Approaches for accelerating microbial gene function discovery using artificial intelligence
Hutchison, C. A. I. et al. Design and synthesis of a minimal bacterial genome. Science 351, aad6253 (2016).Article PubMed Google...
gene
Helixer: ab initio prediction of primary eukaryotic gene models combining deep learning and a hidden Markov model
Overview of HelixerHelixer is a deep learning-based framework for eukaryotic gene annotation directly from genomic DNA. It uses a sequence...
Spatial gene expression at single-cell resolution from histology using deep learning with GHIST
Datasets and preprocessingSubcellular in situ spatial transcriptomics data (i) BreastCancer1 and BreastCancer2—The 10x Xenium breast cancer datasets included in this...
Machine learning approach helps researchers design better gene-delivery vehicles for gene therapy
Systematic multi-trait protein optimization paradigm. Credit: Nature Communications (2024). DOI: 10.1038/s41467-024-50555-y Gene therapy could potentially cure genetic diseases, but it...
Metaheuristic integrated machine learning classification of colon cancer using STFT LASSO and EHO feature extraction from microarray gene expressions
Once the features are extracted, the colon cancer classification is performed using machine learning and metaheuristic classifiers. In our research,...
