Vector textures derived from higher order derivative domains for classification of colorectal polyps

Abstract Textures have become widely adopted as an essential tool for lesion detection and classification through analysis of the lesion heterogeneities. In this study, higher order derivative images are being employed to combat the challenge of the poor contrast across similar tissue types among ce...

Descripción completa

Detalles Bibliográficos

Autores principales:	Weiguo Cao, Marc J. Pomeroy, Zhengrong Liang, Almas F. Abbasi, Perry J. Pickhardt, Hongbing Lu
Formato:	Artigo
Lenguaje:	Inglês
Publicado:	SpringerOpen 2022-06-01
Colección:	Visual Computing for Industry, Biomedicine, and Art
Materias:	Machine learning Gradient Hessian matrix Haralick feature Random forest Image texture
Acceso en línea:	https://doi.org/10.1186/s42492-022-00108-1
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!