persiaran Multimedia, Cyberjaya 63100, Selangor, Malaysia.ORCID 0000-0001-5382-6269
Wan Siti Halimatul Munirah Wan AhmadCentre for Image and Vision Computing, CoE for Artificial Intelligence, Multimedia University, Persiaran Multimedia, Cyberjaya 63100, Selangor, Malaysia.ORCID 0000-0001-6364-6341
Fazly Salleh AbasCentre for Image and Vision Computing, CoE for Artificial Intelligence, Multimedia University, Persiaran Multimedia, Cyberjaya 63100, Selangor, Malaysia.ORCID 0000-0002-4308-131X
Phaik-Leng CheahDepartment of Pathology, University Malaya-Medical Center, Kuala Lumpur 59100, Malaysia.
Seow-Fan ChiewDepartment of Pathology, University Malaya-Medical Center, Kuala Lumpur 59100, Malaysia.
Lai-Meng LooiDepartment of Pathology, University Malaya-Medical Center, Kuala Lumpur 59100, Malaysia.

Funding

Multimedia University RDTC/231104
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

deep learningdigital pathologyhuman epidermal growth factor receptor 2 (HER2)silver-enhanced in situ hybridization (SISH)

Identifiers

PMID40647583
PMCPMC12249302

What OpenQuestion 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 OpenQuestion graph.