EurekAlert!

MultiKano: an automatic cell type annotation tool for single-cell multi-omics data based on Kolmogorov-Arnold network and data augmentation

MultiKano is the first automatic cell type annotation method tailored to single-cell multi-omics data. MultiKano introduces a novel data augmentation strategy based on paired scRNA-seq and scATAC-seq ...
Business Wire

BioBam Presents OmicsBox 3.4, Including CellKB’s Advanced Cell-Type Annotation

SAN DIEGO--(BUSINESS WIRE)--BioBam, a leading bioinformatics solutions provider, proudly presents OmicsBox Version 3.4 at the San Diego Plant and Animal Genome Conference (PAG 32). This latest release ...
EurekAlert!

Accurate cell type annotation for single-cell chromatin accessibility data via contrastive learning and reference guidance

Chromatin accessibility, a fundamental property of DNA that plays a critical role in gene regulation and cell identity, refers to the degree that nuclear macromolecules can access and interact with ...
Science Daily

GPT-4 for identifying cell types in single cells matches and sometimes outperforms expert methods

GPT-4 can accurately interpret types of cells important for the analysis of single-cell RNA sequencing -- a sequencing process fundamental to interpreting cell types -- with high consistency compared ...
News Medical

GPT-4 shows expert-level accuracy in annotating cell types

Columbia University's Mailman School of Public HealthMar 26 2024 GPT-4 can accurately interpret types of cells important for the analysis of single-cell RNA sequencing -- a sequencing process ...