Table 4 An overview of the challenges and datasets related to head and neck diseases.

From: Revolutionizing healthcare: a comparative insight into deep learning’s role in medical imaging

Dataset

Year

Techniques

Emphasis

MICCAI 2020: HECKTOR110

2020

CT, PT

Tumors originating in the head and neck area

TN-SCUI 2020111

2020

Ultrasound

Diagnosis of nodules in the thyroid gland

Head Neck Radiomics HN1112

2019

CT

Malignant growths in the head and neck

Head Neck PET-CT113

2017

CT, PT

Tumor

Ultrasound Nerve Segmentation114

2016

Ultrasound

Nerve

Dental X-Ray Analysis115

2015

Computed Radiography

Caries

CLS 2009116

2009

CT Angiography

Carotid bifurcation