Evidence map›Paper›PMID 41008865›Full record

ReviewCancers2025

Artificial Intelligence in Head and Neck Cancer: Towards Precision Medicine.

Jacob Hagen, Logan Hornung, William Barham, Supratik Mukhopadhyay, Adam Bess, Kevin Contrera, Devraj Basu, Vlad Sandulache, Guillaume Spielmann, Sagar Kansara

Abstract readReview
PubMed Full text at PMC Publisher
In one paragraph

Review in Cancers, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Review
  2. Review
  3. Review
  4. Review
  5. Review
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.

Jacob HagenDepartment of Otolaryngology-Head and Neck Surgery, Louisiana State University Health Sciences Center, New Orleans, LA 70112, USA.
Logan HornungDepartment of Otolaryngology-Head and Neck Surgery, Louisiana State University Health Sciences Center, New Orleans, LA 70112, USA.
William BarhamDepartment of Otolaryngology-Head and Neck Surgery, Louisiana State University Health Sciences Center, New Orleans, LA 70112, USA.
Supratik MukhopadhyayDepartment of Environmental Sciences, Center for Computation & Technology, Louisiana State University, Baton Rouge, LA 70803, USA.
Adam BessDepartment of Environmental Sciences, Center for Computation & Technology, Louisiana State University, Baton Rouge, LA 70803, USA.
Kevin ContreraDepartment of Otolaryngology-Head and Neck Surgery, University of Pittsburgh, Pittsburgh, PA 15260, USA.
Devraj BasuDepartment of Otolaryngology-Head and Neck Surgery, University of Pennsylvania, Philadelphia, PA 19104, USA.
Vlad SandulacheDepartment of Otolaryngology-Head and Neck Surgery, Baylor College of Medicine, Houston, TX 77030, USA.ORCID 0000-0002-9205-385X
Guillaume SpielmannSchool of Kinesiology, Louisiana State University, Baton Rouge, LA 70803, USA.
Sagar KansaraDepartment of Otolaryngology-Head and Neck Surgery, Louisiana State University Health Sciences Center, New Orleans, LA 70112, USA.ORCID 0000-0003-3431-5986

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Head and neck cancer (HNC) encompasses malignant neoplasms originating from the soft tissues of the nasal cavity, paranasal sinuses, oral cavity, pharynx, larynx, skin, and thyroid [...].

Indexed as

artificial intelligenceartificial neural networkdeep learninghead and neck cancermachine learningsquamous cell carcinoma

Identifiers

PMID41008865
PMCPMC12469001

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.