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04/04/2023
Unsupervised Brain Tumor Segmentation with Image-based Prompts
Automated brain tumor segmentation based on deep learning (DL) has achie...
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03/13/2023
One-Shot Segmentation of Novel White Matter Tracts via Extensive Data Augmentation
Deep learning based methods have achieved state-of-the-art performance f...
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02/16/2023
Positive-unlabeled learning for binary and multi-class cell detection in histopathology images with incomplete annotations
Cell detection in histopathology images is of great interest to clinical...
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02/18/2021
Benefits of Linear Conditioning for Segmentation using Metadata
Medical images are often accompanied by metadata describing the image (v...
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12/23/2020
Multiclass Spinal Cord Tumor Segmentation on MRI with Deep Learning
Spinal cord tumors lead to neurological morbidity and mortality. Being a...
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05/16/2018