[SSCI 2025] Oral cancer recognition on photographic images via deep learning semantic segmentation
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Jun 19, 2025 - Python
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oral-cancer
Here are 21 public repositories matching this topic...
Code for "Image-based screening of oral cancer via deep ensemble architecture" (SSCI 2023)
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Jan 30, 2024 - Python
[Nature Portfolio] The official code for "A high-order focus interaction model and oral ulcer dataset for oral ulcer segmentation".
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Mar 15, 2025 - Python
[SSCI 2025] Improving oral cancer classification via segment-driven photographic deep learning imaging
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Jun 19, 2025 - Python
Towards explainable oral cancer recognition: Screening on imperfect images via Informed Deep Learning and Case-Based Reasoning
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Dec 14, 2024 - Python
This repository accompanies the article entitled "Automated Classification of Oral Cancer Lesions: Vision Transformer vs Radiomics."
radiomics vision-transformers transformer-based-object-detection oral-cancer transformer-based-segmentation
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Mar 29, 2024 - Jupyter Notebook
Model for early detection of Oral cancer via Histopathological Image datasets
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Jul 9, 2025 - Python
Deep learning workflow, that exploiting different models is able to classify and explain the classification
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Feb 29, 2024 - Python
A deep learning project for classifying oral cancer images. The name "UMLomo" is derived from the term for "oral" in some languages, reflecting the project's focus. This repository contains a deep learning model to aid in the early detection and diagnosis of oral cancer from images.
machine-learning computer-vision deep-learning python3 pytorch kaggle medical-imaging image-classification transfer-learning google-colab oral-cancer data-augementation
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Oct 17, 2025 - Python
Oral Cancer diagnosis
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Jun 18, 2024 - Jupyter Notebook
Code for classification of cancerous vs. benign oral lesions using machine learning
python machine-learning image-classification multispectral-images benign-vs-malignant autofluorescence oral-cancer
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Jun 4, 2024 - Python
Deep transfer learning models to identify oral tongue cancer from limited public datasets, utilizing Grad-CAM for model explainability
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Nov 9, 2025 - Jupyter Notebook
This repository can be used to reproduce and/or update the tables and figures of our publication titled "Patterns of Lymph Node Involvement for Oral Cavity Squamous Cell Carcinoma".
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Jun 28, 2024 - Python
Oral Cancer Detection using U-Net and YOLOv8 A deep learning pipeline combining U-Net for lesion segmentation and YOLOv8 for object detection on oral cavity images. Designed to assist early diagnosis of oral cancer from clinical photographs.
python front-end deep-learning coco diagnosis cnn-model prediction-model medical-image-processing anaylsis unet-image-segmentation yolov8 oral-cancer
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May 15, 2025 - Jupyter Notebook
RSANet: An advance in oral cancer prediction using residual network with soft-attention mechanism
medical-imaging residual-network oral-cancer histopathological-image-analysis soft-attention-mechanism
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Jan 4, 2026 - Jupyter Notebook
ORAL Cancer Detetecting AI
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Mar 10, 2026 - Python
Oral Cancer Classifier is an advanced image classification project focused on detecting oral cancer from histopathologic images. Leveraging the power of Convolutional Neural Networks (CNNs), this project transforms pixel-level data from oral tissue samples into actionable insights for early detection of cancer.
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Dec 5, 2024 - Jupyter Notebook
Let it shine: Autofluorescence of Papanicolaou-stain improves AI-based cytological oral cancer detection —— Computers in Biology and Medicine
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Jan 21, 2025 - Python
Repository for oral cancer recognition experiment
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Aug 5, 2025 - Python
Tool for Evaluating Deep Learning Models in Histopathological Image Analysis - A MATLAB-based User Interface [Tentative Version]
deep-learning cell-segmentation oral-cancer high-grade-dysplasia low-grade-dysplasia moderate-grade-dysplasia
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Sep 17, 2023 - MATLAB
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