Tumor cell type and gene marker identification by single layer perceptron neural network on single-cell RNA sequence data - Senapati, Biswajit; Das, Ranjita (Journal of biosciences, 2024)
Keywords: Algorithms; Base Sequence; Bayes Theorem; Biomarkers; Biomedical and Life Sciences; Biomedicine; Cell Biology; Cell culture; Chiroptera; Classifiers; Colorectal cancer; data collection; Datasets; decision support systems; Decision trees; Gene expression; genes; Genetic algorithms; Humans; Lampyridae; Learning algorithms; Life Sciences; Machine Learning; Mechanics; Microbiology; mucosa; neoplasm cells; Neoplasms; Neural networks; Neural Networks, Computer; Nucleotide sequence; nucleotide sequences; Optimization; Optimization models; Pattern analysis; Plant Sciences; Ribonucleic acid; RNA; Search algorithms; Sequence Analysis, RNA; Sequencing; Swarm intelligence; transcription (genetics); transcriptome; Transcriptomes; Tumors; Zoology; scRNA-seq; Adaptive moment estimation; regularization; single layer perceptron; hidden layer; neural network; rectified linear unit