Bioinformatics | Computational Biology | Genetics GCNCMI: A Graph Convolutional Neural Network Approach for Predicting circRNA-miRNA Interactions. August 22, 2022
Oncology | Pathology Contrastive learning-based computational histopathology predict differential expression of cancer driver genes. July 28, 2022
Bioinformatics | Computational Biology | Genomics Prediction of Transcription Factor Binding Sites Using a Combined Deep Learning Approach. June 20, 2022
Artificial Intelligence | Bioinformatics | Pharmacology DeepMHADTA: Prediction of Drug-Target Binding Affinity Using Multi-Head Self-Attention and Convolutional Neural Network. June 9, 2022
Radiology The influence of a deep learning image reconstruction algorithm on the image quality and auto-analysis of pulmonary nodules at ultra-low dose chest CT: a phantom study. May 3, 2022
Bioinformatics | Molecular Biology Protein Interaction Network Reconstruction with a Structural Gated Attention Deep Model by Incorporating Network Structure Information. January 10, 2022
Bioinformatics | Genetics | Medical Informatics CRPGCN: predicting circRNA-disease associations using graph convolutional network based on heterogeneous network. November 13, 2021
Bioinformatics | Oncology | Pharmacology DeepDDS: deep graph neural network with attention mechanism to predict synergistic drug combinations. September 27, 2021
Deep Learning | Machine Learning Nonlinear tensor train format for deep neural network compression. September 21, 2021
Radiation Therapy | Radiology A Deep Unsupervised Learning Model for Artifact Correction of Pelvis Cone-Beam CT. August 5, 2021
Bioinformatics | Computational Biology | Genomics DeepD2V: A Novel Deep Learning-Based Framework for Predicting Transcription Factor Binding Sites from Combined DNA Sequence. June 2, 2021