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"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.
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
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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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