Ebook Free Biomedical Informatics, by Andreas Holzinger
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Biomedical Informatics, by Andreas Holzinger
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Medical Informatics is defined as the interdisciplinary field that studies and pursues the effective use of biomedical data, information and knowledge for scientific inquiry, problem solving, and decision making, motivated by efforts to improve human health. To emphasize the broad character it is called Biomedical Informatics. The aim of this course is to provide a student with a broad overview with focus on data, information and knowledge. The course consists of the following 12 lectures: 1. Introduction: Computer Science meets Life Sciences, challenges and future directions; 2. Back to the future: Fundamentals of Data, Information and Knowledge; 3. Structured Data: Coding, Classification (ICD, SNOMED, MeSH, UMLS); 4. Biomedical Databases: Acquisition, Storage, Information Retrieval and Use; 5. Semi structured and weakly structured data (structural homologies); 6. Multimedia Data Mining and Knowledge Discovery; 7. Knowledge and Decision: Cognitive Science and Human-Computer Interaction; 8. Biomedical Decision Making: Reasoning and Decision Support; 9. Intelligent Information Visualization and Visual Analytics; 10. Biomedical Information Systems and Medical Knowledge Management; 11. Biomedical Data: Privacy, Safety and Security 12. Methodology for Information Systems: System Design, Usability and Evaluation
- Sales Rank: #467052 in Books
- Brand: Brand: Books On Demand
- Published on: 2012-08-29
- Original language: English
- Number of items: 1
- Dimensions: 8.27" h x .77" w x 5.83" l, .97 pounds
- Binding: Paperback
- 370 pages
- Used Book in Good Condition
Most helpful customer reviews
2 of 2 people found the following review helpful.
medical doctor has written a review
By LJILJANA
The book is systematized overview of up-to-date knowledge in informatics for application in clinical medicine and biomedicine, written by Professor of Biomedical Informatics at Graz University and Head of the Research Unit Human-Computer Interaction for Medicine and Health, Institute for Medical Informatics, Statistics and Documentation, Medical University Graz.
The book is designed as lecture notes for students. The aim is to provide students with key information in informatics with focus on data, information retrieval and knowledge discovery. Principles of cognitive science, human reasoning, information visualization and human-computer interaction are also included. Special emphasis is put on biomedical databases, including their acquisition, storage and use, as well as on medical decision making and problem solving methods. It also contains some basic facts on hospital information systems, including system`s architectures, workflows modeling, imaging data handling and multimedia use, together with information on data privacy, safety and security.
Although the book was planned as students` educational tools, in many aspects it succeeds to overcome this primary goal and to become a handbook of general approaches, suitable to wide audience. First of all, it can be offered as an external memory to academic teaching staff, not only those who gives lessons in biomedical informatics and computer sciences, but also those who provides education in more theoretical fundations, including theoretical mathematics, phylosophy, phylosophy of science, communicology and epistemology. This is because the book contains citations and references on important theoretical frameworks and famous theoreticians - the approach which may guide further reading. In addition, there are a plenty of illustrations, diagrams and schemas to support free text, making many abstractions, mentioned in the text, to be more exactly presented to a wide audience. By providing the list of relevant terms and their explanations, at the beginning of each chapter (Advance organizer), this book can also be taken as an advanced learner`s dictionary in computer science and biomedical informatics. The term-based index, provided in the appendix, allows quick searching for specific parts inside the book. For all these reasons, this book can be used by many other professionals in computer science, including scientists, programmers and systems engineers, to systematize and supplement their knowledge. It may, even more, get along with novices and illiterates in computer science and biomedical informatics, to provide them with a systematic overview of the field and to guide their learning.
Computer science has rapidly been transforming from computer engineering to a multifaceted interdisciplinary approach in which cognitive science, psychology and philosophy go along with sophisticated technology and advanced mathematical methods. On the other hand, increasing demands in health care and new biotechnology advances, by means of genomics, proteomics and metabolomics - produce enormous quantities of multi-dimensional and weakly structured data that should be analysed, integrated and use to improving health. This put requirements on computer engineers and programers to continuosly develop new and more efficient approaches for data management, information retrieval from data and new knowledge discovery. At the same time, there is a demand for new technologic and software solutions to be accessible and simple for use for medical staff and to as much as possible follow human mental and learning processes. Sometimes, it is difficult for individuals to orient themselves in this complex and rapidly progressive field and to understand complex terms and high technology language. It is especially the case with medical professionals and all others who are not deeply involved in computer science. For all these individuals, a systematic guide, as this handbook is, would be very useful. It would be also valuable for academic staff, especially in surroundings such as our, where educational curriculums and the literature are insufficient in this kind of knowledge.
2 of 2 people found the following review helpful.
A Comprehensive Overview on Biomedical Informatics
By E. Silva
This is an interesting book, where the author presents a very broad overview of several topics related to Biomedical Informatics, enabling someone entering this field of work to retain the main concepts and obtain up to date pointers to further deepen specific topics of interest.
From data acquisition and storage to visualization, ranging through privacy, regulatory and other practical and theoretical topics, this book touches several fundamental aspects of the innovative interface between Medical and Technology domains that is Biomedical Informatics.
Each chapter starts by providing a useful inventory of definitions and commonly used acronyms for each topic, and throughout the text, the reader finds several real-world examples, methodologies and ideas, that greatly complement the technical and theoretical background.
In summary, this is an important companion both for students, engineers and partitioners.
1 of 2 people found the following review helpful.
this book is notes of a course
By Polina
I'm really happy with a purchase. I wanted to know more about biomedical informatics because I'm applying for a PhD program in biomedical informatics and this book touches on all appropriate topics.
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