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Statistical Modeling for Biomedical Researchers

Statistical Modeling for Biomedical Researchers PDF Author: William D. Dupont
Publisher: Cambridge University Press
ISBN: 0521849527
Category : Medical
Languages : en
Pages : 543

Book Description
A second edition of the easy-to-use standard text guiding biomedical researchers in the use of advanced statistical methods.

Statistical Modeling for Biomedical Researchers

Statistical Modeling for Biomedical Researchers PDF Author: William D. Dupont
Publisher: Cambridge University Press
ISBN: 0521849527
Category : Medical
Languages : en
Pages : 543

Book Description
A second edition of the easy-to-use standard text guiding biomedical researchers in the use of advanced statistical methods.

Sourcebook of Models for Biomedical Research

Sourcebook of Models for Biomedical Research PDF Author: P. Michael Conn
Publisher: Springer Science & Business Media
ISBN: 1588299333
Category : Medical
Languages : en
Pages : 756

Book Description
The collection of systems represented in Sourcebook of genomic programs, although this work is certainly well Models for Biomedical Research is an effort to re?ect the represented and indexed. diversity and utility of models that are used in biomedicine. Some models have been omitted due to page limitations That utility is based on the consideration that observations and we have encouraged the authors to use tables and made in particular organisms will provide insight into the ? gures to make comparisons of models so that observations workings of other, more complex, systems. Even the cell not available in primary publications can become useful to cycle in the simple yeast cell has similarities to that in the reader. humans and regulation with similar proteins occurs. We thank Richard Lansing and the staff at Humana for Some models have the advantage that the reproductive, guidance through the publication process. mitotic, development or aging cycles are rapid compared As this book was entering production, we learned of the with those in humans; others are utilized because individual loss of Tom Lanigan, Sr. Tom was a leader and innovator proteins may be studied in an advantageous way and that in scienti?c publishing and a good friend and colleague to have human homologs. Other organisms are facile to grow all in the exploratory enterprise. We dedicate this book to in laboratory settings or lend themselves to convenient analy- his memory. We will miss him greatly.

Statistical Modeling in Biomedical Research

Statistical Modeling in Biomedical Research PDF Author: Yichuan Zhao
Publisher: Springer Nature
ISBN: 3030334163
Category : Medical
Languages : en
Pages : 495

Book Description
This edited collection discusses the emerging topics in statistical modeling for biomedical research. Leading experts in the frontiers of biostatistics and biomedical research discuss the statistical procedures, useful methods, and their novel applications in biostatistics research. Interdisciplinary in scope, the volume as a whole reflects the latest advances in statistical modeling in biomedical research, identifies impactful new directions, and seeks to drive the field forward. It also fosters the interaction of scholars in the arena, offering great opportunities to stimulate further collaborations. This book will appeal to industry data scientists and statisticians, researchers, and graduate students in biostatistics and biomedical science. It covers topics in: Next generation sequence data analysis Deep learning, precision medicine, and their applications Large scale data analysis and its applications Biomedical research and modeling Survival analysis with complex data structure and its applications.

Three Dimensional Human Organotypic Models for Biomedical Research

Three Dimensional Human Organotypic Models for Biomedical Research PDF Author: Fabio Bagnoli
Publisher: Springer Nature
ISBN: 3030624528
Category : Medical
Languages : en
Pages : 265

Book Description
This edited volume discusses the application of very diverse human organotypic models in major areas of biomedical research. The authors lay a main focus on infectious diseases, cancer, allergies, as well as drug/vaccine discovery and toxicology studies. Representing a valid alternative to laboratory animals, these models are relevant for most areas of translational research. As the contemporary research shows, many human tissues can today be cultivated in vitro and used for several research objectives. This book provides an unprecedented overview of recent developments in an exciting field of research methodology. It is a reference guide for scientists in both academia and industry. Readers can update their knowledge and get hands-on recommendations on how to set up an organotypic model in their lab. Chapters 'Progress on Reconstructed Human Skin Models for Allergy Research and Identifying Contact Sensitizers' and 'Human Organotypic Models for Anti-infective Research' of this book are available open access under a CC BY 4.0 license at link.springer.com.

Computational Modeling in Biomedical Engineering and Medical Physics

Computational Modeling in Biomedical Engineering and Medical Physics PDF Author: Alexandru Morega
Publisher: Academic Press
ISBN: 0128178973
Category : Science
Languages : en
Pages : 320

Book Description
Mathematical and numerical modelling of engineering problems in medicine is aimed at unveiling and understanding multidisciplinary interactions and processes and providing insights useful to clinical care and technology advances for better medical equipment and systems. When modelling medical problems, the engineer is confronted with multidisciplinary problems of electromagnetism, heat and mass transfer, and structural mechanics with, possibly, different time and space scales, which may raise concerns in formulating consistent, solvable mathematical models. Computational Medical Engineering presents a number of engineering for medicine problems that may be encountered in medical physics, procedures, diagnosis and monitoring techniques, including electrical activity of the heart, hemodynamic activity monitoring, magnetic drug targeting, bioheat models and thermography, RF and microwave hyperthermia, ablation, EMF dosimetry, and bioimpedance methods. The authors discuss the core approach methodology to pose and solve different problems of medical engineering, including essentials of mathematical modelling (e.g., criteria for well-posed problems); physics scaling (homogenization techniques); Constructal Law criteria in morphing shape and structure of systems with internal flows; computational domain construction (CAD and, or reconstruction techniques based on medical images); numerical modelling issues, and validation techniques used to ascertain numerical simulation results. In addition, new ideas and venues to investigate and understand finer scale models and merge them into continuous media medical physics are provided as case studies. Presents the fundamentals of mathematical and numerical modeling of engineering problems in medicine Discusses many of the most common modelling scenarios for Biomedical Engineering, including, electrical activity of the heart hemodynamic activity monitoring, magnetic drug targeting, bioheat models and thermography, RF and microwave hyperthermia, ablation, EMF dosimetry, and bioimpedance methods Includes discussion of the core approach methodology to pose and solve different problems of medical engineering, including essentials of mathematical modelling, physics scaling, Constructal Law criteria in morphing shape and structure of systems with internal flows, computational domain construction, numerical modelling issues, and validation techniques used to ascertain numerical simulation results

Biomedical Models and Resources

Biomedical Models and Resources PDF Author: National Research Council
Publisher: National Academies Press
ISBN: 0309060354
Category : Science
Languages : en
Pages : 85

Book Description
Printbegrænsninger: Der kan printes 10 sider ad gangen og max. 40 sider pr. session.

Introduction to Modeling in Physiology and Medicine

Introduction to Modeling in Physiology and Medicine PDF Author: Claudio Cobelli
Publisher: Elsevier
ISBN: 0080559980
Category : Technology & Engineering
Languages : en
Pages : 337

Book Description
This unified modeling textbook for students of biomedical engineering provides a complete course text on the foundations, theory and practice of modeling and simulation in physiology and medicine. It is dedicated to the needs of biomedical engineering and clinical students, supported by applied BME applications and examples. Developed for biomedical engineering and related courses: speaks to BME students at a level and in a language appropriate to their needs, with an interdisciplinary clinical/engineering approach, quantitative basis, and many applied examples to enhance learning Delivers a quantitative approach to modeling and also covers simulation: the perfect foundation text for studies across BME and medicine Extensive case studies and engineering applications from BME, plus end-of-chapter exercises

Using Animal Models in Biomedical Research

Using Animal Models in Biomedical Research PDF Author: Pierce K. H. Chow
Publisher: World Scientific
ISBN: 9812812024
Category : Medical
Languages : en
Pages : 309

Book Description
Ch. 1. Scientific considerations and choice of species. ch. 1.1. The rationale for the use of animal models in biomedical research / Pierce Chow. ch. 1.2. Experimental animal models in biomedical resarch / Robert Ng. ch. 1.3. Nonhuman primates as models in biomedical research / Jason Vilano and Bryan Ogden -- ch. 2. Regulatory considerations in the use of animal models. ch. 2.1. Laws, regulations and guidelines for biomedical research in Singapore / Boon Theng Kuah. ch. 2.2. The functions of the institutional animal care and use committee / Pierce Chow. ch. 2.3. Responsibilities of principal investigators and research protocol evaluation / Hock Soo Ong. ch. 2.4. The 3R's, research variables and the use of alternatives / Hock Soo Ong. ch. 2.5. Use of statistics as determinant for number of animals used / Huihua Li. ch. 2.6. The advantages of accreditation with AAALAC / Bryan Ogden -- ch. 3. Animal handling and surgical procedures. ch. 3.1. General handling, restraint, oral dosing/gavage and injections in laboratory animals / Bryan Ogden. ch. 3.2. Blood collection from laboratory animals / Jason Villano. ch. 3.3. Antibiotic coverage and therapy / Darvi Sergio. ch. 3.4. Animal preparation and transport / Robert Ng. ch. 3.5. Preparation and implementation of animal surgery / Robert Ng. ch. 3.6. Animal intubation / Robert Ng. ch. 3.7. Anaesthesia and maintenance of homeostasis / Robert Ng. ch. 3.8. Animal euthanasia / Darvi Sergio. ch. 3.9. Rodent sentinel programme / Peik Khin Tan -- ch. 4. Basic animal investigative methods. ch. 4.1. Bioimaging in animals / David Ng [und weitere]. ch. 4.2. Histology sampling and techniques / In Chin Song. ch. 4.3. Animal tissue perfusion and preservation / Robert Ng. ch. 4.4. Animal cell culture / Kai Zhang and Peggy Yong. ch. 4.5. Application of microsurgical techniques in animal research / Bien Keem Tan [und weitere] -- ch. 5. Animal welfare considerations. ch. 5.1. Species specific caging configuration and design / Cindy Phua. ch. 5.2. Postoperative care and pain management / Jason Villano. ch. 5.3. Animal feeds and nutritional requirements / Peik Khin Tan -- ch. 6. Safety management of an animal facility. ch. 6.1. Occupational health and safety programme / Angela Goh. ch. 6.2. New employee and external users orientation / Inria Kurniawan Then. ch. 6.3. Radiation safety awareness in animal research / S. Somanesan. ch. 6.4. Emergency crisis management / Irene Kee. ch. 6.5. Zoonoses and laboratory animal allergies / Jason Villano -- ch. 7. Supporting facilities design. ch. 7.1. Clinical skills laboratory / Robert Ng. ch. 7.2. Animal research supporting laboratories / Robert Ng. ch. 7.3. Animal research and housing facilities / Robert Ng -- ch. 8. The development of comprehensive animal facilities in Singapore. ch. 8.1. History of the Department of Experimental Surgery as a reflection of translational research development in Singapore / Robert Ng

Modeling and Simulation in the Medical and Health Sciences

Modeling and Simulation in the Medical and Health Sciences PDF Author: John A. Sokolowski
Publisher: John Wiley & Sons
ISBN: 1118003195
Category : Mathematics
Languages : en
Pages : 270

Book Description
This edited book is divided into three parts: Fundamentals of Medical and Health Sciences Modeling and Simulation introduces modeling and simulation in the medical and health sciences; Medical and Health Sciences Models provides the theoretical underpinnings of medical and health sciences modeling; and Modeling and Simulation Applications in Medical and Health Sciences focuses on teaching, training, and research applications. The book begins with a general discussion of modeling and simulation from the modeling and simulation discipline perspective. This discussion grounds the reader in common terminology. It also relates this terminology to concepts found in the medical and health care (MHC) area to help bridge the gap between developers and MHC practitioners. Three distinct modes of modeling and simulation are described: live, constructive, and virtual. The live approach explains the concept of using real (live) people employing real equipment for training purposes. The constructive mode is a means of engaging medical modeling and simulation. In constructive simulation, simulated people and simulated equipment are developed to augment real-world conditions for training or experimentation purposes. The virtual mode is perhaps the most fascinating as virtual operating rooms and synthetic training environments are being produced for practitioners and educators at break-neck speed. In this mode, real people are employing simulated equipment to improve physical skills and decision-making ability.

Modeling and Control in the Biomedical Sciences

Modeling and Control in the Biomedical Sciences PDF Author: Harvey Thomas Banks
Publisher: Springer
ISBN:
Category : Mathematics
Languages : en
Pages : 136

Book Description
These notes are based on (i) a series of lectures that I gave at the 14th Biennial Seminar of the Canadian Mathematical Congress held at the University of Western Ontario August 12-24, 1973 and (li) some of my lectures in a modeling course that I have cotaught in the Division of Bio-Medical Sciences at Brown during the past several years. An earlier version of these notes appeared in the Center for Dynamical Systems Lectures Notes series (CDS LN 73-1, November 1973). I have in this revised and extended version of those earlier notes incorporated a number of changes based both on classroom experience and on my research efforts with several colleagues during the intervening period. The narrow viewpoint of the present notes (use of optimization and control theory in biomedical problems) reflects more the scope of the CMC lectures given in August, 1973 than the scope of my own interests. Indeed, my real interests have included the modeling process itself as well as the contributions made by investiga- tors who employ the techniques and ideas of control theory, systems analysis, dif- ferential equations, and stochastic processes. Some of these contributions have quite naturally involved application of optimal control theory. But in my opinion many of the interesting efforts being made in modeling in the biomedical sciences encompass much more than the use of control theory.