Pathology | Virology Exploiting generative self-supervised learning for the assessment of biological images with lack of annotations. July 24, 2022
Biology | Oncology Marker-controlled watershed with deep edge emphasis and optimized H-minima transform for automatic segmentation of densely cultivated 3D cell nuclei. July 21, 2022
Bioinformatics | Structural Biology Multi-head attention-based U-Nets for predicting protein domain boundaries using 1D sequence features and 2D distance maps. July 19, 2022
Bioinformatics | Pathology scSemiAE: a deep model with semi-supervised learning for single-cell transcriptomics. July 16, 2022
Radiology CAD systems for COVID-19 diagnosis and disease stage classification by segmentation of infected regions from CT images. July 16, 2022
Pathology Accurate classification of white blood cells by coupling pre-trained ResNet and DenseNet with SCAM mechanism. July 15, 2022
Bioinformatics | Plant Biology | Precision Plant Breeding MTAGCN: predicting miRNA-target associations in Camellia sinensis var. assamica through graph convolution neural network. July 12, 2022
Bioinformatics | Machine Learning | Oncology A hybrid metaheuristic-deep learning technique for the pan-classification of cancer based on DNA methylation. July 11, 2022
Data Science | Metabolomics Joint deep learning for batch effect removal and classification toward MALDI MS based metabolomics. July 11, 2022
Bioinformatics | Computational Biology | Genetics Hyb4mC: a hybrid DNA2vec-based model for DNA N4-methylcytosine sites prediction. June 29, 2022
Biomedical Informatics | COVID-19 research | Medical Informatics Multi-probe attention neural network for COVID-19 semantic indexing. June 29, 2022
Neurology | Radiology A state-of-the-art technique to perform cloud-based semantic segmentation using deep learning 3D U-Net architecture. June 24, 2022