Literature DB >> 1293435

Review of neural network applications in medical imaging and signal processing.

A S Miller1, B H Blott, T K Hames.   

Abstract

The current applications of neural networks to in vivo medical imaging and signal processing are reviewed. As is evident from the literature neural networks have already been used for a wide variety of tasks within medicine. As this trend is expected to continue this review contains a description of recent studies to provide an appreciation of the problems associated with implementing neural networks for medical imaging and signal processing.

Mesh:

Year:  1992        PMID: 1293435     DOI: 10.1007/bf02457822

Source DB:  PubMed          Journal:  Med Biol Eng Comput        ISSN: 0140-0118            Impact factor:   2.602


  14 in total

1.  Lesion detection in radiologic images using an autoassociative paradigm: preliminary results.

Authors:  U Raff; F D Newman
Journal:  Med Phys       Date:  1990 Sep-Oct       Impact factor: 4.071

2.  [Phonographic diagnostic aid in heart defects using neural networks].

Authors:  D Barschdorff; S Ester; T Dorsel; E Most
Journal:  Biomed Tech (Berl)       Date:  1990-11       Impact factor: 1.411

3.  Self-learning neural networks in electrocardiography.

Authors:  W R Dassen; R Mulleneers; J Smeets; K den Dulk; F Cruz; P Brugada; H J Wellens
Journal:  J Electrocardiol       Date:  1990       Impact factor: 1.438

4.  A simple procedure for pruning back-propagation trained neural networks.

Authors:  E D Karnin
Journal:  IEEE Trans Neural Netw       Date:  1990

5.  Use of neural networks in detecting cardiac diseases from echocardiographic images.

Authors:  K J Cios; K Chen; R A Langenderfer
Journal:  IEEE Eng Med Biol Mag       Date:  1990

Review 6.  Neural network modelling.

Authors:  J W Clark
Journal:  Phys Med Biol       Date:  1991-10       Impact factor: 3.609

7.  Sleep staging automaton based on the theory of evidence.

Authors:  J C Principe; S K Gala; T G Chang
Journal:  IEEE Trans Biomed Eng       Date:  1989-05       Impact factor: 4.538

8.  Computing with neural circuits: a model.

Authors:  J J Hopfield; D W Tank
Journal:  Science       Date:  1986-08-08       Impact factor: 47.728

9.  Differentiating the effects of three benzodiazepines on non-REM sleep EEG spectra. A neural-network pattern classification analysis.

Authors:  A S Gevins; R K Stone; S D Ragsdale
Journal:  Neuropsychobiology       Date:  1988       Impact factor: 2.328

10.  The use of principal components in the quantitative analysis of gamma camera dynamic studies.

Authors:  D C Barber
Journal:  Phys Med Biol       Date:  1980-03       Impact factor: 3.609

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  33 in total

1.  Neural network modeling to predict the hypnotic effect of propofol bolus induction.

Authors:  Chao-Shun Lin; Yu-Chuan Li; Martin S Mok; Chi-Chen Wu; Hung-Wen Chiu; Yu-Hwa Lin
Journal:  Proc AMIA Symp       Date:  2002

2.  Detection of resistivity for antibiotics by probabilistic neural networks.

Authors:  Fatma Budak; Elif Derya Ubeyli
Journal:  J Med Syst       Date:  2009-07-11       Impact factor: 4.460

3.  Recurrent neural networks for diagnosis of carpal tunnel syndrome using electrophysiologic findings.

Authors:  Konuralp Ilbay; Elif Derya Ubeyli; Gul Ilbay; Faik Budak
Journal:  J Med Syst       Date:  2009-04-01       Impact factor: 4.460

4.  Analysis of repetitive flash stimulation frequencies and record periods to detect migraine using artificial neural network.

Authors:  Selahaddin Batuhan Akben; Abdulhamit Subasi; Deniz Tuncel
Journal:  J Med Syst       Date:  2010-07-13       Impact factor: 4.460

5.  The association forecasting of 13 variants within seven asthma susceptibility genes on 3 serum IgE groups in Taiwanese population by integrating of adaptive neuro-fuzzy inference system (ANFIS) and classification analysis methods.

Authors:  Cheng-Hang Wang; Baw-Jhiune Liu; Lawrence Shih-Hsin Wu
Journal:  J Med Syst       Date:  2010-03-23       Impact factor: 4.460

6.  A mixture of experts network structure for breast cancer diagnosis.

Authors:  Elif Derya Ubeyli
Journal:  J Med Syst       Date:  2005-10       Impact factor: 4.460

7.  Artificial neural network: border detection in echocardiography.

Authors:  Eduardo Jyh Herng Wu; Márcio Luiz De Andrade; Denys E Nicolosi; Sérgio C Pontes
Journal:  Med Biol Eng Comput       Date:  2008-07-15       Impact factor: 2.602

8.  Adaptive neuro-fuzzy inference systems for automatic detection of breast cancer.

Authors:  Elif Derya Ubeyli
Journal:  J Med Syst       Date:  2009-10       Impact factor: 4.460

9.  OPTONET: neural network for visual field diagnosis.

Authors:  N Accornero; M Capozza
Journal:  Med Biol Eng Comput       Date:  1995-03       Impact factor: 2.602

10.  A feed forward neural network for classification of bull's-eye myocardial perfusion images.

Authors:  D Hamilton; P J Riley; U J Miola; A A Amro
Journal:  Eur J Nucl Med       Date:  1995-02
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