Evidence map›Paper›PMID 41987590›Full record

ArticleTurkish journal of surgery2026

Role of artificial intelligence in head and neck surgery - A narrative review.

Sarkheel Sarshar, Noor-Ul-Huda Bhatti, Momina Amir, Nida Jaffar, Muhammad Hasnain, Syed Ghazi Ali Kirmani, Raza Hussain, Shayan Khalid Ghaloo

Abstract read
In one paragraph

Article in Turkish journal of surgery, 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.

Sarkheel SarsharDepartment of General Surgery, Shaukat Khanum Memorial Cancer Hospital & Research Centre, Lahore, Pakistan.ORCID 0009-0000-6820-7794
Noor-Ul-Huda BhattiDepartment of Urology, Guy's and St Thomas' NHS Foundation Trust, London, United Kingdom.ORCID 0009-0001-1450-1637
Momina AmirDepartment of Internal Medicine, NewCross Hospital Royal Wolverhampton Trust, West Midlands, United Kingdom.ORCID 0009-0005-4693-1278
Nida JaffarDepartment of Internal Medicine, Ipswich Hospital East Suffolk and North Essex NHS Trust, Suffolk, United Kingdom.ORCID 0009-0001-0457-3354
Muhammad HasnainDepartment of Otolaryngology, Mayo Hospital, Lahore, Pakistan.ORCID 0009-0009-5766-6720
Syed Ghazi Ali KirmaniDepartment of Urology, Guy's and St Thomas' NHS Foundation Trust, London, United Kingdom.ORCID 0009-0000-6142-5449
Raza HussainDepartment of Head & Neck Surgery, Shaukat Khanum Memorial Cancer Hospital & Research Centre, Lahore, Pakistan.ORCID 0000-0002-4590-8907
Shayan Khalid GhalooDepartment of Head & Neck Surgery, Queen Elizabeth Hospital, Birmingham, United Kingdom.ORCID 0000-0002-3237-0669

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The advent of artificial intelligence (AI) in the field of head and neck surgery has remarkably impacted in various domains, including investigation, diagnosis, pre-operative decision making, surgical planning, rehabilitation, and so on. Head and neck surgery is a field that is practiced worldwide by otolaryngologists, maxillofacial surgeons, plastic surgeons and general surgeons. It has a number of challenging aspects. This review highlights the current advancements and future prospects in the field and its different applications in cancer detection, peri-operative care, and surgical planning. Deep learning and machine learning (ML) are the pillars of AI, by which huge datasets can be analyzed with precision. This can help to enhance the accuracy and meanwhile minimizing the chances of errors in making clinical decisions. On the other hand, there have been numerous ethical concerns regarding AI. Patient privacy, data security, element of empathy in complex decision making are a few concerns at the top. Like any other advancement, the decision is always taken after weighing risks and benefits. Therefore, instead of abandoning AI as a whole, we must come up with certain regulatory authorities that can keep these issues in check. And this can only happen with worldwide collaborative approach. We conducted this narrative review to summarize recent advancements in head and neck cancer surgery by searching PubMed, Scopus, and Google Scholar from January 2000 to July 2025 using predefined terms related to AI, ML, and head and neck surgery.

Indexed as

Cancerendocrine surgeryexcisionparathyroidparathyroid surgeryrobotic surgerythyroid surgery

Identifiers

PMID41987590
PMCPMC13549099

What OpenQuestion holds

Textmetadata
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.