Medical Image Reconstruction : : From Analytical and Iterative Methods to Machine Learning /

Medical Image Reconstruction : : From Analytical and Iterative Methods to Machine Learning / / Gengsheng Lawrence Zeng.

This textbook introduces the essential concepts of tomography in the field of medical imaging. The medical imaging modalities include x-ray CT (computed tomography), PET (positron emission tomography), SPECT (single photon emission tomography) and MRI. In these modalities, the measurements are not i...

Full description

Saved in:
Bibliographic Details
Superior document:Title is part of eBook package: De Gruyter DG Plus DeG Package 2023 Part 1
VerfasserIn:
Zeng, Gengsheng Lawrence,
Place / Publishing House:Berlin ;, Boston : : De Gruyter, , [2023]
©2023
Year of Publication:2023
Edition:2nd edition
Language:English
Series:De Gruyter Textbook
Online Access:
Physical Description:1 online resource (XIV, 273 p.)
Tags: Add Tag
No Tags, Be the first to tag this record!
LEADER 05040nam a22008655i 4500
001 9783111055404
003 DE-B1597
005 20240306014423.0
006 m|||||o||d||||||||
007 cr || ||||||||
008 240306t20232023gw fo d z eng d
020 |a 9783111055404 
024 7 |a 10.1515/9783111055404  |2 doi 
035 |a (DE-B1597)638101 
035 |a (OCoLC)1388361139 
040 |a DE-B1597  |b eng  |c DE-B1597  |e rda 
041 0 |a eng 
044 |a gw  |c DE 
072 7 |a SCI053000  |2 bisacsh 
082 0 4 |a 610.28  |2 23 
100 1 |a Zeng, Gengsheng Lawrence,   |e author.  |4 aut  |4 http://id.loc.gov/vocabulary/relators/aut 
245 1 0 |a Medical Image Reconstruction :  |b From Analytical and Iterative Methods to Machine Learning /  |c Gengsheng Lawrence Zeng. 
250 |a 2nd edition 
264 1 |a Berlin ;  |a Boston :   |b De Gruyter,   |c [2023] 
264 4 |c ©2023 
300 |a 1 online resource (XIV, 273 p.) 
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  |b PDF  |2 rda 
490 0 |a De Gruyter Textbook 
505 0 0 |t Frontmatter --   |t Preface --   |t Contents --   |t 1 Basic principles of tomography --   |t 2 Parallel-beam image reconstruction --   |t 3 Fan-beam image reconstruction --   |t 4 Transmission and emission tomography --   |t 5 Three-dimensional image reconstruction --   |t 6 Iterative reconstruction --   |t 7 MRI reconstruction --   |t 8 Using FBP to perform iterative reconstruction --   |t 9 Machine learning --   |t Index 
506 0 |a restricted access  |u http://purl.org/coar/access_right/c_16ec  |f online access with authorization  |2 star 
520 |a This textbook introduces the essential concepts of tomography in the field of medical imaging. The medical imaging modalities include x-ray CT (computed tomography), PET (positron emission tomography), SPECT (single photon emission tomography) and MRI. In these modalities, the measurements are not in the image domain and the conversion from the measurements to the images is referred to as the image reconstruction. The work covers various image reconstruction methods, ranging from the classic analytical inversion methods to the optimization-based iterative image reconstruction methods. As machine learning methods have lately exhibited astonishing potentials in various areas including medical imaging the author devotes one chapter to applications of machine learning in image reconstruction. Based on college level in mathematics, physics, and engineering the textbook supports students in understanding the concepts. It is an essential reference for graduate students and engineers with electrical engineering and biomedical background due to its didactical structure and the balanced combination of methodologies and applications. 
530 |a Issued also in print. 
538 |a Mode of access: Internet via World Wide Web. 
546 |a In English. 
588 0 |a Description based on online resource; title from PDF title page (publisher's Web site, viewed 06. Mrz 2024) 
650 4 |a Analytische Inversion. 
650 4 |a Iterative Optimierung. 
650 4 |a Klinische Anwendungen tomographischer Methoden. 
650 4 |a Maschinelles Lernen. 
650 4 |a Tomographische Methoden. 
650 7 |a SCIENCE / Physics / Optics & Light.  |2 bisacsh 
653 |a . 
653 |a Analytic Inversion. 
653 |a Clinical Applications of Tomographic Methods. 
653 |a Iterative Optimization. 
653 |a Machine Learning. 
653 |a Tomography Methods. 
773 0 8 |i Title is part of eBook package:  |d De Gruyter  |t DG Plus DeG Package 2023 Part 1  |z 9783111175782 
773 0 8 |i Title is part of eBook package:  |d De Gruyter  |t EBOOK PACKAGE COMPLETE 2023 English  |z 9783111319292 
773 0 8 |i Title is part of eBook package:  |d De Gruyter  |t EBOOK PACKAGE COMPLETE 2023  |z 9783111318912  |o ZDB-23-DGG 
773 0 8 |i Title is part of eBook package:  |d De Gruyter  |t EBOOK PACKAGE Physics, Chemistry, Mat.Sc, Geosc 2023 English  |z 9783111319230 
773 0 8 |i Title is part of eBook package:  |d De Gruyter  |t EBOOK PACKAGE Physics, Chemistry, Mat.Sc, Geosc 2023  |z 9783111318660  |o ZDB-23-DPC 
776 0 |c EPUB  |z 9783111055701 
776 0 |c print  |z 9783111055039 
856 4 0 |u https://doi.org/10.1515/9783111055404 
856 4 0 |u https://www.degruyter.com/isbn/9783111055404 
856 4 2 |3 Cover  |u https://www.degruyter.com/document/cover/isbn/9783111055404/original 
912 |a 978-3-11-117578-2 DG Plus DeG Package 2023 Part 1  |b 2023 
912 |a 978-3-11-131923-0 EBOOK PACKAGE Physics, Chemistry, Mat.Sc, Geosc 2023 English  |b 2023 
912 |a 978-3-11-131929-2 EBOOK PACKAGE COMPLETE 2023 English  |b 2023 
912 |a EBA_CL_CHCOMSGSEN 
912 |a EBA_CL_MTPY 
912 |a EBA_DGALL 
912 |a EBA_EBKALL 
912 |a EBA_ECL_CHCOMSGSEN 
912 |a EBA_ECL_MTPY 
912 |a EBA_EEBKALL 
912 |a EBA_ESTMALL 
912 |a EBA_STMALL 
912 |a GBV-deGruyter-alles 
912 |a ZDB-23-DGG  |b 2023 
912 |a ZDB-23-DPC  |b 2023 

Similar Items