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Computational intelligence in cancer diagnosis : progress and challenges
Authors: --- --- --- --- --- et al.
ISBN: 0323903533 0323852408 9780323903530 9780323852401 Year: 2023 Publisher: London, United Kingdom ; San Diego, CA : Academic Press is an imprint of Elsevier,

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Abstract

"Computational Intelligence in Cancer Diagnosis: Progress and Challenges provides insights into the current strength and weaknesses of different applications and research findings on computational intelligence in cancer research. The book improves the exchange of ideas and coherence among various computational intelligence methods and enhances the relevance and exploitation of application areas for both experienced and novice end-users. Topics discussed include neural networks, fuzzy logic, connectionist systems, genetic algorithms, evolutionary computation, cellular automata, self-organizing systems, soft computing, fuzzy systems, and hybrid intelligent systems.The book's chapters are written by international experts from both cancer research, oncology and computational sides to cover different aspects and make it comprehensible for readers with no background on informatics. Key Features: Contains updated information about advanced computational intelligence, spanning the areas of neural networks, fuzzy logic, connectionist systems, genetic algorithms, evolutionary computation, cellular automata, self-organizing systems, soft computing, fuzzy systems, and hybrid intelligent systems in diagnosing cancer diseases. Discusses several cancer types, including their detection, treatment and prevention. Presents case studies that illustrate the applications of intelligent computing in data analysis to help readers to analyze and advance their research in cancer"--Provided by publisher.

Keywords

Computational intelligence. --- Artificial Intelligence. --- Neoplasms --- Gene Expression Profiling. --- diagnosis. --- Intelligence, Computational --- Artificial intelligence --- Soft computing --- Gene Expression Monitoring --- Transcriptome Analysis --- Gene Expression Analysis --- Gene Expression Pattern Analysis --- Transcript Expression Analysis --- Transcriptome Profiling --- Transcriptomics --- mRNA Differential Display --- Analyses, Gene Expression --- Analyses, Transcript Expression --- Analyses, Transcriptome --- Analysis, Gene Expression --- Analysis, Transcript Expression --- Analysis, Transcriptome --- Differential Display, mRNA --- Differential Displays, mRNA --- Expression Analyses, Gene --- Expression Analysis, Gene --- Gene Expression Analyses --- Gene Expression Monitorings --- Gene Expression Profilings --- Monitoring, Gene Expression --- Monitorings, Gene Expression --- Profiling, Gene Expression --- Profiling, Transcriptome --- Profilings, Gene Expression --- Profilings, Transcriptome --- Transcript Expression Analyses --- Transcriptome Analyses --- Transcriptome Profilings --- mRNA Differential Displays --- Gene Expression --- Oligonucleotide Array Sequence Analysis --- Transcriptome --- Subtractive Hybridization Techniques --- Computational Intelligence --- AI (Artificial Intelligence) --- Computer Reasoning --- Computer Vision Systems --- Knowledge Acquisition (Computer) --- Knowledge Representation (Computer) --- Machine Intelligence --- Acquisition, Knowledge (Computer) --- Computer Vision System --- Intelligence, Artificial --- Intelligence, Machine --- Knowledge Representations (Computer) --- Reasoning, Computer --- Representation, Knowledge (Computer) --- System, Computer Vision --- Systems, Computer Vision --- Vision System, Computer --- Vision Systems, Computer --- Heuristics --- Cancer --- Artificial Intelligence --- Diagnosis --- Data processing. --- diagnosis

Microarray bioinformatics
Author:
ISBN: 1107136008 1280163399 9786610163397 0511078471 0511121113 0511204590 0511561962 0511615531 0511076908 9780511078477 9780511076909 9780511121111 9780511615535 9781280163395 0521819822 052152587X 9780521819824 9780521525879 9781107136007 6610163391 9780511204593 9780511561962 Year: 2003 Publisher: Cambridge New York Cambridge University Press

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Abstract

This book is a comprehensive guide to all of the mathematics, statistics and computing you will need to successfully operate DNA microarray experiments. It is written for researchers, clinicians, laboratory heads and managers, from both biology and bioinformatics backgrounds, who work with, or who intend to work with microarrays. The book covers all aspects of microarray bioinformatics, giving you the tools to design arrays and experiments, to analyze your data, and to share your results with your organisation or with the international community. There are chapters covering sequence databases, oligonucleotide design, experimental design, image processing, normalisation, identifying differentially expressed genes, clustering, classification and data standards. The book is based on the highly successful Microarray Bioinformatics course at Oxford University, and therefore is ideally suited for teaching the subject at postgraduate or professional level.

Keywords

DNA microarrays. --- Computational Biology --- Gene Expression Profiling --- Oligonucleotide Array Sequence Analysis --- Nucleic Acid Hybridization --- Sequence Analysis --- Biology --- Genetic Techniques --- Molecular Probe Techniques --- Microarray Analysis --- Biological Science Disciplines --- Investigative Techniques --- Microchip Analytical Procedures --- Natural Science Disciplines --- Chemistry Techniques, Analytical --- Analytical, Diagnostic and Therapeutic Techniques and Equipment --- Disciplines and Occupations --- Animal Biochemistry --- Human Anatomy & Physiology --- Health & Biological Sciences --- Analytical Chemistry Methods --- Analytical Chemistry Techniques --- Analytical Chemistry Method --- Analytical Chemistry Technique --- Chemistry Method, Analytical --- Chemistry Methods, Analytical --- Chemistry Technique, Analytical --- Method, Analytical Chemistry --- Methods, Analytical Chemistry --- Technique, Analytical Chemistry --- Techniques, Analytical Chemistry --- Natural Sciences --- Physical Sciences --- Discipline, Natural Science --- Disciplines, Natural Science --- Natural Science --- Natural Science Discipline --- Physical Science --- Science, Natural --- Science, Physical --- Sciences, Natural --- Sciences, Physical --- Microchip Analysis --- Analyses, Microchip --- Analysis, Microchip --- Analytical Procedure, Microchip --- Analytical Procedures, Microchip --- Microchip Analytical Procedure --- Procedure, Microchip Analytical --- Procedures, Microchip Analytical --- Micromanipulation --- Nanotechnology --- Lab-On-A-Chip Devices --- Investigative Technics --- Investigative Technic --- Investigative Technique --- Technic, Investigative --- Technics, Investigative --- Technique, Investigative --- Techniques, Investigative --- Biologic Sciences --- Biological Science --- Science, Biological --- Sciences, Biological --- Biological Sciences --- Life Sciences --- Biologic Science --- Biological Science Discipline --- Discipline, Biological Science --- Disciplines, Biological Science --- Life Science --- Science Discipline, Biological --- Science Disciplines, Biological --- Science, Biologic --- Science, Life --- Sciences, Biologic --- Sciences, Life --- Microarray Analytical Devices --- Microarray Microchips --- Nanoarray Analytical Devices --- Analysis, Microarray --- Analytical Device, Microarray --- Analytical Device, Nanoarray --- Analytical Devices, Microarray --- Analytical Devices, Nanoarray --- Device, Microarray Analytical --- Device, Nanoarray Analytical --- Devices, Microarray Analytical --- Devices, Nanoarray Analytical --- Microarray Analytical Device --- Microarray Microchip --- Microchip, Microarray --- Microchips, Microarray --- Nanoarray Analytical Device --- Molecular Probe Technic --- Molecular Probe Technics --- Molecular Probe Technique --- Technic, Molecular Probe --- Technics, Molecular Probe --- Technique, Molecular Probe --- Techniques, Molecular Probe --- Probe Technic, Molecular --- Probe Technics, Molecular --- Probe Technique, Molecular --- Probe Techniques, Molecular --- Genetic Technic --- Genetic Technics --- Genetic Technique --- Technic, Genetic --- Technics, Genetic --- Technique, Genetic --- Techniques, Genetic --- Genetics --- Genetic Counseling --- Genetic Phenomena --- Analysis, Sequence --- Determination, Sequence --- Determinations, Sequence --- Sequence Determinations --- Sequence Determination --- Analyses, Sequence --- Sequence Analyses --- Genomic Hybridization --- Acid Hybridization, Nucleic --- Acid Hybridizations, Nucleic --- Genomic Hybridizations --- Hybridization, Genomic --- Hybridization, Nucleic Acid --- Hybridizations, Genomic --- Hybridizations, Nucleic Acid --- Nucleic Acid Hybridizations --- DNA --- Nucleic Acid Probes --- Oligonucleotide Probes --- DNA Arrays --- DNA Chips --- DNA Microchips --- Gene Chips --- Oligodeoxyribonucleotide Array Sequence Analysis --- Oligonucleotide Microarrays --- Sequence Analysis, Oligonucleotide Array --- cDNA Arrays --- DNA Microarrays --- Oligonucleotide Arrays --- cDNA Microarrays --- Array, DNA --- Array, Oligonucleotide --- Array, cDNA --- Arrays, DNA --- Arrays, Oligonucleotide --- Arrays, cDNA --- Chip, DNA --- Chip, Gene --- Chips, DNA --- Chips, Gene --- DNA Array --- DNA Chip --- DNA Microarray --- DNA Microchip --- Gene Chip --- Microarray, DNA --- Microarray, Oligonucleotide --- Microarray, cDNA --- Microarrays, DNA --- Microarrays, Oligonucleotide --- Microarrays, cDNA --- Microchip, DNA --- Microchips, DNA --- Oligonucleotide Array --- Oligonucleotide Microarray --- cDNA Array --- cDNA Microarray --- Combinatorial Chemistry Techniques --- Gene Expression Monitoring --- Transcriptome Analysis --- Gene Expression Pattern Analysis --- Transcript Expression Analysis --- Transcriptome Profiling --- mRNA Differential Display --- Analyses, Transcript Expression --- Analyses, Transcriptome --- Analysis, Transcript Expression --- Analysis, Transcriptome --- Differential Display, mRNA --- Differential Displays, mRNA --- Display, mRNA Differential --- Displays, mRNA Differential --- Gene Expression Monitorings --- Gene Expression Profilings --- Monitoring, Gene Expression --- Monitorings, Gene Expression --- Profiling, Gene Expression --- Profiling, Transcriptome --- Profilings, Gene Expression --- Profilings, Transcriptome --- Transcript Expression Analyses --- Transcriptome Analyses --- Transcriptome Profilings --- mRNA Differential Displays --- Gene Expression --- Transcriptome --- Subtractive Hybridization Techniques --- Bio-Informatics --- Biology, Computational --- Computational Molecular Biology --- Bioinformatics --- Molecular Biology, Computational --- Bio Informatics --- Bio-Informatic --- Bioinformatic --- Biologies, Computational Molecular --- Biology, Computational Molecular --- Computational Molecular Biologies --- Molecular Biologies, Computational --- Computational Chemistry --- Genomics --- methods --- DNA microarrays --- Bioinformatics. --- Mathematics. --- Data processing. --- Statistical methods. --- Bio-informatics --- Biological informatics --- Information science --- Computational biology --- Systems biology --- DNA biochips --- Biochips --- Immobilized nucleic acids --- Data processing


Book
Microarrays for the neurosciences
Authors: ---
ISBN: 0262273748 0585445524 9780262273749 9780585445526 Year: 2002 Publisher: Cambridge, Mass. MIT Press

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Keywords

Gene Expression Profiling --- Nervous System Diseases --- Oligonucleotide Array Sequence Analysis --- Nervous System Physiological Phenomena --- Microarray Analysis --- Sequence Analysis --- Molecular Probe Techniques --- Genetic Techniques --- Nucleic Acid Hybridization --- Musculoskeletal and Neural Physiological Phenomena --- Diseases --- Microchip Analytical Procedures --- Investigative Techniques --- Phenomena and Processes --- Analytical, Diagnostic and Therapeutic Techniques and Equipment --- Chemistry Techniques, Analytical --- Analytical Chemistry Methods --- Analytical Chemistry Techniques --- Analytical Chemistry Method --- Analytical Chemistry Technique --- Chemistry Method, Analytical --- Chemistry Methods, Analytical --- Chemistry Technique, Analytical --- Method, Analytical Chemistry --- Methods, Analytical Chemistry --- Technique, Analytical Chemistry --- Techniques, Analytical Chemistry --- Investigative Technics --- Investigative Technic --- Investigative Technique --- Technic, Investigative --- Technics, Investigative --- Technique, Investigative --- Techniques, Investigative --- Microchip Analysis --- Analyses, Microchip --- Analysis, Microchip --- Analytical Procedure, Microchip --- Analytical Procedures, Microchip --- Microchip Analytical Procedure --- Procedure, Microchip Analytical --- Procedures, Microchip Analytical --- Micromanipulation --- Nanotechnology --- Lab-On-A-Chip Devices --- Musculoskeletal and Neural Physiological Concepts --- Musculoskeletal and Neural Physiological Phenomenon --- Musculoskeletal and Neural Physiology --- Genomic Hybridization --- Acid Hybridization, Nucleic --- Acid Hybridizations, Nucleic --- Genomic Hybridizations --- Hybridization, Genomic --- Hybridization, Nucleic Acid --- Hybridizations, Genomic --- Hybridizations, Nucleic Acid --- Nucleic Acid Hybridizations --- DNA --- Nucleic Acid Probes --- Oligonucleotide Probes --- Genetic Technic --- Genetic Technics --- Genetic Technique --- Technic, Genetic --- Technics, Genetic --- Technique, Genetic --- Techniques, Genetic --- Genetics --- Genetic Counseling --- Genetic Phenomena --- Molecular Probe Technic --- Molecular Probe Technics --- Molecular Probe Technique --- Technic, Molecular Probe --- Technics, Molecular Probe --- Technique, Molecular Probe --- Techniques, Molecular Probe --- Probe Technic, Molecular --- Probe Technics, Molecular --- Probe Technique, Molecular --- Probe Techniques, Molecular --- Analysis, Sequence --- Determination, Sequence --- Determinations, Sequence --- Sequence Determinations --- Sequence Determination --- Analyses, Sequence --- Sequence Analyses --- Microarray Analytical Devices --- Microarray Microchips --- Nanoarray Analytical Devices --- Analysis, Microarray --- Analytical Device, Microarray --- Analytical Device, Nanoarray --- Analytical Devices, Microarray --- Analytical Devices, Nanoarray --- Device, Microarray Analytical --- Device, Nanoarray Analytical --- Devices, Microarray Analytical --- Devices, Nanoarray Analytical --- Microarray Analytical Device --- Microarray Microchip --- Microchip, Microarray --- Microchips, Microarray --- Nanoarray Analytical Device --- Nervous System Physiological Concepts --- Nervous System Physiological Phenomenon --- Nervous System Physiological Process --- Physiology, Nervous System --- Nervous System Physiologic Processes --- Nervous System Physiological Processes --- Nervous System Physiology --- System Physiology, Nervous --- Nervous System --- DNA Arrays --- DNA Chips --- DNA Microchips --- Gene Chips --- Oligodeoxyribonucleotide Array Sequence Analysis --- Oligonucleotide Microarrays --- Sequence Analysis, Oligonucleotide Array --- cDNA Arrays --- DNA Microarrays --- Oligonucleotide Arrays --- cDNA Microarrays --- Array, DNA --- Array, Oligonucleotide --- Array, cDNA --- Arrays, DNA --- Arrays, Oligonucleotide --- Arrays, cDNA --- Chip, DNA --- Chip, Gene --- Chips, DNA --- Chips, Gene --- DNA Array --- DNA Chip --- DNA Microarray --- DNA Microchip --- Gene Chip --- Microarray, DNA --- Microarray, Oligonucleotide --- Microarray, cDNA --- Microarrays, DNA --- Microarrays, Oligonucleotide --- Microarrays, cDNA --- Microchip, DNA --- Microchips, DNA --- Oligonucleotide Array --- Oligonucleotide Microarray --- cDNA Array --- cDNA Microarray --- Combinatorial Chemistry Techniques --- Nervous System Disorders --- Neurological Disorders --- Neurologic Disorders --- Disease, Nervous System --- Diseases, Nervous System --- Disorder, Nervous System --- Disorder, Neurologic --- Disorder, Neurological --- Disorders, Nervous System --- Disorders, Neurologic --- Disorders, Neurological --- Nervous System Disease --- Nervous System Disorder --- Neurologic Disorder --- Neurological Disorder --- Neurology --- Gene Expression Monitoring --- Transcriptome Analysis --- Gene Expression Pattern Analysis --- Transcript Expression Analysis --- Transcriptome Profiling --- mRNA Differential Display --- Analyses, Transcript Expression --- Analyses, Transcriptome --- Analysis, Transcript Expression --- Analysis, Transcriptome --- Differential Display, mRNA --- Differential Displays, mRNA --- Display, mRNA Differential --- Displays, mRNA Differential --- Gene Expression Monitorings --- Gene Expression Profilings --- Monitoring, Gene Expression --- Monitorings, Gene Expression --- Profiling, Gene Expression --- Profiling, Transcriptome --- Profilings, Gene Expression --- Profilings, Transcriptome --- Transcript Expression Analyses --- Transcriptome Analyses --- Transcriptome Profilings --- mRNA Differential Displays --- Gene Expression --- Transcriptome --- Subtractive Hybridization Techniques --- methods --- physiology --- Gene Expression Microarray Analysis --- Gene Expression Analysis --- Transcriptomics --- Analyses, Gene Expression --- Analysis, Gene Expression --- Expression Analyses, Gene --- Expression Analysis, Gene --- Gene Expression Analyses

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