2 papers
physics.med-ph2021
Generalizability of deep learning based fluence map prediction as an inverse planning approach
Lin Ma, Mingli Chen, Xuejun Gu +1
Deep learning-based fluence map prediction(DL-FMP) method has been reported in the literature, which generated fluence maps for desired dose by deep neural network(DNN)-based inver…
eess.IV2020
Robustness study of noisy annotation in deep learning based medical image segmentation
Shaode Yu, Erlei Zhang, Junjie Wu +6
Partly due to the use of exhaustive-annotated data, deep networks have achieved impressive performance on medical image segmentation. Medical imaging data paired with noisy annotat…