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Article
Active Learning in Brain Tumor Segmentation with Uncertainty Sampling and Annotation Redundancy Restriction
Deep learning models have demonstrated great potential in medical imaging but are limited by the expensive, large volume of annotations required. To address this, we compared different active learning strategi...
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Article
Brain Tumor Segmentation for Multi-Modal MRI with Missing Information
Deep convolutional neural networks (DCNNs) have shown promise in brain tumor segmentation from multi-modal MRI sequences, accommodating heterogeneity in tumor shape and appearance. The fusion of multiple MRI s...
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Article
Open AccessChanges in prostate cancer survival among insured patients in relation to USPSTF screening recommendations
To investigate the effects of the U.S. Preventive Services Task Force’s (USPSTF) 2012 recommendation against prostate-specific antigen (PSA)-based screening for prostate cancer on survival disparities based on...
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Article
Open AccessCharacterization of the anti-inflammatory Lactobacillus reuteri BM36301 and its probiotic benefits on aged mice
The gut microbiota is playing more important roles in host immune regulation than was initially expected. Since many benefits of microbes are highly strain-specific and their mechanistic details remain largely...
