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08/21/2021
Systematic Clinical Evaluation of A Deep Learning Method for Medical Image Segmentation: Radiosurgery Application
We systematically evaluate a Deep Learning (DL) method in a 3D medical i...
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07/20/2020
Universal Loss Reweighting to Balance Lesion Size Inequality in 3D Medical Image Segmentation
Target imbalance affects the performance of recent deep learning methods...
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06/02/2020
CT-based COVID-19 Triage: Deep Multitask Learning Improves Joint Identification and Severity Quantification
The current COVID-19 pandemic overloads healthcare systems, including ra...
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09/06/2019