Validation of pre-trained deep learning algorithms on NLST data.
- Testing for generalization of detecting nodules and other findings on the Chest X-ray.
- Testing for generalization of detection nodules and other findings on Chest CT.
- Test the ability to predict malignancy risk of a nodule on Chest X-ray and Chest CT.
- Evaluating nodule detection and malignancy risk prediction accuracy of pre-trained deep learning algorithms on Chest X-ray and Chest CT by measuring AUC, sensitivity and specificity, false positive rate, FROC-AUC, LROC-AUC
- Comparison of efficacy of deep learning algorithms for detecting nodules across Chest X-rays and Chest CTs.
Preetham Putha, Qure.ai