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Diagnosis

Articles

Dermatologist-level classification of skin cancer with deep neural networks

Fundus photograph-based deep learning algorithms in detecting diabetic retinopathy

Impact of Deep Learning Assistance on the Histopathologic Review of Lymph Nodes for Metastatic Breast Cancer

Week 1 : Learning Objective

Week 2 : Learning Objective

  • Calculate true positives, true negatives, false positives, false negatives.

  • Calculate sensitivity and specificity

  • Calculate Positive Predictive Value (PPV) and Negative Predictive Value (NPV).

  • Understand confidence intervals, ROC curve, and F1 score.

  • Assignment:

  • Lab :

Week 3 : Learning Objective