Evidence map›Paper›PMID 42739512›Full record

ArticleJournal of clinical medicine2026

Saliency-Curated Deep Learning for Predicting Receptor Status in Breast Cancer Brain Metastases.

Rafail C Christodoulou, Giorgos Christofi, Constantinos Theofylaktou, Rafael Pitsillos, Iliana Aristokleous, Elena E Solomou, Evros Vassiliou, Michalis F Georgiou

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Journal of clinical medicine, 2026. 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

8 authors.

Rafail C ChristodoulouDepartment of Radiology, Stanford University School of Medicine, Stanford, CA 94305, USA.ORCID 0009-0001-6857-3927
Giorgos ChristofiFaculty of Electrical Engineering, Mathematics and Computer Science, Delft University of Technology, 2628 CD Delft, The Netherlands.ORCID 0009-0004-5100-5802
Constantinos TheofylaktouDepartment of Electrical Engineering, National Technical University of Athens, 15772 Zografou, Greece.
Rafael PitsillosBioinformatics Department, Cyprus Institute of Neurology and Genetics, Nicosia 2371, Cyprus.
Iliana AristokleousDepartment of Surgery and Urology, Uppsala University Hospital, 75237 Uppsala, Sweden.ORCID 0000-0002-7779-8589
Elena E SolomouDepartment of Internal Medicine-Hematology, University of Patras Medical School, 26500 Rion, Greece.
Evros VassiliouDepartment of Biological Sciences, Kean University, Union, NJ 07083, USA.
Michalis F GeorgiouDepartment of Radiology, Division of Nuclear Medicine, University of Miami, Miami, FL 33136, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

breast cancer brain metastasesconvolutional neural networksdeep learningestrogen receptorexplainable AIHER2MRIprogesterone receptor

Identifiers

PMID42739512
PMCPMC13566852

What OpenQuestion holds

Textmetadata
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.