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Technologies in medical information processing

Technologies in medical information processing

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Advances in Telemedicine for Health Monitoring: Technologies, Design and Applications — Recommend this title to your library

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Providing healthcare is a multidisciplinary effort where Information plays a lifesaving role. Advances in health technologies have diversified the sources of information that can be analyzed and used for correct diagnostics and decision-making. Researchers and system developers in the field of telemedicine are consciously inventing and improving data generation, collection, and processing methods with a view to improving the quality of care and possibly reduce cost and effort need in providing care. Bringing newly developed technologies specific to information processing to the attention of healthcare providers (individuals or healthcare institutes) is vitally important to improve the quality of care. With this in mind, in this chapter the authors explain the importance of a number of health indicators that can be measured for data collection purposes such as temperature, heart rate, blood pressure, and respiration rate. This chapter also presents several latest technologies that capture data and process it to produce meaningful and visual information that can be used for diagnostics and treatment purposes such as X-ray, computerized tomography (CT) scan, magnetic resonance imaging (MRI) and ultrasound. The chapter highlights the importance of data mining techniques in retrieving the required information from an information-pool in providing the right healthcare. The authors emphasize the fact that retrieving the required information may not be enough to provide the right healthcare service since the retrieved information needs to be interpreted by healthcare professionals to resolve a healthcare case.

Chapter Contents:

  • 3.1 Introduction
  • 3.2 Data collection
  • 3.2.1 Temperature
  • 3.2.2 Heart rate
  • 3.2.3 Blood pressure
  • 3.2.4 Respiration rate
  • 3.2.5 Blood oxygen saturation
  • 3.3 Bio-signal transmission and processing
  • 3.3.1 Medical imaging
  • 3.3.1.1 X-ray
  • 3.3.1.2 CT scan
  • 3.3.1.3 Magnetic resonance imaging
  • 3.3.1.4 Ultrasound
  • 3.3.2 Medical image transmission and analysis
  • 3.3.3 Image compression
  • 3.3.4 Biopotential electrode sensing
  • 3.4 Data mining and knowledge management
  • 3.5 Virtual collaboration framework for information interpretation
  • 3.5.1 The interpretation framework
  • 3.5.2 Components of interpretation layer
  • 3.5.3 How the framework works
  • 3.5.4 Case study example
  • 3.6 Conclusions and future work
  • References

Inspec keywords: medical information systems; computerised tomography; data mining; medical image processing; health care; biomedical MRI; image retrieval; telemedicine; biomedical ultrasonics

Other keywords: health technologies; healthcare professionals; healthcare case; health indicators; computerized tomography scan; retrieved information; multidisciplinary effort; ultrasound image; medical information processing; data mining; healthcare service; heart rate; respiration rate; data collection; data generation; decision-making

Subjects: Sonic and ultrasonic radiation (medical uses); Computer vision and image processing techniques; Patient diagnostic methods and instrumentation; Medical administration; X-rays and particle beams (medical uses); Biology and medical computing; Biomedical magnetic resonance imaging and spectroscopy; Optical, image and video signal processing; X-ray techniques: radiography and computed tomography (biomedical imaging/measurement); Sonic and ultrasonic radiation (biomedical imaging/measurement); Sonic and ultrasonic applications; Biomedical communication; Information retrieval techniques; Medical magnetic resonance imaging and spectroscopy; Knowledge engineering techniques

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