Guide to medical image analysis : methods and algorithms /
Analysis of medical imaging poses special challenges distinct from traditional image analysis. Furthermore, the analysis must fit into the clinical workflow within which it has been requested. This important guide/reference presents a comprehensive overview of medical image analysis. Highly practica...
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
London ; New York :
Springer,
c2012
London ; New York : ©2012 London : c2012 |
| Series: | Advances in Computer Vision and Pattern Recognition
Advances in computer vision and pattern recognition Advances in computer vision and pattern recognition |
| Subjects: |
| LEADER | 07159nam a2201045 a 4500 | ||
|---|---|---|---|
| 001 | b3fd7053-760a-4533-b595-6e5428f76386 | ||
| 005 | 20240225000000.0 | ||
| 008 | 120502s2012^^^^enka^^^^ob^^^^001^0^eng^^ | ||
| 010 | |a 2012931940 | ||
| 020 | |a 144712751X (electronic bk.) | ||
| 020 | |a 144712751X |q (electronic bk.) | ||
| 020 | |a 9781447127512 (electronic bk.) | ||
| 020 | |a 9781447127512 |q (electronic bk.) | ||
| 020 | |z 1447127501 |q (print) | ||
| 020 | |z 9781447127505 |q (print) | ||
| 020 | |z 9781447127505 | ||
| 020 | |z 9781447127512 | ||
| 024 | 7 | |a 10.1007/978-1-4471-2751-2 |2 doi | |
| 035 | |a (ICU)8872887 | ||
| 035 | |a (OCoLC)776882148 |z (OCoLC)840037200 |z (OCoLC)857251659 |z (OCoLC)1005750585 |z (OCoLC)1086960218 |z (OCoLC)1148096335 |z (OCoLC)1153031275 |z (OCoLC)1162731940 |z (OCoLC)1204088757 | ||
| 035 | |a (OCoLC)776882148 | ||
| 035 | |a (WaSeSS)ssj0000595700 | ||
| 037 | |b Springer | ||
| 040 | |a DNLM |b eng |e rda |c DNLM |d WaSeSS | ||
| 040 | |a GW5XE |b eng |e pn |c GW5XE |d COO |d OCLCQ |d E7B |d NLGGC |d OCLCO |d MEAUC |d OCLCF |d BEDGE |d DKDLA |d YDXCP |d OCL |d OCLCQ |d GW5XE |d Z5A |d ESU |d OCLCQ |d VT2 |d IOG |d OCLCO |d OCLCA |d BUF |d CEF |d U3W |d WYU |d YOU |d TKN |d OCLCQ |d LEAUB |d OL$ |d OCLCO |d OCLCQ |d OCLCA |d EBLCP |d OCLCQ |d OCLCO |d DCT |d CSt | ||
| 040 | |a GW5XE |c GW5XE |d COO | ||
| 042 | |a pcc | ||
| 044 | |9 England | ||
| 049 | |a CGUA | ||
| 049 | |a MAIN | ||
| 050 | 4 | |a RC78.7.D53 |b T64 2012 | |
| 060 | 4 | |a 2012 D-486 | |
| 060 | 4 | |a WN 180 | |
| 060 | 0 | 0 | |a 2012 D-486 |
| 060 | 1 | 0 | |a WN 180 |
| 066 | |c Zsym | ||
| 072 | 7 | |a COM012000 |2 bisacsh | |
| 072 | 7 | |a COM016000 |2 bisacsh | |
| 072 | 7 | |a UYQV |2 bicssc | |
| 072 | 7 | |a UYT |2 bicssc | |
| 082 | 0 | 4 | |a 616.07/54 |2 23 |
| 090 | |a RC78.7.D53 |b T64 2012 | ||
| 100 | 1 | |a Toennies, Klaus D |1 http://viaf.org/viaf/258926471 | |
| 100 | 1 | |a Toennies, Klaus D | |
| 245 | 1 | 0 | |a Guide to medical image analysis : |b methods and algorithms / |c Klaus D. Toennies |
| 260 | |a London ; |a New York : |b Springer, |c c2012 | ||
| 260 | |a London ; |a New York : |b Springer, |c ©2012 | ||
| 264 | 1 | |a London : |b Springer, |c c2012 | |
| 300 | |a 1 online resource (xx, 468 p.) : |b ill | ||
| 300 | |a 1 online resource (xx, 468 pages) : |b illustrations | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 347 | |a text file |2 rdaft | ||
| 347 | |a text file | ||
| 347 | |b PDF | ||
| 490 | 1 | |a Advances in computer vision and pattern recognition | |
| 490 | 1 | |a Advances in computer vision and pattern recognition, |x 2191-6586 | |
| 500 | |a Description based on print version record | ||
| 504 | |a Includes bibliographical references and index | ||
| 505 | 0 | |a The Analysis of Medical Images -- Digital Image Acquisition -- Image Storage and Transfer -- Image Enhancement -- Feature Detection -- Segmentation: Principles and Basic Techniques -- Segmentation in Feature Space -- Segmentation as a Graph Problem -- Active Contours and Active Surfaces -- Registration and Normalization -- Detection and Segmentation by Shape and Appearance -- Classification and Clustering -- Validation -- Optimisation of Markov Random Fields -- Variational Calculus -- Principal Component Analysis -- References | |
| 506 | |a License restrictions may limit access | ||
| 520 | |a Analysis of medical imaging poses special challenges distinct from traditional image analysis. Furthermore, the analysis must fit into the clinical workflow within which it has been requested. This important guide/reference presents a comprehensive overview of medical image analysis. Highly practical in its approach, the text is uniquely structured by potential applications, supported by exercises throughout. Each of the key concepts are introduced in a concise manner, allowing the reader to understand the interdependencies between them before exploring the deeper details and derivations. Topics and features: Presents learning objectives, exercises and concluding remarks in each chapter, in addition to a glossary of abbreviations Describes a range of common imaging techniques, reconstruction techniques and image artefacts Discusses the archival and transfer of images, including the HL7 and DICOM standards Presents a selection of techniques for the enhancement of contrast and edges, for noise reduction and for edge-preserving smoothing Examines various feature detection and segmentation techniques, together with methods for computing a registration or normalisation transformation Explores object detection, as well as classification based on segment attributes such as shape and appearance Reviews the validation of an analysis method Includes appendices on Markov random field optimization, variational calculus and principal component analysis This easy-to-follow, classroom-tested textbook is ideal for undergraduate and graduate courses on medical image analysis and related subjects - with possible course outlines suggested in the Preface. The work can also be used as a self-study guide for professionals in medical imaging technology, and for computer scientists and engineers wishing to specialise in medical applications | ||
| 588 | |a Description based on print version record | ||
| 596 | |a 22 | ||
| 650 | 0 | |a Diagnostic imaging |x Data processing |v Handbooks, manuals, etc | |
| 650 | 0 | |a Diagnostic imaging |x Digital techniques |v Handbooks, manuals, etc | |
| 650 | 7 | |a Diagnostic imaging |x Data processing |2 fast | |
| 650 | 7 | |a Diagnostic imaging |x Digital techniques |2 fast | |
| 650 | 7 | |a Informatique |2 eclas | |
| 650 | 1 | 2 | |a Diagnostic Imaging |
| 650 | 2 | 2 | |a Image Enhancement |x methods |
| 653 | 4 | |a Computer science | |
| 653 | 4 | |a Computer vision | |
| 653 | 4 | |a Image Processing and Computer Vision | |
| 653 | 4 | |a Imaging / Radiology | |
| 653 | 4 | |a Radiology, Medical | |
| 655 | 4 | |a Electronic books | |
| 655 | 7 | |a Handbooks and manuals |2 fast | |
| 773 | 0 | |t Springer eBooks | |
| 776 | 0 | 8 | |i Print version: |a Toennies, Klaus D |t Guide to medical image analysis |d London : Springer, c2012. |z 9781447127505 |z 9781447127512 |w (DNLM)101583430 |
| 776 | 0 | 8 | |i Printed edition: |z 9781447127505 |
| 830 | 0 | |a Advances in Computer Vision and Pattern Recognition | |
| 830 | 0 | |a Advances in computer vision and pattern recognition |x 2192-6586 | |
| 830 | 0 | |a Advances in computer vision and pattern recognition | |
| 999 | 1 | 0 | |i b3fd7053-760a-4533-b595-6e5428f76386 |l a9524021 |s US-CST |m guide_to_medical_image_analysismethods_and_algorithms______________________2012_______sprina________________________________________toennies__klaus_d__________________e |
| 999 | 1 | 0 | |i b3fd7053-760a-4533-b595-6e5428f76386 |l 8872887 |s US-ICU |m guide_to_medical_image_analysismethods_and_algorithms______________________2012_______sprina________________________________________toennies__klaus_d__________________e |
| 999 | 1 | 0 | |i b3fd7053-760a-4533-b595-6e5428f76386 |l 005303110 |s US-NCD |m guide_to_medical_image_analysismethods_and_algorithms______________________2012_______sprina________________________________________toennies__klaus_d__________________e |
| 999 | 1 | 1 | |l a9524021 |s ISIL:US-CST |t BKS |a SUL INTERNET |b 9524021-1001 |c INTERNET RESOURCE |d ASIS |x SUL |y 9524021-1001 |p UNLOANABLE |
| 999 | 1 | 1 | |l 005303110 |s ISIL:US-NCD |t BKS |a DUKIR |x ITNET |p UNLOANABLE |