2019 2020 predavanje letenje, ronjenje drenjancevicimprovemedDokument se bavi fiziologijom letenja i ronjenja, ističući utjecaj visine na zasićenje arterijske krvi kisikom te aklimatizacijskim procesima tijela na niske razine kisika. Također opisuje patofiziologiju bolesti povezanih s boravkom na velikim nadmorskim visinama i učinke hiperbaričnih uvjeta, uključujući toksičnost kisika i dekompresijsku bolest. Osim toga, raspravlja o fiziološkim problemima u bestežinskom stanju i izazovima tijekom svemirskih letova.
In vitro models of hepatotoxicityimprovemedThis document describes various in vitro models and methods that can be used to study hepatotoxicity, including hepatocyte cell cultures, assays to measure cell viability and metabolic activity (trypan blue dye exclusion test, MTT assay), staining to visualize lipid accumulation (Oil Red O), and techniques to examine gene and protein expression changes (RT-PCR, western blotting). Specifically, it discusses using these methods to establish models of non-alcoholic fatty liver disease (NAFLD) by treating hepatocyte cultures with fatty acids like palmitic and oleic acid, and models of drug-induced hepatotoxicity by treating with acetaminophen or amiodarone. Key readouts include lipid accumulation, apoptosis levels
Etiology of liver diseasesimprovemedThis document summarizes various liver diseases and their etiologies. It discusses alcoholic liver disease, drug-induced liver injury, viral hepatitis infections from hepatitis B, C, and D viruses, autoimmune disorders like autoimmune hepatitis and primary biliary cirrhosis, genetic disorders, non-alcoholic fatty liver disease, cirrhosis, and hepatocellular carcinoma. The liver's important functions are outlined. Causes, pathogenesis, clinical features, diagnosis, and treatment approaches are described for each disease.
An introduction to experimental epidemiology improvemedThis document provides an overview of experimental epidemiology methods. It discusses the key features and types of experimental epidemiology studies, including controlled field trials and community trials. Controlled field trials involve dividing healthy subjects into an exposed group that receives an active substance (like a vaccine) and an unexposed control group that receives a placebo. Community trials involve entire exposed and unexposed communities. Randomized controlled trials, which assign individual subjects randomly to intervention or control groups, are described as the most common experimental method but are covered in more depth separately. Overall, the document outlines the design and purpose of various experimental epidemiology study types.
Genotyping methods of nosocomial infections pathogenimprovemedNosocomial infections afflict around 2 million patients in the US each year, resulting in around 88,000 deaths and $4.5 billion in excess healthcare costs. Understanding the distribution and relatedness of pathogens that cause these infections is important for designing effective control methods. Historically, phenotypic characterization was used, but increasingly molecular or genotyping techniques are being used, including pulsed-field gel electrophoresis, multilocus sequence typing, and polymerase chain reaction-based methods. Studies have shown that integrating molecular typing into infection control programs can significantly reduce infection rates and healthcare costs.
Use of MALDI-TOF in the diagnosis of infectious diseasesimprovemedMALDI-TOF MS has revolutionized clinical microbiology by drastically improving the time needed to identify bacterial cultures from over 24 hours to just a few minutes. Whereas the entire process from sampling to results previously took 2-3 days or more, new methods like MALDI-TOF MS and molecular technology have reduced this to just a few hours or one day. MALDI-TOF MS is a powerful, cost-effective, and easy to implement technique that provides rapid and reliable identification of bacteria and yeast from clinical samples at the genus and species level through analysis of their protein mass spectral signatures.
Molecular microbiology methodsimprovemed1. Molecular microbiology methods like PCR and hybridization have revolutionized clinical diagnostics by enabling fast and direct detection of pathogens from clinical samples.
2. PCR in particular has become a mainstay technique, allowing amplification of specific DNA sequences from small amounts of input DNA. Variations like real-time PCR, multiplex PCR, and broad-range PCR further expanded diagnostic capabilities.
3. Emerging technologies like DNA microarrays promise even greater multiplexing, with the ability to simultaneously genotype large genomic regions or measure expression of many genes, positioning them as promising future molecular diagnostic tools.
Isolated vascular ringsimprovemedThis document provides information about setting up and conducting experiments with isolated organs and tissue rings, including:
1. Describing the mechanical setup for a four-channel system bath for isolated organs.
2. Explaining the preparation of Krebs-Hanseleit solution and common drugs used.
3. Outlining typical experiment protocols, including stabilizing tissues, pre-contraction testing, and assessing endothelial function.
4. Noting that each experiment begins by preparing Krebs-Hanseleit solution and activating the system before surgery and setting rings in wells.
Isolated blood vesselsimprovemedThis document describes the components, work principles, and experimental protocols for using a pressure myograph system to study isolated blood vessels. The system allows measuring vessel diameter in response to drugs and stimuli while maintaining constant temperature. Experiments involve isolating small arteries from rats and attaching them to glass micropipettes in a chamber filled with physiological salt solution. Vessel diameter is recorded under varying pressures and drug exposures to study endothelial function and vasoactive mechanisms. Statistical analysis of diameter changes under different conditions uses repeated measures ANOVA to compare responses between experimental groups.
Notes for Measuring blood flow and reactivity of the blood vessels in the ski...improvemedThis document describes the laser Doppler flowmetry (LDF) method for measuring blood flow in the microcirculation of skin. Specifically, it discusses post-occlusive reactive hyperemia (PORH) testing using LDF to assess microvascular reactivity by inducing a brief occlusion of blood vessels. It also covers iontophoresis of acetylcholine and sodium nitroprusside combined with LDF to evaluate endothelium-dependent and independent vasodilation respectively. Standardization of methods like occlusion duration and probe placement is important for reproducibility. LDF provides a general index of microvascular function rather than direct flow measurements.
Notes for STAINING AND ANALYSIS of HISTOLOGICAL PREPARATIONSimprovemedThis document provides an overview of histological staining techniques. It discusses how histological preparations are stained using interactions between dyes, solvents, and tissue components. Different staining methods result in different colors that highlight various structures. A classic example is hematoxylin and eosin staining, where hematoxylin stains acidic components blue and eosin stains basic components pink. Specialized staining techniques also exist, such as immunohistochemistry. Proper staining selection depends on the tissue and research goals. Histological preparations are then analyzed under a microscope to study cell and tissue morphology.
Notes for Fixation of tissues and organs for educational and scientific purposesimprovemedFixation of tissues and organs is done to preserve them for scientific and educational purposes. Various chemical fixatives are used including formaldehyde, alcohols, and acids. Formaldehyde cross-links proteins to harden the tissue while maintaining the original structure. Several fixation protocols are used for different purposes, balancing preservation of color and long-term durability. Key steps include diffusion or injection of fixatives, followed by storage in preservative solutions. Proper fixation and storage are necessary to prevent degradation over time.
Notes for improvemedThe document summarizes the process of preparing tissue samples for histological analysis, including fixation, dehydration, infiltration/embedding, sectioning, staining, and examination. Key steps involve fixing tissues to prevent degradation, dehydrating using increasing alcohol concentrations, infiltrating with paraffin wax or resin for structural support during sectioning, precisely cutting thin sections, mounting them to glass slides, staining, and examining under a microscope. The quality of prepared samples depends on carefully following each step of the preparation process.
Notes for The principle and performance of capillary electrophoresisimprovemedThis document provides an overview of capillary electrophoresis (CE). It begins by introducing CE and its advantages over other separation techniques. It then describes the basic theory behind CE, including electrophoretic mobility, electroosmotic flow, and how samples migrate through the capillary when an electric field is applied. The document details the key components of a CE instrument and various CE separation techniques such as capillary zone electrophoresis, micellar electrokinetic chromatography, and capillary isoelectric focusing. It focuses on the principles and applications of CE.
Notes for The principle and performance of liquid chromatography–mass spectro...improvemedThis document provides an overview of liquid chromatography-mass spectrometry (LC-MS). It describes the basic components and functioning of an LC-MS system, including the liquid chromatograph and mass spectrometer connected by an interface. The document discusses various ionization sources like electrospray ionization and atmospheric pressure chemical ionization, as well as mass analyzers like quadrupoles and time-of-flight analyzers. It also covers detectors used in LC-MS like electron multipliers and photomultipliers. Overall, the document serves as a technical introduction to the principles and components of LC-MS.
Notes for Cell Culture Basic TechniquesimprovemedThis document provides an overview of basic cell culture techniques. It discusses the history of cell culture, defining primary and secondary cell cultures. It describes different types of cell lines and how cells grow as monolayers or in suspension. The document outlines the key equipment needed for a cell culture laboratory, including biosafety cabinets, CO2 incubators, centrifuges, microscopes, and supplies. It emphasizes the importance of aseptic technique to prevent microbial contamination when working with cell cultures.
Big datasetsimprovemedThis document discusses systems biology and its goals of understanding how biological molecules interact and systems function as a whole. It covers:
1) Systems biology uses large datasets from "omics" experiments and computational models to understand complex biological interactions beyond individual molecules.
2) Pioneering work used microarrays to measure thousands of genes in serum-stimulated cells, finding over 500 changed in proliferation.
3) The field aims to discover emergent system properties and functions not evident from separate parts, like switches that change cell behavior.
Systems biology for Medicine' is 'Experimental methods and the big datasetsimprovemedThis document discusses experimental methods used in systems biology to generate large datasets, including microarrays, sequencing-based methods, mass spectrometry, and liquid chromatography. It explains that systems biology studies must be quantitative and enable computational modeling. Key methods covered are microarrays, RNA-seq, ChIP-seq, whole-genome sequencing, whole-exome sequencing, proteomics using mass spectrometry, and combining liquid chromatography with mass spectrometry for lipidomics, metabolomics and glycomics. Sources of variation are also discussed for genomic and proteomic studies.
Systems biology for medical students/Systems medicineimprovemedSystems biology takes a holistic approach to studying biological systems by considering all the interactions within a system and how they generate complex behaviors. Lecture 1 introduces key concepts in systems biology like how increasing levels of biological organization give rise to new system properties like robustness. Lecture 2 discusses experimental methods like genomics, proteomics, and metabolomics that generate large data sets for systems analysis. Lecture 3 covers mathematical and statistical tools for analyzing these data sets, such as using differential equations to model signaling networks. Lecture 4 provides examples of medical applications of systems biology in finding diagnostic markers, personalizing therapy, and predicting disease interactions from human disease networks, with the future of medicine taking a more predictive, preventive, and personalized approach
Use casesimprovemedThe document discusses several use cases for applying data mining and machine learning techniques in healthcare and biomedical research. Three examples are:
1) Early diagnosis of cancers like lung cancer and breast cancer through predictive modeling of patient data to detect cancers at earlier stages when survival rates are higher.
2) Predicting patient responses to drug therapies for cancers like breast cancer by combining different types of molecular profiling data using techniques like support vector machines and random forests.
3) Using imaging data and temporal analysis of metrics like medication purchases to better understand and predict chronic diseases like diabetes and associated health complications.
Basic course for computer based methodsimprovemedThe document discusses various data mining methods. It describes data mining as seeking patterns within large databases. Common data mining methods mentioned include clustering, regression, rule extraction, and data visualization. Machine learning algorithms often used for health data include logistic regression, support vector machines, decision trees, and neural networks. The document also discusses newer techniques like graph-based data mining, topological data mining, and data visualization for exploring complex data.
Medicine as data scienceimprovemedThis document discusses biomedical informatics and the increasing role of data in medicine. It notes that medicine is becoming a more data-intensive field due to growing sources of electronic health data. Biomedical data is often large in volume, diverse, complex, weakly structured, noisy, and inconsistent. Extracting knowledge from this "big data" through techniques like data mining, machine learning, and integrating human-computer interaction can provide insights to improve healthcare outcomes. Key applications include personalized and predictive medicine through patient stratification and risk analysis. However, overcoming obstacles like heterogeneous and non-standardized data is challenging.
Basic Immunology 21 26improvemedThis document discusses hypersensitivity reactions and autoimmune diseases. It describes the four types of hypersensitivity reactions according to the Gell and Coombs classification: Type I (immediate), Type II (cytotoxic), Type III (immune complex-mediated), and Type IV (delayed type hypersensitivity). It provides details on the mechanisms and examples of each type. The document then discusses immunological tolerance, including central and peripheral tolerance. It explains how a breakdown in tolerance can lead to autoimmune diseases and provides examples like Graves' disease, myasthenia gravis, hemolytic anemia, and systemic lupus erythematosus.
Basic Immunology 11-20improvemedThe document discusses lymphocyte development and antigen receptor gene rearrangement. It covers the following key points:
1. Lymphocyte development involves commitment to the B or T cell lineage, proliferation of progenitors, rearrangement of antigen receptor genes, selection checkpoints, and differentiation into distinct subpopulations.
2. B cells undergo gene rearrangement and development in the bone marrow before migrating to peripheral lymphoid organs. T cells develop through similar processes in the thymus.
3. During development, gene rearrangement generates diversity in antigen receptor genes, and selection checkpoints ensure that only lymphocytes with functional receptors will mature and enter the peripheral immune system.
Basic immunology 1 10improvemedThis document provides an overview of basic immunology concepts. It begins with definitions of key immunology terms like immunity, immunology, antigen, and discusses the historical figures Edward Jenner and Louis Pasteur who were pioneers in vaccination. It then discusses the components of the immune system including organs like the bone marrow, thymus, lymph nodes, and spleen. It provides information on cells of the immune system like antigen presenting cells, T and B lymphocytes, and effector cells. It also discusses molecular components of antigen recognition including antibodies, T cell receptors, B cell receptors, and the major histocompatibility complex.
Primjeri upotrebeimprovemedDokument se bavi primjenom biomedicinske informatike u ranom otkrivanju raka, predikciji terapijskih odgovora i korištenju dijagnostičkih alata za kronične bolesti. Razvijaju se tehnike poput analize podataka i omics pristupa za poboljšanje dijagnoze i razumijevanja bolesti, uključujući istraživanja ljudskog mikrobioma i inovacije u razvoju cjepiva. Također se razmatraju vremenske analize serija za predviđanje zdravstvenih ishoda, posebno u kontekstu dijabetesa.
Osnovni tečaj računalnih metoda improvemedDokument opisuje metode rudarenja podataka (data mining) koje kombiniraju umjetnu inteligenciju, strojno učenje i statistiku za analizu velikih skupova podataka, posebno u zdravstvenim znanostima. Istaknute su različite tehnike poput klasteriranja, logističke regresije i umjetnih neuronskih mreža, te njihova primjena u predikciji i klasifikaciji podataka. Također se raspravlja o važnosti vizualizacije podataka za bolje razumijevanje složenosti informacija.
Medicina kao znanost podatakaimprovemedDokument se fokusira na razvoj biomedicinske informatike i kako veliki podaci transformiraju medicinu putem digitalizacije, analize i nove pristupa personaliziranoj medicini. Ističe izazove s heterogenim podacima, potrebom za integracijom i analizi te važnost znanja koja se može izvući iz tih podataka za poboljšanje zdravstvenih ishoda. Također se raspravlja o ulozi strojnog učenja i metoda otkrivanja podataka u zdravstvenoj praksi.
Dynamic Physical Education For Secondary School Students 7th Edition Darst Te...lpzrvlk486Dynamic Physical Education For Secondary School Students 7th Edition Darst Test Bank
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The Tools of Government: A Guide to the New Governance 1st Editionkaubxurs1992The Tools of Government: A Guide to the New Governance 1st Edition
The Tools of Government: A Guide to the New Governance 1st Edition
The Tools of Government: A Guide to the New Governance 1st Edition
Isolated blood vesselsimprovemedThis document describes the components, work principles, and experimental protocols for using a pressure myograph system to study isolated blood vessels. The system allows measuring vessel diameter in response to drugs and stimuli while maintaining constant temperature. Experiments involve isolating small arteries from rats and attaching them to glass micropipettes in a chamber filled with physiological salt solution. Vessel diameter is recorded under varying pressures and drug exposures to study endothelial function and vasoactive mechanisms. Statistical analysis of diameter changes under different conditions uses repeated measures ANOVA to compare responses between experimental groups.
Notes for Measuring blood flow and reactivity of the blood vessels in the ski...improvemedThis document describes the laser Doppler flowmetry (LDF) method for measuring blood flow in the microcirculation of skin. Specifically, it discusses post-occlusive reactive hyperemia (PORH) testing using LDF to assess microvascular reactivity by inducing a brief occlusion of blood vessels. It also covers iontophoresis of acetylcholine and sodium nitroprusside combined with LDF to evaluate endothelium-dependent and independent vasodilation respectively. Standardization of methods like occlusion duration and probe placement is important for reproducibility. LDF provides a general index of microvascular function rather than direct flow measurements.
Notes for STAINING AND ANALYSIS of HISTOLOGICAL PREPARATIONSimprovemedThis document provides an overview of histological staining techniques. It discusses how histological preparations are stained using interactions between dyes, solvents, and tissue components. Different staining methods result in different colors that highlight various structures. A classic example is hematoxylin and eosin staining, where hematoxylin stains acidic components blue and eosin stains basic components pink. Specialized staining techniques also exist, such as immunohistochemistry. Proper staining selection depends on the tissue and research goals. Histological preparations are then analyzed under a microscope to study cell and tissue morphology.
Notes for Fixation of tissues and organs for educational and scientific purposesimprovemedFixation of tissues and organs is done to preserve them for scientific and educational purposes. Various chemical fixatives are used including formaldehyde, alcohols, and acids. Formaldehyde cross-links proteins to harden the tissue while maintaining the original structure. Several fixation protocols are used for different purposes, balancing preservation of color and long-term durability. Key steps include diffusion or injection of fixatives, followed by storage in preservative solutions. Proper fixation and storage are necessary to prevent degradation over time.
Notes for improvemedThe document summarizes the process of preparing tissue samples for histological analysis, including fixation, dehydration, infiltration/embedding, sectioning, staining, and examination. Key steps involve fixing tissues to prevent degradation, dehydrating using increasing alcohol concentrations, infiltrating with paraffin wax or resin for structural support during sectioning, precisely cutting thin sections, mounting them to glass slides, staining, and examining under a microscope. The quality of prepared samples depends on carefully following each step of the preparation process.
Notes for The principle and performance of capillary electrophoresisimprovemedThis document provides an overview of capillary electrophoresis (CE). It begins by introducing CE and its advantages over other separation techniques. It then describes the basic theory behind CE, including electrophoretic mobility, electroosmotic flow, and how samples migrate through the capillary when an electric field is applied. The document details the key components of a CE instrument and various CE separation techniques such as capillary zone electrophoresis, micellar electrokinetic chromatography, and capillary isoelectric focusing. It focuses on the principles and applications of CE.
Notes for The principle and performance of liquid chromatography–mass spectro...improvemedThis document provides an overview of liquid chromatography-mass spectrometry (LC-MS). It describes the basic components and functioning of an LC-MS system, including the liquid chromatograph and mass spectrometer connected by an interface. The document discusses various ionization sources like electrospray ionization and atmospheric pressure chemical ionization, as well as mass analyzers like quadrupoles and time-of-flight analyzers. It also covers detectors used in LC-MS like electron multipliers and photomultipliers. Overall, the document serves as a technical introduction to the principles and components of LC-MS.
Notes for Cell Culture Basic TechniquesimprovemedThis document provides an overview of basic cell culture techniques. It discusses the history of cell culture, defining primary and secondary cell cultures. It describes different types of cell lines and how cells grow as monolayers or in suspension. The document outlines the key equipment needed for a cell culture laboratory, including biosafety cabinets, CO2 incubators, centrifuges, microscopes, and supplies. It emphasizes the importance of aseptic technique to prevent microbial contamination when working with cell cultures.
Big datasetsimprovemedThis document discusses systems biology and its goals of understanding how biological molecules interact and systems function as a whole. It covers:
1) Systems biology uses large datasets from "omics" experiments and computational models to understand complex biological interactions beyond individual molecules.
2) Pioneering work used microarrays to measure thousands of genes in serum-stimulated cells, finding over 500 changed in proliferation.
3) The field aims to discover emergent system properties and functions not evident from separate parts, like switches that change cell behavior.
Systems biology for Medicine' is 'Experimental methods and the big datasetsimprovemedThis document discusses experimental methods used in systems biology to generate large datasets, including microarrays, sequencing-based methods, mass spectrometry, and liquid chromatography. It explains that systems biology studies must be quantitative and enable computational modeling. Key methods covered are microarrays, RNA-seq, ChIP-seq, whole-genome sequencing, whole-exome sequencing, proteomics using mass spectrometry, and combining liquid chromatography with mass spectrometry for lipidomics, metabolomics and glycomics. Sources of variation are also discussed for genomic and proteomic studies.
Systems biology for medical students/Systems medicineimprovemedSystems biology takes a holistic approach to studying biological systems by considering all the interactions within a system and how they generate complex behaviors. Lecture 1 introduces key concepts in systems biology like how increasing levels of biological organization give rise to new system properties like robustness. Lecture 2 discusses experimental methods like genomics, proteomics, and metabolomics that generate large data sets for systems analysis. Lecture 3 covers mathematical and statistical tools for analyzing these data sets, such as using differential equations to model signaling networks. Lecture 4 provides examples of medical applications of systems biology in finding diagnostic markers, personalizing therapy, and predicting disease interactions from human disease networks, with the future of medicine taking a more predictive, preventive, and personalized approach
Use casesimprovemedThe document discusses several use cases for applying data mining and machine learning techniques in healthcare and biomedical research. Three examples are:
1) Early diagnosis of cancers like lung cancer and breast cancer through predictive modeling of patient data to detect cancers at earlier stages when survival rates are higher.
2) Predicting patient responses to drug therapies for cancers like breast cancer by combining different types of molecular profiling data using techniques like support vector machines and random forests.
3) Using imaging data and temporal analysis of metrics like medication purchases to better understand and predict chronic diseases like diabetes and associated health complications.
Basic course for computer based methodsimprovemedThe document discusses various data mining methods. It describes data mining as seeking patterns within large databases. Common data mining methods mentioned include clustering, regression, rule extraction, and data visualization. Machine learning algorithms often used for health data include logistic regression, support vector machines, decision trees, and neural networks. The document also discusses newer techniques like graph-based data mining, topological data mining, and data visualization for exploring complex data.
Medicine as data scienceimprovemedThis document discusses biomedical informatics and the increasing role of data in medicine. It notes that medicine is becoming a more data-intensive field due to growing sources of electronic health data. Biomedical data is often large in volume, diverse, complex, weakly structured, noisy, and inconsistent. Extracting knowledge from this "big data" through techniques like data mining, machine learning, and integrating human-computer interaction can provide insights to improve healthcare outcomes. Key applications include personalized and predictive medicine through patient stratification and risk analysis. However, overcoming obstacles like heterogeneous and non-standardized data is challenging.
Basic Immunology 21 26improvemedThis document discusses hypersensitivity reactions and autoimmune diseases. It describes the four types of hypersensitivity reactions according to the Gell and Coombs classification: Type I (immediate), Type II (cytotoxic), Type III (immune complex-mediated), and Type IV (delayed type hypersensitivity). It provides details on the mechanisms and examples of each type. The document then discusses immunological tolerance, including central and peripheral tolerance. It explains how a breakdown in tolerance can lead to autoimmune diseases and provides examples like Graves' disease, myasthenia gravis, hemolytic anemia, and systemic lupus erythematosus.
Basic Immunology 11-20improvemedThe document discusses lymphocyte development and antigen receptor gene rearrangement. It covers the following key points:
1. Lymphocyte development involves commitment to the B or T cell lineage, proliferation of progenitors, rearrangement of antigen receptor genes, selection checkpoints, and differentiation into distinct subpopulations.
2. B cells undergo gene rearrangement and development in the bone marrow before migrating to peripheral lymphoid organs. T cells develop through similar processes in the thymus.
3. During development, gene rearrangement generates diversity in antigen receptor genes, and selection checkpoints ensure that only lymphocytes with functional receptors will mature and enter the peripheral immune system.
Basic immunology 1 10improvemedThis document provides an overview of basic immunology concepts. It begins with definitions of key immunology terms like immunity, immunology, antigen, and discusses the historical figures Edward Jenner and Louis Pasteur who were pioneers in vaccination. It then discusses the components of the immune system including organs like the bone marrow, thymus, lymph nodes, and spleen. It provides information on cells of the immune system like antigen presenting cells, T and B lymphocytes, and effector cells. It also discusses molecular components of antigen recognition including antibodies, T cell receptors, B cell receptors, and the major histocompatibility complex.
Primjeri upotrebeimprovemedDokument se bavi primjenom biomedicinske informatike u ranom otkrivanju raka, predikciji terapijskih odgovora i korištenju dijagnostičkih alata za kronične bolesti. Razvijaju se tehnike poput analize podataka i omics pristupa za poboljšanje dijagnoze i razumijevanja bolesti, uključujući istraživanja ljudskog mikrobioma i inovacije u razvoju cjepiva. Također se razmatraju vremenske analize serija za predviđanje zdravstvenih ishoda, posebno u kontekstu dijabetesa.
Osnovni tečaj računalnih metoda improvemedDokument opisuje metode rudarenja podataka (data mining) koje kombiniraju umjetnu inteligenciju, strojno učenje i statistiku za analizu velikih skupova podataka, posebno u zdravstvenim znanostima. Istaknute su različite tehnike poput klasteriranja, logističke regresije i umjetnih neuronskih mreža, te njihova primjena u predikciji i klasifikaciji podataka. Također se raspravlja o važnosti vizualizacije podataka za bolje razumijevanje složenosti informacija.
Medicina kao znanost podatakaimprovemedDokument se fokusira na razvoj biomedicinske informatike i kako veliki podaci transformiraju medicinu putem digitalizacije, analize i nove pristupa personaliziranoj medicini. Ističe izazove s heterogenim podacima, potrebom za integracijom i analizi te važnost znanja koja se može izvući iz tih podataka za poboljšanje zdravstvenih ishoda. Također se raspravlja o ulozi strojnog učenja i metoda otkrivanja podataka u zdravstvenoj praksi.
Dynamic Physical Education For Secondary School Students 7th Edition Darst Te...lpzrvlk486Dynamic Physical Education For Secondary School Students 7th Edition Darst Test Bank
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The Tools of Government: A Guide to the New Governance 1st Editionkaubxurs1992The Tools of Government: A Guide to the New Governance 1st Edition
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Essentials of Nursing Leadership and Management 6th edition Weiss Test Bankxxricnxvze853Essentials of Nursing Leadership and Management 6th edition Weiss Test Bank
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Outreach Works Strategies for Expanding Health Access in Communities Michael ...azhxpcuhh1521Outreach Works Strategies for Expanding Health Access in Communities Michael Dechiara
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Successful Project Management 7th Edition Gido Test Bankcezmbtdj268Successful Project Management 7th Edition Gido Test Bank
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The Handbook of Media and Mass Communication Theory 2 Volume Set 1st Edition ...veinbdkhyy9982The Handbook of Media and Mass Communication Theory 2 Volume Set 1st Edition Robert S. Fortner
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3. Kísérleti vizsgálatok
zavaró tényezők általában nem jelentenek problémát a
kísérleti vizsgálatokban
az epidemiológusok általában az emberi populációkat
tanulmányozzák (főként megfigyelésit)
A kísérleti vizsgálatokat nagyrészt az orvosi
alaptudományokban használják, ahol a kutatók
állatkísérleteket terveznek
4. Kísérleti vizsgálatok
a kísérleti vizsgálatok során a vizsgálatot végző személynek
„ellenőrzése” van a vizsgálati tényező felett
a kutató meghatározza, hogy a vizsgált alanyok melyik
hatóanyagot kapják, és ki nem kap hatóanyagot
a kontrollcsoport a placebót vagy a piacon létező legjobb
gyógyszert kapja – az un. arany standardot
5. Kísérleti vizsgálatok
a vizsgált csoportokban (a vizsgált hatóanyagnak kitett és
annak nem kitett) a betegek osztályozásának legjobb módja
a randomizáció, ami jelzi a csoportok véletlenszerű eloszlását
a csoportokban
A randomizációt elsősorban a zavaró tényezők hatásainak
kiküszöbölésére használják
6. Kísérleti vizsgálatok
ha kísérleti vizsgálatokat alkalmazunk epidemiológiában,
nagyon erős bizonyítékokat kaphatunk
ezeket a vizsgálatokat nem szabad végrehajtani addig, amíg
az ok-okozati vagy kockázati viszony valószínűségét nem
megfelelően határozták meg a más típusú tanulmányok
alapján
7. A kísérleti vizsgálatok típusai
randomizált kontrollált vizsgálat (RCT)
ellenőrzött tereppróba (CFT)
közösségi kipróbálás (CT)
8.
Randomizált kontrollált vizsgálat (RCT)
Az RCT fő célja az, hogy értékelje a terápiás megközelítést
azoknál a betegeknél, akiket a vizsgálatban külön-külön
vettek fel
az RCT-ben a gyógyszerek, a sebészeti eljárások, bizonyos
fizikai terápiás módszerek és egyéb terápiás módszerek
hatását vizsgálhatjuk
9. Ellenőrzött tereppróba (CFT)
a CFT-ben a prevenciós beavatkozások leggyakrabban az
egészséges egyénekre gyakorolt hatását szeretnénk felmérni,
amelyek egyenként szerepelnek a tanulmányban
A CFT-t leggyakrabban egy vakcina hatékonyságának
vizsgálatakor alkalmazták
10. Ellenőrzött tereppróba (CFT)
A Salk Polio Vaccine Field
Trial - Jonas Salk 1957.
február 26-án a Pittsburghi
Egyetem aulájában polio
(gyermekbénulás elleni)
védőoltást adott be. A
vakcinát Salk és csapata hozta
létre
gyermekbénulás
11. Ellenőrzött tereppróba (CFT)
ellentétben az RCT-vel, a CFT leggyakrabban egészséges
alanyokat tartalmaz, és a mintavételt a lakosságból végzik
a vakcina hatékonyságának és biztonságosságának
vizsgálata során az egészséges személyeket két csoportra kell
osztanunk, az egyiket, amely megkapja a hatóanyagot (kitett
csoport), a másik pedig placebót kap (nem expozíciós
csoport)
12. Ellenőrzött tereppróba (CFT)
ebben a kísérleti vizsgálatban többféle módon is
megjeleníthetjük az eredményeket:
relatív kockázat
túlélési görbék
a vizsgált vakcina hatékonysága (a populáció
megelőzhető frakciójának kiszámítása - PPF)
13. A népességben megelőzhető része (PPF)
elmondja, hogy a betegség újonnan diagnosztizált
eseteinek aránya a populáció szintjén megelőzhető, ha
a populációban megelőző intézkedést alkalmazunk
𝑃𝑃𝐹 % =
𝑝 1 − 𝑅𝑅
𝑝 1 − 𝑅𝑅 + 𝑅𝑅
× 100
p – a védőfaktornak kitett lakosság aránya
RR – relatív kockázat
14. Közösségi vizsgálatok (CT)
a közösségi próba egy olyan kísérleti tanulmány, amely
legalább két egész közösséget foglal magában, az egyik kitett,
a másik nem kitett
a védőfaktorok némelyikét nem lehet vizsgálni az
egyéneknél, mert egy adott földrajzi terület minden lakója ki
van téve ezeknek a tényezőknek
15. Közösségi vizsgálatok (CT)
ebben az esetben a földrajzi terület minden lakója, amely
védőfaktornak van kitéve, szerepel a tanulmányban, a
kontroll csoportban egy másik földrajzi terület lakosai
vannak, ahol ez a tényező hiányzik
16. Közösségi vizsgálatok (CT)
az egyik legismertebb
közösségi kísérlet 1944-ben
kezdődött az Egyesült
Államokban, amely a víz
fluoridációnak a fogak
egészségére
gyakorolt hatását vizsgálta
gyermekeknél.
17. Természeti kísérlet
a természeti kísérlet nem egy kísérletfajta
a természeti kísérlet kifejezés megfigyelési epidemiológiai
tanulmányok esetében olyan szerencsétlen események
vizsgálatát jelenti, mint a természeti katasztrófák (pl. árvíz,
tűz vagy földrengés), vagy az emberi hibák és gondatlanság
okozta balesetek (például Csernobili katasztrófa és metil-
higanymérgezés) a Minamata-öbölben Japánban)
18. Kísérleti vizsgálat? (jelölje meg a helyes választ)
a zavaró tényezők általában nagy problémát jelentenek a
kísérleti vizsgálatokban
Helytelen
zavaró tényezők általában nem jelentenek problémát a
kísérleti vizsgálatokban
HELYES
19. Ellenőrzött tereppróba (CFT)? (jelölje meg a helyes választ)
A CFT-t leggyakrabban egy vakcina hatékonyságának
vizsgálatakor alkalmazták
HELYES
A sebészeti beavatkozás hatékonyságának vizsgálatakor a CFT-t
leginkább gyakran alkalmazzák
HELYTELEN
AngolAngol
20. Közösségi próba (CT)? (jelölje meg a helyes választ)
a közösségi próba olyan elemző tanulmány, amely legalább két
egész közösséget foglal magában, az egyik kitett, a másik nem
HELYTELEN
a közösségi próba egy olyan kísérleti tanulmány, amely
legalább két egész közösséget foglal magában, az egyik kitett, a
másik nem
HELYES