Diseases and Abnormalities at or Before Birth

All Conditions

Neoplasms

Symptoms and General Pathology

Skin and Connective Tissue Diseases

Rare Diseases

Congenital Abnormalities

Teratoma

Cysts

Hemangioma

Hemangioma, Capillary

Port-Wine Stain

Epidermal Cyst

Dermoid Cyst

Thyroglossal Cyst

Pathological Conditions, Anatomical

Neoplasms, Germ Cell and Embryonal

Neoplasms by Histologic Type

Neoplasms, Vascular Tissue

Skin Abnormalities

Skin Diseases

Familial Thyroglossal Duct Cyst

The internal cohort was retrospectively enrolled in West China Hospital, Sichuan University from June 2010 and December 2020. It is a training and internal validation cohort.

The same inclusion/exclusion criteria were applied for the same center prospectively. It is an external validation cohort.

Different machine learning and deep learning computer aided strategies for model construction and validation.

Artificial Intelligence Algorithm

Yuhan Yang, MD

The aim of this study was to evaluate the diagnostic efficacy of computer aided diagnostic tool for neck masses using machine learning and deep learning techniques on clinical information and radiological images in children.

This study is a retrospective-prospective design by West China Hospital, Sichuan University, including clinical data and radiological images. A retrospective database was enrolled for patients with definite histological diagnosis and available radiological images from June 2010 and December 2020. The investigators have constructed deep learning and machine learning diagnostic models on this retrospective cohort and validated it internally. A prospective cohort would recruit patients found neck masses since January 2021. The proposed computer aided diagnostic models would also be validated in this prospective cohort externally. The aim of this study was to evaluate the diagnostic efficacy of computer aided diagnostic tool for neck masses using machine learning and deep learning techniques on clinical data and radiological images in children.

Computer Aided Tool for Diagnosis of Neck Masses in Children

The diagnostic accuracy of neck masses with AI-based screening tools in children.

The diagnostic sensitivity of neck masses with AI-based screening tools in children.

The diagnostic specificity of neck masses with AI-based screening tools in children.

The diagnostic positive predictive value of neck masses with AI-based screening tools in children.

The diagnostic negative predictive value of neck masses with AI-based screening tools in children

Study title	NCT ID	Conditions	Interventions	Eligibility	Organization	Link
Computer Aided Tool for Diagnosis of Neck Masses in Children	NCT05187923	Neck Mass Thyroglossal Du... Branchial Cleft... Dermoid and Epi... Infantile Heman... Teratomas	Artificial Inte...	0 Years - 18 Years	West China Hospital
Computer Aided Tool for Diagnosis of Neck Masses in Children	NCT05187923	Neck Mass Thyroglossal Du... Branchial Cleft... Dermoid and Epi... Infantile Heman... Teratomas	Artificial Inte...	0 Years - 18 Years	West China Hospital

Spots Global Cancer Trial Database for teratomas

Every month we try and update this database with for teratomas cancer trials from around the world to help patients and their families find trials that might be right for them.
We offer this 100% free of charge and do not endorse any of the trials listed here, we hope it helps you or a loved one.

Spots Global Cancer Trial Database for teratomas

Every month we try and update this database with for teratomas cancer trials from around the world to help patients and their families find trials that might be right for them. We offer this 100% free of charge and do not endorse any of the trials listed here, we hope it helps you or a loved one.

Every month we try and update this database with for teratomas cancer trials from around the world to help patients and their families find trials that might be right for them.
We offer this 100% free of charge and do not endorse any of the trials listed here, we hope it helps you or a loved one.