Generative Adversarial Networks for Creating Synthetic Nucleic Acid Sequences of Cat Genome

Creating artificial human genomes using generative neural networks

(2021) Burak Yelmen et al.   PLoS Genetics

Generating Synthetic Fermentation Data of Shindari, a Traditional Jeju Beverage, Using Multiple Imputation Ensemble and Generative Adversarial Networks

(2021) Debapriya Hazra et al.   Applied Sciences-Basel

Impact of DNA extraction on whole genome sequencing analysis for characterization and relatedness of Shiga toxin-producing Escherichia coli isolates

(2020) Stéphanie Nouws et al.   Scientific Reports

pcPromoter-CNN: A CNN-Based Prediction and Classification of Promoters

(2020) Muhammad Shujaat et al.   Genes

MULTiPly: a novel multi-layer predictor for discovering general and specific types of promoters

(2019) Meng Zhang et al.   BIOINFORMATICS

Improving Conditional Sequence Generative Adversarial Networks by Stepwise Evaluation

(2019) Yi-Lin Tuan et al.   IEEE-ACM Transactions on Audio Speech and Language Processing

Electrocardiogram generation with a bidirectional LSTM-CNN generative adversarial network

(2019) Fei Zhu et al.   Scientific Reports

Artificial intelligence in clinical and genomic diagnostics

(2019) Raquel Dias et al.   Genome Medicine

Conditional Wasserstein generative adversarial network-gradient penalty-based approach to alleviating imbalanced data classification

(2019) Ming Zheng et al.   INFORMATION SCIENCES

DADA2: High-resolution sample inference from Illumina amplicon data

(2016) Benjamin J Callahan et al.   NATURE METHODS