Analysis of Histopathological Images for Early Diagnosis of Oral Squamous Cell Carcinoma by Hybrid Systems Based on CNN Fusion Features

• Published in: International journal of intelligent systems Vol. 2023; no. 1
• Main Authors: Ahmed, Ibrahim Abdulrab, Senan, Ebrahim Mohammed, Shatnawi, Hamzeh Salameh Ahmad
• Format: Journal Article
• Language: English
• Published: New York Hindawi 2023; John Wiley & Sons, Inc
• Subjects: Abnormalities; Algorithms; Artificial intelligence; Biopsy; Cancer; Cancer therapies; Clinical outcomes; Deep learning; Diagnosis; Error reduction; Hash based algorithms; Health services; Human error; Hybrid systems; Image segmentation; Industrialized nations; Intelligent systems; Machine learning; Medical imaging; Medical personnel; Optimization techniques; Oral cancer; Patients; Physicians; Tumors

Oral squamous cell carcinoma (OSCC) is one of the deadliest and most common types of cancer. The incidence of OSCC is increasing annually, which requires early diagnosis to receive appropriate treatment. The biopsy technique is one of the most important techniques for analyzing samples, but it takes...