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Article
Art painting detection and identification based on deep learning and image local features
Many art paintings are placed in film scenes or TV programs as decoration. To prevent using unauthorized copyrighted art paintings, we propose a method that combines a deep learning based object detector and h...
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Article
Open AccessDeep learning method for comet segmentation and comet assay image analysis
Comet assay is a widely used method, especially in the field of genotoxicity, to quantify and measure DNA damage visually at the level of individual cells with high sensitivity and efficiency. Generally, compu...
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Article
Open AccessDeep learning-based virtual cytokeratin staining of gastric carcinomas to measure tumor–stroma ratio
The tumor–stroma ratio (TSR) determined by pathologists is subject to intra- and inter-observer variability. We aimed to develop a computational quantification method of TSR using deep learning-based virtual c...
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Article
Open AccessA-Prot: protein structure modeling using MSA transformer
The accuracy of protein 3D structure prediction has been dramatically improved with the help of advances in deep learning. In the recent CASP14, Deepmind demonstrated that their new version of AlphaFold (AF) p...
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Article
Open AccessAuthor Correction: Deep learning method for comet segmentation and comet assay image analysis
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Open AccessS-Pred: protein structural property prediction using MSA transformer
Predicting the local structural features of a protein from its amino acid sequence helps its function prediction to be revealed and assists in three-dimensional structural modeling. As the sequence-structure g...
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Article
Utility of artificial intelligence with deep learning of hematoxylin and eosin-stained whole slide images to predict lymph node metastasis in T1 colorectal cancer using endoscopically resected specimens; prediction of lymph node metastasis in T1 colorectal cancer
When endoscopically resected specimens of early colorectal cancer (CRC) show high-risk features, surgery should be performed based on current guidelines because of the high-risk of lymph node metastasis (LNM)....
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Article
Open AccessDiagnostic value of plasma heparin-binding protein and the heparin-binding protein-to-albumin ratio in patients with community-acquired Pneumonia: a retrospective study
Patients presenting to the emergency department with community-acquired pneumonia (CAP) are characterized by advanced age, comorbidities, critical illness and less-than-typical symptoms, posing a diagnostic ch...
