Developing a CNN-based model to diagnose skin cancer using the ISIC-2019 dataset.
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Jul 6, 2024 - Python
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isic
Here are 26 public repositories matching this topic...
Parses the "Classification of Economic Activities" (wz2008) issued by the Statistisches Bundesamt to build multiple hierarchically structured trees.
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Jul 24, 2021 - PHP
This project aims to predict the presence of skin cancer using a hybrid deep learning model that integrates both tabular data and image data. The dataset used is the ISIC dataset, which contains skin lesion images along with associated metadata. The model achieves an accuracy of 88% on the test set.
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Mar 6, 2025 - Jupyter Notebook
ISIC Archive API v2 download images by ISIC ID
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Mar 8, 2025 - Python
The aim of this study is to develop a deep learning model using CNNs for accurate skin cancer diagnosis from the ISIC-2019 dataset and to optimize hyperparameters using differential evolution algorithms.
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Jul 6, 2024 - Python
Assignments and Projects of CO410 AI and Expert Systems Course at NITK Surathkal
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Jun 23, 2019 - Jupyter Notebook
This project combines traditional machine learning approaches with advanced deep learning techniques to assist healthcare professionals in early diagnosis and improve patient outcomes.
machine-learning time ai deep-learning numpy sklearn pandas python3 pytorch seaborn kaggle matplotlib isic tqdm skin-detection skin-cancer torchvision ham10000
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Jun 20, 2025 - Jupyter Notebook
U-Net-based Models for Skin Lesion Segmentation: More Attention and Augmentation
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Apr 16, 2025 - Jupyter Notebook
Source code for the paper: "Dermoscopic Dark Corner Artifacts Removal: Friend or Foe?"
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Mar 7, 2025 - Jupyter Notebook
A Python SDK Library for working with the International Standard Industrial Classification of All Economic Activities (ISIC), Revision 4.
python data-science sdk poetry python3 statistical-analysis business-intelligence data-analytics tree-structure standardization economic-data isic industry-classification statistical-classification economic-activities isic4 economic-classification industrial-classification un-standards business-classification
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Feb 21, 2025 - Python
ISIC2016challenge
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Jun 12, 2019 - Python
The official command line tool for interacting with the ISIC Archive.
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Jun 19, 2025 - Python
This project provides a solution for skin cancer classification using Convolutional Neural Networks (CNN) and Transfer Learning techniques with TensorFlow and Keras. It includes instructions for installation, dataset acquisition, and usage through Jupyter notebooks .
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Mar 22, 2024 - Jupyter Notebook
Source code and experiments for the paper: "Dark Corner on Skin Lesion Image Dataset: Does it matter?"
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Mar 7, 2025 - Jupyter Notebook
A template for submitting algorithms to the ISIC Challenge
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Aug 7, 2019 - Python
ISIC Challenge submission platform.
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Apr 22, 2025 - HTML
Instructions for the removal of duplicate image files from within individual ISIC datasets and across all ISIC datasets.
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Nov 18, 2021 - Python
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