Evidence map›Paper›PMID 40361944›Full record

ArticleDiagnostics (Basel, Switzerland)2025

Evaluating AI-Based Mitosis Detection for Breast Carcinoma in Digital Pathology: A Clinical Study on Routine Practice Integration.

Clara Simmat, Loris Guichard, Stéphane Sockeel, Nicolas Pozin, Rémy Peyret, Magali Lacroix-Triki, Catherine Miquel, Arnaud Gauthier, Marie Sockeel, Sophie Prévot

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 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
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.

Clara SimmatPrimaa, 75002 Paris, France.
Loris GuichardHôpital Bicêtre (AP-HP), Paris-Saclay University, 94270 Kremin-Bicêtre, France.
Stéphane SockeelPrimaa, 75002 Paris, France.ORCID 0000-0002-6762-9028
Nicolas PozinPrimaa, 75002 Paris, France.
Rémy PeyretPrimaa, 75002 Paris, France.
Magali Lacroix-TrikiGustave-Roussy Cancer Campus-Grand Paris, 94800 Villejuif, France.ORCID 0000-0002-6641-8536
Catherine MiquelHôpital Saint-Louis (AP-HP), Paris Cité University, 75010 Paris, France.
Arnaud GauthierInstitut Curie, PSL University, 75005 Paris, France.ORCID 0000-0003-3096-6204
Marie SockeelPrimaa, 75002 Paris, France.
Sophie PrévotHôpital Bicêtre (AP-HP), Paris-Saclay University, 94270 Kremin-Bicêtre, France.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

artificial intelligenceclinical studydeep learning mitotic score reproducibilitydigital pathologyhotspotsinvasive breast carcinomamitosesWSI

Identifiers

PMID40361944
PMCPMC12071563

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.