Computer vision in medical imaging
Computer vision in medical imaging [E-Book]
- 1 online resource (412 pages) : illustrations (some color)
- Series in computer vision ; vol. 2 .
- Series in computer vision ; v. 2. .
Includes bibliographical references and index.
An introduction to computer vision in medical imaging / Chi Hau Chen -- Theory and methodologies -- Distribution matching approaches to medical image segmentation / Ismail Ben Ayed -- Digital pathology in medical imaging / Bikash Sabata, Chukka Srinivas, Pascal Bamford and Gerardo Fernandez -- Adaptive shape prior modeling via online dictionary learning / Shaoting Zhang, Yiqiang Zhan, Yan Zhou and Dimitris Metaxas -- Feature-centric lesion detection and retrieval in thoracic images / Yang Song, Weidong Cai, Stefan Eberl, Michael J Fulham and David Dagan Feng -- A novel paradigm for quantitation from MR phase / Joseph Dagher -- A multi-resolution active contour framework for ultrasound image segmentation / Weiming Wang, Jing Qin, Pheng-Ann Heng, Yim-Pan Chui, Liang Li and Bing Nan Li -- 2-D, 3-D reconstructions/imaging algorithms, systems & sensor fusion -- Model-based image reconstruction in optoacoustic tomography / Amir Rosenthal, Daniel Razansky and Vasilis Ntziachristos -- The fusion of three-dimensional quantitative coronary angiography and intracoronary imaging for coronary interventions / Shengxian Tu, Niels R. Holm, Johannes P. Janssen and Johan H.C. Reiber -- Three-dimensional reconstruction methods in near-field coded aperture for SPECT imaging system / Stephen Baoming Hong -- Ultrasound volume reconstruction based on direct frame interpolation / Sergei Koptenko, Rachel Remlinger, Martin Lachaine, Tony Falco and Ulrich Scheipers -- Deconvolution technique for enhancing and classifying the retinal images / Uvais A. Qidwai and Umair A. Qidwai -- Medical ultrasound digital signal processing in the GPU computing / Era Marcin Lewandowski -- Developing medical image processing algorithms for GPU assisted parallel computation / Mathias Broxvall and Marios Daoutis -- Specific image processing and computer vision methods for different imaging modalities including IVUS, MRI, etc -- Computer vision in interventional cardiology / Kendall R. Waters -- Pattern classification of brain diffusion mri: application to schizophrenia diagnosis / Ali Tabesh, Matthew J. Hoptman, Debra DAngelo and Babak A. Ardekani -- On compressed sensing reconstruction for magnetic resonance imaging / Benjamin Paul Berman, Sagar Mandava and Ali Bilgin -- On hierarchical statistical shape models with application to brain MRI / Juan J. Cerrolaza, Arantxa Villanueva and Rafael Cabeza -- Advanced PDE-based methods for automatic quantification of cardiac function and scar from magnetic resonance imaging / Durco Turco and Cristiana Corsi -- Automated IVUS segmentation using deformabletemplate model with feature tracking / Prakash Manandhar and Chi Hau Chen.
9789814460941 981446094X
549568 MIL
Diagnostic imaging--Data processing.
Computer vision in medicine.
Artificial intelligence.
Diagnostic Imaging--methods
Image Interpretation, Computer-Assisted--methods
Artificial Intelligence
WN 180
Includes bibliographical references and index.
An introduction to computer vision in medical imaging / Chi Hau Chen -- Theory and methodologies -- Distribution matching approaches to medical image segmentation / Ismail Ben Ayed -- Digital pathology in medical imaging / Bikash Sabata, Chukka Srinivas, Pascal Bamford and Gerardo Fernandez -- Adaptive shape prior modeling via online dictionary learning / Shaoting Zhang, Yiqiang Zhan, Yan Zhou and Dimitris Metaxas -- Feature-centric lesion detection and retrieval in thoracic images / Yang Song, Weidong Cai, Stefan Eberl, Michael J Fulham and David Dagan Feng -- A novel paradigm for quantitation from MR phase / Joseph Dagher -- A multi-resolution active contour framework for ultrasound image segmentation / Weiming Wang, Jing Qin, Pheng-Ann Heng, Yim-Pan Chui, Liang Li and Bing Nan Li -- 2-D, 3-D reconstructions/imaging algorithms, systems & sensor fusion -- Model-based image reconstruction in optoacoustic tomography / Amir Rosenthal, Daniel Razansky and Vasilis Ntziachristos -- The fusion of three-dimensional quantitative coronary angiography and intracoronary imaging for coronary interventions / Shengxian Tu, Niels R. Holm, Johannes P. Janssen and Johan H.C. Reiber -- Three-dimensional reconstruction methods in near-field coded aperture for SPECT imaging system / Stephen Baoming Hong -- Ultrasound volume reconstruction based on direct frame interpolation / Sergei Koptenko, Rachel Remlinger, Martin Lachaine, Tony Falco and Ulrich Scheipers -- Deconvolution technique for enhancing and classifying the retinal images / Uvais A. Qidwai and Umair A. Qidwai -- Medical ultrasound digital signal processing in the GPU computing / Era Marcin Lewandowski -- Developing medical image processing algorithms for GPU assisted parallel computation / Mathias Broxvall and Marios Daoutis -- Specific image processing and computer vision methods for different imaging modalities including IVUS, MRI, etc -- Computer vision in interventional cardiology / Kendall R. Waters -- Pattern classification of brain diffusion mri: application to schizophrenia diagnosis / Ali Tabesh, Matthew J. Hoptman, Debra DAngelo and Babak A. Ardekani -- On compressed sensing reconstruction for magnetic resonance imaging / Benjamin Paul Berman, Sagar Mandava and Ali Bilgin -- On hierarchical statistical shape models with application to brain MRI / Juan J. Cerrolaza, Arantxa Villanueva and Rafael Cabeza -- Advanced PDE-based methods for automatic quantification of cardiac function and scar from magnetic resonance imaging / Durco Turco and Cristiana Corsi -- Automated IVUS segmentation using deformabletemplate model with feature tracking / Prakash Manandhar and Chi Hau Chen.
9789814460941 981446094X
549568 MIL
Diagnostic imaging--Data processing.
Computer vision in medicine.
Artificial intelligence.
Diagnostic Imaging--methods
Image Interpretation, Computer-Assisted--methods
Artificial Intelligence
WN 180