RECOD Titans participation at the ISBI 2017 challenge - Part 3

Pre-processing technique called DullRazor for the detection and removal of hairs on dermoscopic images.

Implementation for MICCAI DART paper: 'Detecting Melanoma Fairly: Skin Tone Detection and Debiasing for Skin Lesion Classification'

Tools to help identify new and changing moles on the skin with the goal of early detection of melanoma skin cancer.

Melanoma Detection via Deep Convolutional Neural Network (CNN)

Implementation for ICML 2022 paper: 'Skin Deep Unlearning: Artefact and Instrument Debiasing in the Context of Melanoma Classification'

Codes for paper: Region of Interest Detection in Melanocytic Skin Tumor Whole Slide Images (NeurIPS 2022, Cancers 2024)

This repository focuses on two machine learning projects in the healthcare domain.

Multiclass Skin lesion localization and Detection with YOLOv7-XAI Framework with explainable AI

Detecting Melanoma (skin cancer) using CNNs

Official PyTorch implementation of ReSeT

Aplicación de clasificación de imágenes de lesiones pigmentadas (nevus y melanomas).

Image pre-processing technique to attenuate shadows in samples with non-uniform lighting.

Melanoma Detection Tool : REST APIs

Detection of dermoscopic structures for melanoma diagonsis

Detecting melanomas in images of skin lesions using supervised contrastive learning, and image denoising as a pretext task.

Melanoma detector backend size. Using python image recognition.

[MICCAI 2023] Official implementation of "Evidence-Driven Differential Diagnosis of Malignant Melanoma" presented at ISIC. A multi-level transformer framework that integrates contextual information and evidence at the lesion, patient, and population levels, enabling decision-making at each level.