Modern medicine generates, almost daily, huge amounts of heterogeneous data. For example, medical data may contain SPECT images, signals like ECG, clinicalinformation like temperature, cholesterol levels, etc., as well as the physician's interpretation. Those who deal with such data understand that there is awidening gap between data collection and data comprehension. Computerized techniques are needed to help humans address this problem. This volume is devotedto the relatively young and growing field of medical data mining and knowledge discovery. As more and more medical procedures employ imaging as a preferreddiagnostic tool, there is a need to develop methods for efficient mining in databases of images. Other significant features are security and confidentiality concerns. Moreover, the physician's interpretation of images, signals, or other technical data, is written in unstructured English which is very difficultto mine. This book addresses all these specific features.
- ISBN: 978-3-7908-2478-0
- Editorial: Physica-Verlag
- Encuadernacion: Rústica
- Fecha Publicación: 31/03/2012
- Nº Volúmenes: 1
- Idioma: Inglés