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Unsupervised few shot learning architecture for diagnosis of periodontal disease in dental panoramic radiographs

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This study proposes an unsupervised learning framework that integrates the few-shot learning for analyzing dental panoramic radiographs. The framework is specifically designed to address...
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Metabolic regulation of mitochondrial morphologies in pancreatic beta cells: coupling of bioenergetics and mitochondrial dynamics

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Tilokani, L., Nagashima, S., Paupe, V. & Prudent, J. Mitochondrial dynamics: Overview of molecular mechanisms. Essays Biochem 62, 341–360 (2018).Article  PubMed  ...
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A genotype imputation reference panel specific for native Southeast Asian populations

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We have developed a customized SEA population-specific reference panel consisting of 2550 samples via cross-panel imputation that resulted in 113,851,450 variants. Our reference panel...
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A full-scale lung image segmentation algorithm based on hybrid skip connection and attention mechanism

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Experimental configurationThe configuration environment for this study was a Windows 11 workstation with an AMD Ryzen 7 5800H processor and Radeon Graphics (3.20 GHz). It...
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Tabular deep learning: a comparative study applied to multi-task genome-wide prediction | BMC Bioinformatics

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DefinitionsThe key part of tabular deep learning is a deep neural network and usually in the form of a feed-forward network. A deep neural...
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