Brilliant thread on ROC curve usage
ROC curve is used to measure how good is the discrimination between two distributions. This is a nice thread to refresh your memory, or to finally understand how ROCAUC works.
Link: https://threadreaderapp.com/thread/1104134423673479169.html
An introduction to prediction research: http://www.cecilejanssens.org/wp-content/uploads/2018/01/PredictionManual2.0.pdf
#ROC #AUC
ROC curve is used to measure how good is the discrimination between two distributions. This is a nice thread to refresh your memory, or to finally understand how ROCAUC works.
Link: https://threadreaderapp.com/thread/1104134423673479169.html
An introduction to prediction research: http://www.cecilejanssens.org/wp-content/uploads/2018/01/PredictionManual2.0.pdf
#ROC #AUC
Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening
A deep convolutional neural network for breast cancer screening exam classification, trained and evaluated on over 200,000 exams (over 1,000,000 images). #nn achieves an #AUC of 0.895 in predicting whether there is a cancer in the breast, when tested on the screening population.
Link: https://arxiv.org/abs/1903.08297
#cv #dl #cancer #objectdetection
A deep convolutional neural network for breast cancer screening exam classification, trained and evaluated on over 200,000 exams (over 1,000,000 images). #nn achieves an #AUC of 0.895 in predicting whether there is a cancer in the breast, when tested on the screening population.
Link: https://arxiv.org/abs/1903.08297
#cv #dl #cancer #objectdetection