APPLICATION OF OMICS, AI AND BLOCKCHAIN IN BIOINFORMATICS RESEARCH /
"With the increasing availability of omics data and mounting evidence of the usefulness of computational approaches to tackle multi-level data problems in bioinformatics and biomedical research in this post-genomics era, computational biology has been playing an increasingly important role in p...
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Singapore : World Scientific,
2019
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| _version_ | 1826468913609703424 |
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| author | Tsai, Jeffrey J.-P., editor 614497 Ng, Ka-Lok, editor 614498 |
| author_facet | Tsai, Jeffrey J.-P., editor 614497 Ng, Ka-Lok, editor 614498 |
| author_sort | Tsai, Jeffrey J.-P., editor 614497 |
| collection | OCEAN |
| description | "With the increasing availability of omics data and mounting evidence of the usefulness of computational approaches to tackle multi-level data problems in bioinformatics and biomedical research in this post-genomics era, computational biology has been playing an increasingly important role in paving the way as basis for patient-centric healthcare. Two such areas are: (I) implementing AI algorithms supported by biomedical data would deliver significant benefits/improvements towards the goals of precision medicine (II) blockchain technology will enable medical doctors to securely and privately build personal healthcare records, and identify the right therapeutic treatments and predict the progression of the diseases. A follow-up in the publication of our book Computation Methods with Applications in Bioinformatics Analysis (2017), topics in this volume include: clinical bioinformatics, Omics-based data analysis, Artificial Intelligence (AI), blockchain, big data analytics, drug discovery, RNA-seq analysis, tensor decomposition and Boolean network". |
| first_indexed | 2024-03-05T16:25:28Z |
| format | |
| id | KOHA-OAI-TEST:558027 |
| institution | Universiti Teknologi Malaysia - OCEAN |
| language | eng |
| last_indexed | 2024-03-05T16:25:28Z |
| publishDate | 2019 |
| publisher | Singapore : World Scientific, |
| record_format | dspace |
| spelling | KOHA-OAI-TEST:5580272022-03-31T07:05:06ZAPPLICATION OF OMICS, AI AND BLOCKCHAIN IN BIOINFORMATICS RESEARCH / Tsai, Jeffrey J.-P., editor 614497 Ng, Ka-Lok, editor 614498 Singapore : World Scientific,2019eng"With the increasing availability of omics data and mounting evidence of the usefulness of computational approaches to tackle multi-level data problems in bioinformatics and biomedical research in this post-genomics era, computational biology has been playing an increasingly important role in paving the way as basis for patient-centric healthcare. Two such areas are: (I) implementing AI algorithms supported by biomedical data would deliver significant benefits/improvements towards the goals of precision medicine (II) blockchain technology will enable medical doctors to securely and privately build personal healthcare records, and identify the right therapeutic treatments and predict the progression of the diseases. A follow-up in the publication of our book Computation Methods with Applications in Bioinformatics Analysis (2017), topics in this volume include: clinical bioinformatics, Omics-based data analysis, Artificial Intelligence (AI), blockchain, big data analytics, drug discovery, RNA-seq analysis, tensor decomposition and Boolean network".Includes bibliographical references and indexGeneralized iterative modeling for clinical omics data analysis / Kung-Hao Liang -- Explainable AI : mining of genotype data identifies complex disease pathways, autism case studies / Matt Spencer, Saad Khan, Zohreh Talebizadeh and Chi-Ren Shyu -- Blockchain for pre-clinical and clinical platform with big data analytics / Yin-Wu Chen and Zonyin Shae."With the increasing availability of omics data and mounting evidence of the usefulness of computational approaches to tackle multi-level data problems in bioinformatics and biomedical research in this post-genomics era, computational biology has been playing an increasingly important role in paving the way as basis for patient-centric healthcare. Two such areas are: (I) implementing AI algorithms supported by biomedical data would deliver significant benefits/improvements towards the goals of precision medicine (II) blockchain technology will enable medical doctors to securely and privately build personal healthcare records, and identify the right therapeutic treatments and predict the progression of the diseases. A follow-up in the publication of our book Computation Methods with Applications in Bioinformatics Analysis (2017), topics in this volume include: clinical bioinformatics, Omics-based data analysis, Artificial Intelligence (AI), blockchain, big data analytics, drug discovery, RNA-seq analysis, tensor decomposition and Boolean network".PSZJBLLife sciencesBiotechnologyBiomedical engineeringBioinformaticsBlockchains (Databases)Artificial intelligenceURN:ISBN:9789811203572 |
| spellingShingle | Life sciences Biotechnology Biomedical engineering Bioinformatics Blockchains (Databases) Artificial intelligence Tsai, Jeffrey J.-P., editor 614497 Ng, Ka-Lok, editor 614498 APPLICATION OF OMICS, AI AND BLOCKCHAIN IN BIOINFORMATICS RESEARCH / |
| title | APPLICATION OF OMICS, AI AND BLOCKCHAIN IN BIOINFORMATICS RESEARCH / |
| title_full | APPLICATION OF OMICS, AI AND BLOCKCHAIN IN BIOINFORMATICS RESEARCH / |
| title_fullStr | APPLICATION OF OMICS, AI AND BLOCKCHAIN IN BIOINFORMATICS RESEARCH / |
| title_full_unstemmed | APPLICATION OF OMICS, AI AND BLOCKCHAIN IN BIOINFORMATICS RESEARCH / |
| title_short | APPLICATION OF OMICS, AI AND BLOCKCHAIN IN BIOINFORMATICS RESEARCH / |
| title_sort | application of omics ai and blockchain in bioinformatics research |
| topic | Life sciences Biotechnology Biomedical engineering Bioinformatics Blockchains (Databases) Artificial intelligence |
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