Evidence map›Paper›PMID 40563684›Full record

ArticleCancers2025

ISUP Grade Prediction of Prostate Nodules on T2WI Acquisitions Using Clinical Features, Textural Parameters and Machine Learning-Based Algorithms.

Teodora Telecan, Alexandra Chiorean, Roxana Sipos-Lascu, Cosmin Caraiani, Bianca Boca, Raluca Maria Hendea, Teodor Buliga, Iulia Andras, Nicolae Crisan, Monica Lupsor-Platon

Abstract read
In one paragraph

Article in Cancers, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing 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

11 citing papers in PubMed.

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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.

Teodora TelecanDepartment of Anatomy and Embryology, "Iuliu Hatieganu" University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania.ORCID 0000-0001-5920-7346
Alexandra ChioreanDepartment of Computer Science, Faculty of Mathematics and Computer Science, "Babes-Bolyai" University, 400157 Cluj-Napoca, Romania.
Roxana Sipos-LascuDepartment of Computer Science, Faculty of Mathematics and Computer Science, "Babes-Bolyai" University, 400157 Cluj-Napoca, Romania.
Cosmin CaraianiDepartment of Medical Imaging, "Iuliu Hatieganu" University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania.
Bianca BocaDepartment of Medical Imaging, "Iuliu Hatieganu" University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania.ORCID 0000-0003-2167-9350
Raluca Maria HendeaDepartment of Pathology, "Iuliu Hatieganu" University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania.
Teodor BuligaDepartment of Cardiology, Heart Institute Niculae Stăncioiu, 400001 Cluj-Napoca, Romania.
Iulia AndrasDepartment of Urology, "Iuliu Hatieganu" University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania.
Nicolae CrisanDepartment of Urology, "Iuliu Hatieganu" University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania.
Monica Lupsor-PlatonDepartment of Medical Imaging, "Iuliu Hatieganu" University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania.ORCID 0000-0001-7918-1956

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

artificial intelligenceclinically significant prostate cancermachine learningmulti-parametric magnetic resonance imagingtextural analysis

Identifiers

PMID40563684
PMCPMC12190648

What OpenQuestion holds

Textmetadata
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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.