Review
doi: 10.1097/00004424-199009000-00012.
Neural networks in radiologic diagnosis. I. Introduction and illustration
Affiliations
- PMID: 2211042
- DOI: 10.1097/00004424-199009000-00012
Item in Clipboard
Review
Neural networks in radiologic diagnosis. I. Introduction and illustration
Invest Radiol.
1990 Sep.
Abstract
Artificial neural networks (NNs) process information in a manner similar to the way the human brain is thought to process information. Neural networks have potential application in radiology as an artificial intelligence technique that can provide computer-aided diagnostic assistance for the practicing radiologist. The basic characteristics of NNs and the manner in which information propagates through an NN are discussed in nontechnical language, to assist the diagnostic radiologist in understanding the basic principles of neurocomputing. Computer-aided diagnosis selection in pediatric chest radiography using NNs is discussed in a companion article.
Similar articles
-
Neural networks in radiologic diagnosis. II. Interpretation of neonatal chest radiographs.Invest Radiol. 1990 Sep;25(9):1017-23. doi: 10.1097/00004424-199009000-00013. Invest Radiol. 1990. PMID: 2211043
-
Artificial Intelligence, Radiology, and Tuberculosis: A Review.Acad Radiol. 2020 Jan;27(1):71-75. doi: 10.1016/j.acra.2019.10.003. Epub 2019 Nov 20. Acad Radiol. 2020. PMID: 31759796 Review.
-
Computer-aided diagnosis and artificial intelligence in clinical imaging.Semin Nucl Med. 2011 Nov;41(6):449-62. doi: 10.1053/j.semnuclmed.2011.06.004. Semin Nucl Med. 2011. PMID: 21978447 Review.
-
Artificial intelligence in radiology: decision support systems.Radiographics. 1994 Jul;14(4):849-61. doi: 10.1148/radiographics.14.4.7938772. Radiographics. 1994. PMID: 7938772 Review.
-
[Application of Artificial Intelligence in Radiology].Gan To Kagaku Ryoho. 2019 Mar;46(3):418-422. Gan To Kagaku Ryoho. 2019. PMID: 30914575 Japanese.
Cited by
-
Recognition of chest radiograph orientation for picture archiving and communications systems display using neural networks.J Digit Imaging. 1992 Aug;5(3):190-3. doi: 10.1007/BF03167769. J Digit Imaging. 1992. PMID: 1520746
-
Artificial neural network to predict skeletal metastasis in patients with prostate cancer.J Med Syst. 2009 Apr;33(2):91-100. doi: 10.1007/s10916-008-9168-2. J Med Syst. 2009. PMID: 19397093
-
Pre-whitened matched filter and convolutional neural network based model observer performance for mass lesion detection in non-contrast breast CT.Med Phys. 2023 Dec;50(12):7558-7567. doi: 10.1002/mp.16685. Epub 2023 Aug 30. Med Phys. 2023. PMID: 37646463 Free PMC article.
-
Classification of normal and abnormal lungs with interstitial diseases by rule-based method and artificial neural networks.J Digit Imaging. 1997 Aug;10(3):108-14. doi: 10.1007/BF03168597. J Digit Imaging. 1997. PMID: 9268905 Free PMC article.
-
Artificial neural networks for the diagnosis of atrial fibrillation.Med Biol Eng Comput. 1994 Nov;32(6):615-9. doi: 10.1007/BF02524235. Med Biol Eng Comput. 1994. PMID: 7723418
Publication types
MeSH terms
LinkOut - more resources
Full Text Sources
Other Literature Sources