Papers Oral Cancer Classification
“Oral Cancer Classification” 태그가 달린 논문 3편 · 필터 해제
Diffusion models applied to skin and oral cancer classification
2025-03-28
· José J. M. Uliana, Renato A. Krohling
This study investigates the application of diffusion models in medical image classification (DiffMIC), focusing on skin and oral lesions. Utilizing the datasets PAD-UFES-20 for skin cancer and P-NDB-UFES for oral cancer,…
Binary ClassificationCancer ClassificationClassificationimage-classification+3Multi-Task Learning in Histo-pathology for Widely Generalizable Model
2020-05-09
· Jevgenij Gamper, Navid Alemi Kooohbanani, Nasir Rajpoot
In this work we show preliminary results of deep multi-task learning in the area of computational pathology. We combine 11 tasks ranging from patch-wise oral cancer classification, one of the most prevalent cancers in th…
Cancer ClassificationClassificationGeneral ClassificationInstance Segmentation+4A Deep Learning based Pipeline for Efficient Oral Cancer Screening on Whole Slide Images
2019-10-23
· Jiahao Lu, Nataša Sladoje, Christina Runow Stark, Eva Darai Ramqvist 외
Oral cancer incidence is rapidly increasing worldwide. The most important determinant factor in cancer survival is early diagnosis. To facilitate large scale screening, we propose a fully automated pipeline for oral canc…
Cancer ClassificationClassificationGeneral ClassificationOral Cancer Classification+2
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