Development of Automated Risk Stratification for Sporadic Odontogenic Keratocyst Whole Slide Images with an Attention-Based Image Sequence Analyzer.

Mohanty, Samahit; Shivanna, Divya B; Rao, Roopa S; Astekar, Madhusudan; Chandrashekar, Chetana; Radhakrishnan, Raghu; Sanjeevareddygari, Shylaja; Kotrashetti, Vijayalakshmi; Kumar, Prashant

Mohanty, Samahit; Shivanna, Divya B; Rao, Roopa S; Astekar, Madhusudan; Chandrashekar, Chetana; Radhakrishnan, Raghu; Sanjeevareddygari, Shylaja; Kotrashetti, Vijayalakshmi; Kumar, Prashant.

Afiliación

Mohanty S; Department of Computer Science and Engineering, M. S. Ramaiah University of Applied Sciences, Bengaluru 560054, India.
Shivanna DB; Department of Computer Science and Engineering, M. S. Ramaiah University of Applied Sciences, Bengaluru 560054, India.
Rao RS; Department of Oral Pathology and Microbiology, Faculty of Dental Sciences, M. S. Ramaiah University of Applied Sciences, Bengaluru 560054, India.
Astekar M; Department of Oral Pathology, Institute of Dental Sciences, Bareilly 243006, India.
Chandrashekar C; Department of Oral & Maxillofacial Pathology & Microbiology, Manipal College of Dental Sciences, Manipal 576104, India.
Radhakrishnan R; Department of Oral & Maxillofacial Pathology & Microbiology, Manipal College of Dental Sciences, Manipal 576104, India.
Sanjeevareddygari S; Department of Oral Pathology, SVS Institute of Dental Sciences, Mahbubnagar 509001, India.
Kotrashetti V; Department of Oral & Maxillofacial Pathology & Microbiology, Maratha Mandal's Nathajirao G Halgekar, Institute of Dental Science & Research Centre, Belgaum 590010, India.
Kumar P; Department of Oral & Maxillofacial Pathology, Nijalingappa Institute of Dental Science & Research, Gulbarga 585105, India.

Diagnostics (Basel) ; 13(23)2023 Nov 27.

Article en En | MEDLINE | ID: mdl-38066780

Palabras clave

deep learning; image classification; non-recurring OKC; recurring OKC; vision transformer; whole slide imaging

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Texto completo: 1 Bases de datos: MEDLINE Idioma: En Revista: Diagnostics (Basel) Año: 2023 Tipo del documento: Article País de afiliación: India