SIIM-ISIC Melanoma Classification Challenge

In this video, I’ll discuss my solution to the SIIM-ISIC Melanoma Classification Challenge hosted in Kaggle. In the first half of the video, I show what little I discovered about melanoma. I consulted with Dr. Earl Tiu and he gave the references below. In the second half, I discuss my methodology and results.

Disclaimer: Please do not treat any of these as medical advice. If you experience any melanoma associated symptoms, please call your doctor.

References:

• Andrews Diseases of the skin 12th ed 
• Fitzpatrick’s Dermatology 7th ed 

More than half of my solution is pulled from other works in Kaggle. Check out:

• https://www.kaggle.com/saife245/melanoma-detail-analysis-eda-ip-augmentation-model
• https://www.kaggle.com/zzy990106/pytorch-5-fold-efficientnet-baseline
• https://www.kaggle.com/nroman/melanoma-pytorch-starter-efficientnet