Computational Biology | Pharmacology BindingSite-AugmentedDTA: enabling a next-generation pipeline for interpretable prediction models in drug repurposing. April 25, 2023
Additive Manufacturing | Materials Science Experimental investigation and development of a deep learning framework to predict process-induced surface roughness in additively manufactured aluminum alloys. April 18, 2023
Oncology | Pathology BCR-Net: A deep learning framework to predict breast cancer recurrence from histopathology images. April 4, 2023
Biomedical Engineering | Digital Health | Public Health PCovNet+: A CNN-VAE anomaly detection framework with LSTM embeddings for smartwatch-based COVID-19 detection. April 3, 2023
Radiology | Speech and Language Pathology Tagged-MRI Sequence to Audio Synthesis via Self Residual Attention Guided Heterogeneous Translator. February 23, 2023
Bioinformatics | Computational Biology ProtInteract: A deep learning framework for predicting protein-protein interactions. February 23, 2023
Biomedical imaging | Biophotonics | Deep Learning Multiple-scattering simulator-trained neural network for intensity diffraction tomography. February 14, 2023
Bioinformatics | Drug Discovery | Pharmacology DeepMPF: deep learning framework for predicting drug-target interactions based on multi-modal representation with meta-path semantic analysis. January 26, 2023
Bioinformatics | Molecular Biology DeepGpgs: a novel deep learning framework for predicting arginine methylation sites combined with Gaussian prior and gated self-attention mechanism. January 25, 2023
Environmental Science | Public Health A hybrid deep learning framework for air quality prediction with spatial autocorrelation during the COVID-19 pandemic. January 18, 2023
Assembly Processes | Deep Learning | Human-Robot Collaboration | Industrial Robotics Deep Learning Framework for Controlling Work Sequence in Collaborative Human-Robot Assembly Processes. January 8, 2023