Evidence map›Paper›PMID 42624940›Full record

Reviewnpj biomedical innovations2026

Multimodal imaging and AI in brain tumor surgery: current tools and emerging integration.

Diogo Pinheiro Cordeiro, Thomas A Nelson, Christopher S Graffeo, James Battiste, David R Miller

Abstract readReview
PubMed Full text at PMC Publisher
In one paragraph

Review in npj biomedical innovations, 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

5 authors.

Diogo Pinheiro CordeiroStephenson School of Biomedical Engineering, The University of Oklahoma, Norman, OK, USA.
Thomas A NelsonDivision of Neuro-oncology, Department of Neurosurgery, University of California, San Francisco, CA, USA.
Christopher S GraffeoDepartment of Neurosurgery, University of Oklahoma College of Medicine, Oklahoma City, OK, USA.
James BattisteDepartment of Neurosurgery, University of Oklahoma College of Medicine, Oklahoma City, OK, USA.
David R MillerStephenson School of Biomedical Engineering, The University of Oklahoma, Norman, OK, USA. dmiller@ou.edu.

Funding

American Cancer Society #IRG-23-1143225-04
6 · The paper itself

Abstract

Brain tumors remain among the most challenging malignancies, necessitating advances in diagnostic accuracy and treatment precision. Integrated multimodal surgical platforms combining structural, functional, and molecular data are transforming neuro-oncology by improving surgical planning, intraoperative guidance, and patient monitoring. This perspective reviews current and emerging imaging modalities including optical techniques and AI-integrated platforms, while discussing their integration within unified clinical workflows that may advance personalized brain tumor care and surgical outcomes.

Identifiers

PMID42624940
PMCPMC13493906

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.