Evidence map›Paper›PMID 41975730›Full record

ArticleDiagnostics (Basel, Switzerland)2026

Identifying Prognostic Factors in Brain Metastasis Patients Using MRI Morphological Features: A Machine Learning and Survival Analysis Approach.

Daniela Pomohaci, Emilia-Adriana Marciuc, Bogdan-Ionuț Dobrovăț, Oriana-Maria Onicescu, Sabina-Ioana Chirica, Costin Chirica, Mihaela-Roxana Popescu, Danisia Haba

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Diagnostics (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Daniela PomohaciDoctoral School, Grigore T. Popa University of Medicine and Pharmacy Iasi, 16 Universității Str., 700115 Iasi, Romania.ORCID 0009-0003-2808-711X
Emilia-Adriana MarciucDepartment of Oral and Maxillofacial Surgery, Faculty of Dental Medicine, Grigore T. Popa University of Medicine and Pharmacy Iasi, 16 Universității Str., 700115 Iasi, Romania.
Bogdan-Ionuț DobrovățDepartment of Oral and Maxillofacial Surgery, Faculty of Dental Medicine, Grigore T. Popa University of Medicine and Pharmacy Iasi, 16 Universității Str., 700115 Iasi, Romania.ORCID 0000-0001-9571-2630
Oriana-Maria OnicescuFaculty of Computer Science, "Alexandru Ioan Cuza" University, 700506 Iasi, Romania.ORCID 0009-0002-4758-4309
Sabina-Ioana ChiricaDoctoral School, Grigore T. Popa University of Medicine and Pharmacy Iasi, 16 Universității Str., 700115 Iasi, Romania.
Costin ChiricaDoctoral School, Grigore T. Popa University of Medicine and Pharmacy Iasi, 16 Universității Str., 700115 Iasi, Romania.ORCID 0009-0004-4813-8057
Mihaela-Roxana PopescuDepartment of Oral and Maxillofacial Surgery, Faculty of Dental Medicine, Grigore T. Popa University of Medicine and Pharmacy Iasi, 16 Universității Str., 700115 Iasi, Romania.ORCID 0009-0008-1505-7567
Danisia HabaDepartment of Oral and Maxillofacial Surgery, Faculty of Dental Medicine, Grigore T. Popa University of Medicine and Pharmacy Iasi, 16 Universității Str., 700115 Iasi, Romania.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

artificial intelligencebrain metastasismachine learningMRI data analysisoverall survival

Identifiers

PMID41975730
PMCPMC13074044

What OpenQuestion holds

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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.