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"Mesenchymal stem cell-derived exosomes are at the forefront of research in two of the most high profile and funded scientific areas--cardiovascular research and stem cells. Mesenchymal Stem Cell Derived Exosomes provides insight into the biofunction and molecular mechanisms, practical tools for research, and looks toward the clinical applications of this exciting phenomenon, which is emerging as an effective diagnostic technique. Primarily focused on the cardiovascular applications where there have been the greatest advancements toward the clinic, this is the first compendium for clinical and biomedical researchers who are interested in integrating MSC-derived exosomes as a diagnostic and therapeutic tool."--

Exosomes --- Nanomedicine --- Cardiovascular Diseases --- Nanotechnology --- Diseases --- Transport Vesicles --- Biomedical Technology --- Technology --- Cytoplasmic Vesicles --- Natural Science Disciplines --- Miniaturization --- Technology, Industry, and Agriculture --- Organelles --- Disciplines and Occupations --- Cytoplasmic Structures --- Technology, Industry, Agriculture --- Cytoplasm --- Intracellular Space --- Cellular Structures --- Cells --- Anatomy --- Cytology --- Biology --- Health & Biological Sciences --- Mesenchymal stem cells. --- Mesenchymal stem cells --- Differentiation. --- Cell differentiation --- Bone marrow stromal cells --- Marrow stromal cells --- MSCs (Mesenchymal stem cells) --- Stromal cells, Bone marrow --- Stromal cells, Marrow --- Multipotent stem cells

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Comprehensively covers protein subcellular localization from single-label prediction to multi-label prediction, and includes prediction strategies for virus, plant, and eukaryote species. Three machine learning tools are introduced to improve classification refinement, feature extraction, and dimensionality reduction.

Artificial intelligence. --- Probability. --- Protein transport. --- Statistics as Topic --- Computing Methodologies --- Biological Transport --- Mathematical Concepts --- Phenomena and Processes --- Health Care Evaluation Mechanisms --- Information Science --- Epidemiologic Methods --- Metabolism --- Public Health --- Investigative Techniques --- Metabolic Phenomena --- Quality of Health Care --- Health Care Quality, Access, and Evaluation --- Analytical, Diagnostic and Therapeutic Techniques and Equipment --- Environment and Public Health --- Health Care --- Probability --- Protein Transport --- Artificial Intelligence --- Human Anatomy & Physiology --- Health & Biological Sciences --- Animal Biochemistry --- 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, Computational --- Intelligence, Machine --- Knowledge Representations (Computer) --- Reasoning, Computer --- Representation, Knowledge (Computer) --- System, Computer Vision --- Systems, Computer Vision --- Vision System, Computer --- Vision Systems, Computer --- Heuristics --- Protein Localization Processes, Cellular --- Protein Sorting --- Protein Trafficking --- Cellular Protein Targeting --- Gated Protein Transport --- Protein Targeting, Cellular --- Protein Translocation --- Transmembrane Protein Transport --- Vesicular Protein Transport --- Protein Transport, Gated --- Protein Transport, Transmembrane --- Protein Transport, Vesicular --- Traffickings, Protein --- Protein Sorting Signals --- Vesicular Transport Proteins --- Probabilities --- Community-Based Distribution --- Contraceptive Distribution --- Delivery of Healthcare --- Dental Care Delivery --- Distribution, Non-Clinical --- Distribution, Nonclinical --- Distributional Activities --- Healthcare --- Healthcare Delivery --- Healthcare Systems --- Non-Clinical Distribution --- Nonclinical Distribution --- Delivery of Dental Care --- Health Care Delivery --- Health Care Systems --- Activities, Distributional --- Activity, Distributional --- Care, Health --- Community Based Distribution --- Community-Based Distributions --- Contraceptive Distributions --- Deliveries, Healthcare --- Delivery, Dental Care --- Delivery, Health Care --- Delivery, Healthcare --- Distribution, Community-Based --- Distribution, Contraceptive --- Distribution, Non Clinical --- Distributional Activity --- Distributions, Community-Based --- Distributions, Contraceptive --- Distributions, Non-Clinical --- Distributions, Nonclinical --- Health Care System --- Healthcare Deliveries --- Healthcare System --- Non Clinical Distribution --- Non-Clinical Distributions --- Nonclinical Distributions --- System, Health Care --- System, Healthcare --- Systems, Health Care --- Systems, Healthcare --- Healthcare Quality, Access, and Evaluation --- Pharmacy Audit --- Quality of Care --- Quality of Healthcare --- Audit, Pharmacy --- Care Quality --- Health Care Quality --- Healthcare Quality --- Pharmacy Audits --- Metabolic Phenomenon --- Metabolic Process --- Metabolism Concepts --- Metabolism Phenomena --- Process, Metabolic --- Processes, Metabolic --- Anabolism --- Catabolism --- Metabolic Concepts --- Metabolic Processes --- Concept, Metabolic --- Concept, Metabolism --- Concepts, Metabolic --- Concepts, Metabolism --- Metabolic Concept --- Metabolism Concept --- Phenomena, Metabolic --- Phenomena, Metabolism --- Phenomenon, Metabolic --- Investigative Technics --- Investigative Technic --- Investigative Technique --- Technic, Investigative --- Technics, Investigative --- Technique, Investigative --- Techniques, Investigative --- Community Health --- Environment, Preventive Medicine & Public Health --- Environment, Preventive Medicine and Public Health --- Health, Community --- Health, Public --- Preventive Medicine --- Education, Public Health Professional --- Epidemiologic Method --- Epidemiological Methods --- Methods, Epidemiologic --- Epidemiological Method --- Method, Epidemiologic --- Method, Epidemiological --- Methods, Epidemiological --- Epidemiology --- Information Sciences --- Science, Information --- Sciences, Information --- Healthcare Evaluation Mechanisms --- Evaluation Mechanism, Healthcare --- Evaluation Mechanisms, Healthcare --- Healthcare Evaluation Mechanism --- Mechanism, Healthcare Evaluation --- Mechanisms, Healthcare Evaluation --- Concept, Mathematical --- Concepts, Mathematical --- Mathematical Concept --- Biologic Transport --- Transport, Biological --- Transport, Biologic --- Transport Vesicles --- Membrane Transport Proteins --- High Performance Computing --- Methodologies, Computing --- Computing Methodology --- Computing, High Performance --- Methodology, Computing --- Performance Computing, High --- Area Analysis --- Estimation Technics --- Estimation Techniques --- Indirect Estimation Technics --- Indirect Estimation Techniques --- Multiple Classification Analysis --- Service Statistics --- Statistical Study --- Statistics, Service --- Tables and Charts as Topic --- Analyses, Area --- Analyses, Multiple Classification --- Area Analyses --- Classification Analyses, Multiple --- Classification Analysis, Multiple --- Estimation Technic, Indirect --- Estimation Technics, Indirect --- Estimation Technique --- Estimation Technique, Indirect --- Estimation Techniques, Indirect --- Indirect Estimation Technic --- Indirect Estimation Technique --- Multiple Classification Analyses --- Statistical Studies --- Studies, Statistical --- Study, Statistical --- Technic, Indirect Estimation --- Technics, Estimation --- Technics, Indirect Estimation --- Technique, Estimation --- Technique, Indirect Estimation --- Techniques, Estimation --- Techniques, Indirect Estimation --- methods --- Proteins --- Machine learning. --- Physiological transport --- Data processing. --- Learning, Machine --- Artificial intelligence --- Machine theory --- Proteids --- Biomolecules --- Polypeptides --- Proteomics --- Bioinformatics. --- Computer Science. --- Proteomics.