Bioinformatics | Genomics Batch correction of single-cell sequencing data via an autoencoder architecture. January 12, 2024
Bioinformatics | Genetics | Molecular Biology DiCleave: a deep learning model for predicting human Dicer cleavage sites. January 9, 2024
Earthquake detection | Transportation Safety Unsupervised anomaly detection for earthquake detection on Korea high-speed trains using autoencoder-based deep learning models. January 5, 2024
Neurology | Psychiatry BrainSTEAM: A Practical Pipeline for Connectome-based fMRI Analysis towards Subject Classification. December 31, 2023
Radiology Pixel Diffuser: Practical Interactive Medical Image Segmentation without Ground Truth. November 25, 2023
Bioinformatics | Computational Biology | Genomics An end-to-end Deep Hybrid Autoencoder based method for single-cell RNA-Seq data analysis. October 27, 2023
Signal Processing | Speech communication Non-Intrusive Speech Quality Assessment Based on Deep Neural Networks for Speech Communication. October 12, 2023
Clinical Informatics Adaptation of Autoencoder for Sparsity Reduction From Clinical Notes Representation Learning. October 11, 2023
Biomedical Engineering | Cardiology RunDAE model: Running denoising autoencoder models for denoising ECG signals. October 8, 2023
Anomaly Detection | Electric Power Systems Enhancing anomaly detection in distributed power systems using autoencoder-based federated learning. August 18, 2023
Automotive Engineering | Deep Learning | Software Engineering GRU-Based Denoising Autoencoder for Detection and Clustering of Unknown Single and Concurrent Faults during System Integration Testing of Automotive Software Systems. July 29, 2023