Corpus ID: 2568270

Artificial Neural Networks in Medical Diagnosis

@inproceedings{AlShayea2011ArtificialNN,
  title={Artificial Neural Networks in Medical Diagnosis},
  author={Qeethara Al-Shayea},
  year={2011}
}
  • Qeethara Al-Shayea
  • Published 2011
  • Medicine
    • Artificial neural networks are finding many uses in the medical diagnosis application. [...] Key Method Two cases are studied. The first one is acute nephritis disease; data is the disease symptoms. The second is the heart disease; data is on cardiac Single Proton Emission Computed Tomography (SPECT) images. Each patient classified into two categories: infected and non-infected. Classification is an important tool in medical diagnosis decision support. Feed-forward back propagation neural network is used as a…Expand Abstract
    387 Citations
    Highly Influencial Citations
    23
    Background Citations
    131
    Methods Citations
    85
    Results Citations
    3
    387 Citations
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    References

    SHOWING 1-10 OF 19 REFERENCES
    Effective diagnosis of heart disease through neural networks ensembles
    • 374
    • Highly Influential
    Training neural network classifiers for medical decision making: The effects of imbalanced datasets on classification performance
    • 518
    • PDF
    A TWO TIER NEURAL INTERNETWORK BASED APPROACH TO MEDICAL DIAGNOSIS USING K-NEAREST NEIGHBOR CLASSIFICATION FOR DIAGNOSIS PRUNING
    • 7
    • PDF
    An intelligent model for liver disease diagnosis
    • Rong-Ho Lin
    • Medicine, Computer Science
    • Artif. Intell. Medicine
    • 2009
    • 112
    A Novel Fuzzy-Neural Based Medical Diagnosis System
    • 71
    • PDF
    Automated diagnosis of heart disease in patients with heart murmurs: application of a neural network technique
    • 30
    A new approach to urinary system dynamics problems: Evaluation and classification of uroflowmeter signals using artificial neural networks
    • 15
    Application of artificial neural networks in the diagnosis of urological dysfunctions
    • 77
    Chest diseases diagnosis using artificial neural networks
    • 130
    A Computer Aided Diagnosis System in Mammography Using Artificial Neural Networks
    • Guodong Zhang, Peiyu Yan, H. Zhao, X. Zhang
    • Computer Science
    • 2008 International Conference on BioMedical Engineering and Informatics
    • 2008
    • 30