Methods in computational genomics

Nathan Olson, Lei Chen

Frontiers Media SA

Science Genetics Computational Genomics

Keywords: Computational genomics,­multidimensional numeric datasets,­prediction,­Genes,­Proteins,­OMICS data,­Biology

Systematic identification of novel diagnostic and prognostic tumor biomarkers based on multi-omics data analysis of solid tumors

Ming Jun Zheng, Marina Pinheiro, Mingming Deng

Frontiers Media SA

Health Immunology

Keywords: bioinformatics,­machine learning,­solid tumors,­multi-omics,­diagnosis,­prognosis

Bioinformatics Analysis of Omics Data for Biomarker Identification in Clinical Research, Volume II

Lixin Cheng, Hongwei Wang, Shibiao Wan

Frontiers Media SA

This Research Topic is part of a series with, "Bioinformatics Analysis of Omics Data for Biomarker...

Science Genetics Computational Genomics

Keywords: OMICS data,­biomarker,­machine learning,­clinical research,­bioinformatics

Network Bioscience Volume II

Marco Pellegrini, Marco Antoniotti, Bud Mishra

Frontiers Media SA

Science Genetics Computational Genomics

Keywords: Systems Biology,­Network Science,­Cancer Networks,­hypothesis generation,­regularization,­Graph neural networks,­network biology

Deep learning to disease prediction on next generation sequencing and biomedical imaging data

Saurav Mallik, Junichi Iwata, Ruifeng Hu, Tapas Si

Frontiers Media SA

Science Genetics Computational Genomics

Keywords: deep learning,­machine learning,­disease detection and classification,­Biomedical image classification,­Feature Selection,­Multi-omics data Integration,­transcriptomic/genomics/epigenomic data

Application of Network Theoretic Approaches in Biology

Rinku Sharma, Josh Clevenger, Mallana Gowdra Mallikarjuna, Sudeepto Bhattacharya, Manish Kumar Pandey

Frontiers Media SA

The biological complexity essentially includes and involves processes that are mediated through...

Science Genetics Computational Genomics

Keywords: gene regulatory network,­co-expression analyses,­Network Theoretic Approaches,­Biology,­protein–protein interaction,­Systems Biology

Insights in Computational Genomics: 2022

Richard D. Emes, Quan Zou, Mehdi Pirooznia, Marco Pellegrini

Frontiers Media SA

This Research Topic is part of the Insights in Frontiers in Genetics series. Other titles in...

Science Genetics Computational Genomics

Keywords: Computational genomics,­Genetics,­Genomics,­Genes

Enhanced biological mechanism study, drug discovery and individualized medicine with single-cell multiomics data and integrative analysis

Panwen Wang, Mulin Jun Li, Feng Xu, Jing Qin

Frontiers Media SA

Science Genetics Computational Genomics

Keywords: single-cell sequencing,­Multiomics data,­Biological mechanism,­Drug Discovery,­Individualized Medicine

Explainable, Trustworthy and Responsive Intelligent Processing of Biological Resources Integrating Data, Information, Knowledge, and Wisdom – Volume II

Yucong Duan, Yungang Xu

Frontiers Media SA

Science Genetics Computational Genomics

Keywords: Strong Intelligence,­Explain-ability,­Responsive AI,­Trustworthy AI,­Biological resources,­DIKW,­knowledge graph