Biodiversity Research | Freshwater Biomonitoring Automated identification of aquatic insects: A case study using deep learning and computer vision techniques. May 13, 2024
Bioinformatics | Marine Biology | Microbiology Investigation of machine learning algorithms for taxonomic classification of marine metagenomes. September 11, 2023
Bioinformatics | Virology ConCreT, a 2D convolutional neural network for taxonomic classification applied to viruses in the phylum Cressdnaviricota. August 3, 2023
Bioinformatics | Genetics Taxonomic classification of DNA sequences beyond sequence similarity using deep neural networks. August 26, 2022
Computer Vision | Marine Biology The Impact of Data Augmentations on Deep Learning-Based Marine Object Classification in Benthic Image Transects. July 27, 2022
Bioinformatics | Data Science | Microbiology Learning, visualizing and exploring 16S rRNA structure using an attention-based deep neural network. September 22, 2021
Bioinformatics | Microbiology DeepMicrobes: taxonomic classification for metagenomics with deep learning. February 12, 2021
Bioinformatics | Virology CHEER: hierarCHical taxonomic classification for viral mEtagEnomic data via deep leaRning. May 26, 2020
Bioinformatics | Translational Biology Deep learning models for bacteria taxonomic classification of metagenomic data. May 17, 2019