Evidence map›Paper›PMID 41323360›Full record

ReviewMayo Clinic proceedings. Digital health2025

Unbiased Artificial Intelligence: Addressing Bias in Computational Pathology.

Diana Montezuma, Rouven Porz, David Ameisen, Vincenzo L'Imperio, Mircea-Sebastian Serbanescu, Jordi Temprana-Salvador, Norman Zerbe, Nadieh Khalili, Inti Zlobec, European Society of Digital and Integrative Pathology (ESDIP)

Abstract readReview
In one paragraph

Review in Mayo Clinic proceedings. Digital health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
  4. 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.

Diana MontezumaEuropean Society of Digital and Integrative Pathology (ESDIP), Lisboa, Portugal.
Rouven PorzMedical Ethics and Continuing Medical Education, Insel Gruppe, Inselspital, University Hospital of Bern, Bern, Switzerland.
David AmeisenEuropean Society of Digital and Integrative Pathology (ESDIP), Lisboa, Portugal.
Vincenzo L'ImperioEuropean Society of Digital and Integrative Pathology (ESDIP), Lisboa, Portugal.
Mircea-Sebastian SerbanescuEuropean Society of Digital and Integrative Pathology (ESDIP), Lisboa, Portugal.
Jordi Temprana-SalvadorEuropean Society of Digital and Integrative Pathology (ESDIP), Lisboa, Portugal.
Norman ZerbeEuropean Society of Digital and Integrative Pathology (ESDIP), Lisboa, Portugal.
Nadieh KhaliliEuropean Society of Digital and Integrative Pathology (ESDIP), Lisboa, Portugal.
Inti ZlobecEuropean Society of Digital and Integrative Pathology (ESDIP), Lisboa, Portugal.
European Society of Digital and Integrative Pathology (ESDIP)

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Identifiers

PMID41323360
PMCPMC12664029

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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.