edited by Andrew E. Todd-Pokropek, Max A. Viergever.
Berlin, Heidelberg
Springer Berlin Heidelberg
1992
NATO ASI series., Series F,, Computer and systems sciences ;, 98.
1. An Introduction to and Overview of the Field --; Image reconstruction and the solution of inverse problems in medical imaging --; Regularization techniques in medical imaging --; New insights into emission tomography via linear programming --; Mathematical morphology and medical imaging --; Multiscale methods and the segmentation of medical images --; Voxel-based visualization of medical images in three dimensions --; Perception and detection of signals in medical images --; Artificial intelligence in the interpretation of medical images --; Picture archiving and communications systems: progress and current problems --; Evaluation of medical images --; 2. Theoretical Aspects --; 2.1 3-D --; A 3-D model of the global deformation of a non-rigid body --; Simulation studies for quality assurance of 3D-images from computed tomograms --; Interactive volume rendering using ray-tracing for 3-D medical imaging --; 2.2 Reconstruction --; Data augmentation schemes applied to image restoration --; The concept of causality in image reconstruction --; On the relation between ART, block-ART and SIRT --; Preliminary results from simulations of tomographic imaging using multiple-pinhole coded apertures --; Aspects of clinical infrared absorption imaging --; 2.3 Perception --; On the relationship between physical metrics and numerical observer studies for the evaluation of image reconstruction algorithms --; Psychophysical study of deconvolution for long-tailed point-spread functions --; 2.4 Image Processing --; Mathematical morphology in hierarchical image representation --; Fault-tolerant medical image interpretation --; Second moment image processing (SMIP) --; 3. Applications --; 3.1 Nuclear Medicine --; Applications of iterative reconstruction methods in SPECT --; Computer simulated cardiac SPECT data for use in evaluating reconstruction algorithms --; Collimator angulation error and its effect on SPECT --; The design and implementation of modular SPECT imaging systems --; Computer evaluation of cardiac phase images using circular statistics and analysis of variance --; 3.2 Magnetic Resonance --; A method for correcting anisotropic blurs in magnetic resonance images --; Iconic fuzzy sets for MR image segmentation --; 3.3 Radiology --; Reversible data compression of angiographic image sequences --; The measurement of absolute lumen cross sectional area and lumen geometry in quantitative angiography --; multiple source data fusion in blood vessel imaging --; A method for multi-scale representation of data sets based on maximum gradient profiles: initial results on angiographic images --; Fast techniques for automatic local pixel shift and rubber sheet masking in digital subtraction angiography --; List of Participants.
Medical imaging is a very important area in diagnostic (and increasingly therapeutic) medicine. Many new techniques are being developed or extended which depend on digital methods. Although conventional x-radiographs still comprise the bulk of the medical images acquired in a hospital, digital methods such as computerized tomography and magnetic resonance imaging are now often claimed to have a more significant clinical impact. This book is concerned with three aspects of such digital images: their formation, or how they can be acquired; their handling, or how they may be manipulated to increase their clinical value; and their evaluation, or how their impact and value may be assessed. The book is divided into three parts. Part 1 comprises a series of reviews in the general subject area written by authorities in the field. Part 2 includes papers on theoretical aspects: 3D images, reconstruction, perception, and image processing. Part 3includes papers on applications in nuclear medicine, magnetic resonance, andradiology.
Proceedings of the NATO Advanced Study Institute on The Formation, Handling and Evaluation of Medical Images, held at Povoa de Varzim, Poortugal, September 12-23, 1988
Computer vision.
Medical records -- Data processing.
Medicine.
RC78
.
7
.
D35
E358
1992
edited by Andrew E. Todd-Pokropek, Max A. Viergever.