Computer-aided diagnosis: a neural-network-based approach to lung nodule detection

In this work, the authors have developed a computer-aided diagnosis system, based on a two-level artificial neural network (ANN) architecture. This was trained, tested, and evaluated specifically on the problem of detecting lung cancer nodules found on digitized chest radiographs. The first ANN perf...

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Veröffentlicht in:	IEEE transactions on medical imaging 1998-12, Vol.17 (6), p.872-880
Hauptverfasser:	Penedo, M.G., Carreira, M.J., Mosquera, A., Cabello, D.
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial neural networks Biological and medical sciences Cancer detection Computer aided diagnosis Computer architecture Diagnosis, Computer-Assisted - methods Diagnosis, Computer-Assisted - statistics & numerical data Diagnostic radiography Humans Image analysis Lung - diagnostic imaging Lung Neoplasms - classification Lung Neoplasms - diagnostic imaging Lungs Mathematics Medical sciences Neoplasms Neural networks Neural Networks (Computer) Performance analysis Performance evaluation Pneumology Pulmonary diseases Radiographic Image Enhancement - methods Radiography, Thoracic - methods Radiography, Thoracic - statistics & numerical data Respiratory system : syndromes and miscellaneous diseases Sensitivity and Specificity Testing
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