Comparing and Combining Artificial Intelligence and Spectral/Statistical Approaches for Elevating Prostate Cancer Assessment in a Biparametric MRI: A Pilot Study.

Rulon Mayer, Yuan Yuan, Jayaram Udupa, Baris Turkbey, Peter Choyke, Dong Han, Haibo Lin, Charles B Simone

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.

Toward Autonomous Prostate Cancer Clinical Significance Determination from Spectral/Statistics Features in Bi-Parametric MRI.Cancers · 2026
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

8 authors.

Rulon MayerOncoscore, Garrett Park, MD 20896, USA.

Yuan YuanSchool of Computer Science, Faculty of Engineering, The University of Sydney, Sydney, NSW 2050, Australia.

Jayaram UdupaPerelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.

Baris TurkbeyNational Institutes of Health, Bethesda, MD 20892, USA.

Peter ChoykeNational Institutes of Health, Bethesda, MD 20892, USA.ORCID 0000-0003-1086-8826

Dong HanNew York Proton Center, New York, NY 10035, USA.

Haibo LinNew York Proton Center, New York, NY 10035, USA.

Charles B SimoneNew York Proton Center, New York, NY 10035, USA.ORCID 0000-0002-0867-3694

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

artificial intelligencebiparametric MRIdeep learningprostate cancerspectral/statistical approaches

Identifiers

PMID40075871

DOI10.3390/diagnostics15050625

PMCPMC11898955

What OpenQuestion holds

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LicenceCC BY

Read underepoch 390

Registered trials

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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.