Dré Peeters
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View article: Performance of a screening-trained DL model for pulmonary nodule malignancy estimation of incidental clinical nodules
Performance of a screening-trained DL model for pulmonary nodule malignancy estimation of incidental clinical nodules Open
View article: Towards safe and reliable deep learning for lung nodule malignancy estimation using out-of-distribution detection
Towards safe and reliable deep learning for lung nodule malignancy estimation using out-of-distribution detection Open
View article: Enhancing a deep learning model for pulmonary nodule malignancy risk estimation in chest CT with uncertainty estimation
Enhancing a deep learning model for pulmonary nodule malignancy risk estimation in chest CT with uncertainty estimation Open
Objective To investigate the effect of uncertainty estimation on the performance of a Deep Learning (DL) algorithm for estimating malignancy risk of pulmonary nodules. Methods and materials In this retrospective study, we integrated an unc…