Skin Cancer Diagnose
Examples
Warning:
Do NOT use this for any medical diagnosis.I am not a dermatologist, and NO dermatologist has endorsed it. This DL model is for my independent research.
Please refer to the GPL 3.0 for usage and license.
Citation:
- Author/Dev: Duc Haba, 2022.
- https://linkedin.com/in/duchaba
- The training dataset are from the International Skin Imaging Collaboration (ISIC)
- The Skin Cancer Identification are from 3 seperate datasets.
- https://www.kaggle.com/datasets/surajghuwalewala/ham1000-segmentation-and-classification
- https://www.kaggle.com/datasets/andrewmvd/isic-2019
- https://www.kaggle.com/datasets/jnegrini/skin-lesions-act-keratosis-and-melanoma
- The Malignant versus Benign dataset
- https://www.kaggle.com/datasets/fanconic/skin-cancer-malignant-vs-benign
- "Skin Cancer Diagnose" on LinkedIn, on Medium.
- Bowen Disease (AKIEC)
- Basal Cell Carcinoma
- Benign Keratosis-like Lesions
- Dermatofibroma
- Melanoma
- Melanocytic Nevi
- Squamous Cell Carcinoma
- Vascular Lesions
- Benign
- Benign 2
- Skin Cancer Classificaiton: F1-Score, Precision, and Recall Graph
- Skin Cancer Malignant or Benign: F1-Score, Precision, and Recall Graph
- Jupyter Notebook, Python, Pandas, Matplotlib, Sklearn
- Fast.ai, PyTorch