WebDec 11, 2024 · (RNA-Seq, Small RNA sequencing, Chip-Seq,Epic array and WGBS, WGS, Exome, Disease Panels, 16s Sequencing, Whole genome metagenomics, FMT data analysis) • Ensure that the published open source bioinformatics tools, databases and pipelines for large-scale genomics study and complex disease studies are in place, function properly … WebNov 30, 2024 · Abstract. The development of single-cell RNA sequencing (scRNA-seq) technology provides an excellent opportunity to explore cell heterogeneity and diversity. …
Clustering Single-Cell RNA Sequencing Data by Deep Learning …
WebMar 20, 2024 · Therefore, SoCube, a novel deep learning algorithm, was developed to precisely detect doublets in various types of scRNA-seq data. SoCube (i) proposed a novel … WebA single trained network reliably deconvolves bulk RNA-seq and microarray, human and mouse tissue expression data and leverages the combined information of multiple … greek fire real life
Frontiers Digitaldlsorter: Deep-Learning on scRNA-Seq to …
Web19 hours ago · Integrative analysis of many RNA-seq datasets to study alternative splicing. TrueSight: a new algorithm for splice junction detection using RNA-seq. Alt Event Finder: a tool for extracting alternative splicing events from RNA-seq data. Workshop: Using a transcript catalog and paired-end RNA-Seq data to identify differential alternativ... WebSep 4, 2024 · Before jumping directly into the deep learning model, we have tested other gradient boosts such as Light GBM and CatBoost. Then as we were dealing with the sequence, I thought to experiment around BiLSTM model, but they all performed worst compared to the triple GRU model with linear activation. This model is influenced by … WebI have been working for 15 years in developing bioinformatic pipelines for the analysis of multi-omic datasets. I am currently focusing my research on the development of deep-learning models for single cell atlas reconstruction. I am open to discussion on consultant or group leader position in biological data science. Keywords: #scRNA-Seq #scATAC-Seq … greek fire chemical formula