Evidence map›Paper›PMID 31475111›Full record

ReviewFrontiers in oncology2019

Artificial Intelligence in the Management of Glioma: Era of Personalized Medicine.

Houman Sotoudeh, Omid Shafaat, Joshua D Bernstock, Michael David Brooks, Galal A Elsayed, Jason A Chen, Paul Szerip, Gustavo Chagoya, Florian Gessler, Ehsan Sotoudeh and 2 more

Abstract readReview
In one paragraph

Review in Frontiers in oncology, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 52 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
52citing papers in PubMed, 1 pooled it
–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

52 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Review
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  4. Artificial Intelligence-Driven Multi-Omics Approaches in Glioblastoma.International journal of molecular sciences · 2025
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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

12 authors.

Houman SotoudehDepartment of Neuroradiology, University of Alabama, Birmingham, AL, United States.
Omid ShafaatRussell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, United States.
Joshua D BernstockDepartment of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, United States.
Michael David BrooksDepartment of Neuroradiology, University of Alabama, Birmingham, AL, United States.
Galal A ElsayedDepartment of Neurosurgery, University of Alabama, Birmingham, AL, United States.
Jason A ChenMedical Scientist Training Program, University of California, Los Angeles, Los Angeles, CA, United States.
Paul SzeripSenior Research Scientist, Uber AI Labs, San Francisco, CA, United States.
Gustavo ChagoyaDepartment of Neurosurgery, University of Alabama, Birmingham, AL, United States.
Florian GesslerDepartment of Neurosurgery, Goethe University, Frankfurt, Germany.
Ehsan SotoudehDepartment of Surgery, Iranian Hospital, Dubai, United Arab Emirates.
Amir ShafaatDepartment of Mechanical Engineering, Arak University of Technology, Arak, Iran.
Gregory K FriedmanDivision of Pediatric Hematology and Oncology, Department of Pediatrics, University of Alabama, Birmingham, AL, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

artificial intelligenceconvolution neural networkdeep neural networkgliomaneural networksupport vector machines

Identifiers

PMID31475111
PMCPMC6702305

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.