Computational tools in inferring cancer tissue-of-origin and molecular classification towards personalized cancer therapy, Volume III

Min Tang, Jialiang Yang, Cheng Guo, Ling Kui

Frontiers Media SA

Our second Research Topic in this series, Computational tools in inferring cancer tissue-of-origin...

Science Genetics Computational Genomics

Keywords: Cancer tissue-of-origin,­cancer molecular classification,­liquid biopsy,­machine learning,­single-cell

Adoption of Artificial Intelligence in Human and Clinical Genomics, volume II

Li Zhang, Guangming Zhang, Piyush Shukla

Frontiers Media SA

Large databases are created by genomics for the discovery, study, and development of novel...

Science Genetics Computational Genomics

Keywords: artificial intelligence,­machine learning,­educational,­Human genetics,­Genomics,­healthcare

Artificial Intelligence and Bioinformatics Applications for Omics and Multi-Omics Studies

Angelo Facchiano, Margherita Mutarelli, Dominik Heider

Frontiers Media SA

The omics sciences have revolutionized research in areas such as
biology, biotechnology,...

Science Genetics Computational Genomics

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