Evidence map›Paper›PMID 39518063›Full record

ReviewCancers2024

Artificial Intelligence in Head and Neck Cancer Diagnosis: A Comprehensive Review with Emphasis on Radiomics, Histopathological, and Molecular Applications.

Giuseppe Broggi, Antonino Maniaci, Mario Lentini, Andrea Palicelli, Magda Zanelli, Maurizio Zizzo, Nektarios Koufopoulos, Serena Salzano, Manuel Mazzucchelli, Rosario Caltabiano

Abstract readReview
In one paragraph

Review in Cancers, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
21citing 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

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

  1. Pooled it
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  13. Diagnostic Performance of ChatGPT-4.0 in Histopathological Analysis of Gliomas: A Single Institution Experience.Neuropathology : official journal of the Japanese Society of Neuropathology · 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

10 authors.

Giuseppe BroggiDepartment of Medical and Surgical Sciences and Advanced Technologies "G.F. Ingrassia", Anatomic Pathology, University of Catania, 95123 Catania, Italy.ORCID 0000-0003-2576-6523
Antonino ManiaciDepartment of Medicine and Surgery, University of Enna Kore, 94100 Enna, Italy.ORCID 0000-0002-1251-0185
Mario LentiniDepartment of Medicine and Surgery, University of Enna Kore, 94100 Enna, Italy.ORCID 0009-0004-8127-5045
Andrea PalicelliPathology Unit, Azienda USL-IRCCS di Reggio Emilia, 42123 Reggio Emilia, Italy.ORCID 0000-0003-2299-5160
Magda ZanelliPathology Unit, Azienda USL-IRCCS di Reggio Emilia, 42123 Reggio Emilia, Italy.ORCID 0000-0002-8733-9933
Maurizio ZizzoSurgical Oncology Unit, Azienda USL-IRCCS di Reggio Emilia, 42123 Reggio Emilia, Italy.ORCID 0000-0001-9841-7856
Nektarios KoufopoulosSecond Department of Pathology, Medical School, National and Kapodistrian University of Athens, Attikon University Hospital, 15772 Athens, Greece.ORCID 0000-0001-9502-7916
Serena SalzanoDepartment of Medical and Surgical Sciences and Advanced Technologies "G.F. Ingrassia", Anatomic Pathology, University of Catania, 95123 Catania, Italy.
Manuel MazzucchelliDepartment of Medical and Surgical Sciences and Advanced Technologies "G.F. Ingrassia", Anatomic Pathology, University of Catania, 95123 Catania, Italy.ORCID 0009-0004-8288-8521
Rosario CaltabianoDepartment of Medical and Surgical Sciences and Advanced Technologies "G.F. Ingrassia", Anatomic Pathology, University of Catania, 95123 Catania, Italy.ORCID 0000-0001-8591-8010

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The present review discusses the transformative role of AI in the diagnosis and management of head and neck cancers (HNCs).

Indexed as

artificial intelligencedeep learningdiagnosishead and neck cancermachine learning

Identifiers

PMID39518063
PMCPMC11545333

What Socratic 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 Socratic graph.