scholarly journals Characterization of Tumor Region Using SOM and Neuro Fuzzy Techniques in Digital Mammography

2011 ◽  
Vol 3 (1) ◽  
pp. 199-211 ◽  
Author(s):  
Anamika Ahirwar ◽  
R.S Jadon
Keyword(s):  
Digital Mammography ◽  
Neuro Fuzzy ◽  
Tumor Region ◽  
Fuzzy Techniques

Automated Characterization of Atheromatous Plaque in Intravascular Ultrasound Images Using Neuro Fuzzy Classifier

2012 ◽  
Vol 58 (4) ◽  
pp. 425-431 ◽  
Author(s):  
D. Selvathi ◽  
N. Emimal ◽  
Henry Selvaraj
Keyword(s):  
Intravascular Ultrasound ◽  
Human Error ◽  
Human Life ◽  
Classification Performance ◽  
Atheromatous Plaque ◽  
Ultrasound Images ◽  
Fuzzy Classifier ◽  
Neuro Fuzzy ◽  
Calcified Tissues

Abstract The medical imaging field has grown significantly in recent years and demands high accuracy since it deals with human life. The idea is to reduce human error as much as possible by assisting physicians and radiologists with some automatic techniques. The use of artificial intelligent techniques has shown great potential in this field. Hence, in this paper the neuro fuzzy classifier is applied for the automated characterization of atheromatous plaque to identify the fibrotic, lipidic and calcified tissues in Intravascular Ultrasound images (IVUS) which is designed using sixteen inputs, corresponds to sixteen pixels of instantaneous scanning matrix, one output that tells whether the pixel under consideration is Fibrotic, Lipidic, Calcified or Normal pixel. The classification performance was evaluated in terms of sensitivity, specificity and accuracy and the results confirmed that the proposed system has potential in detecting the respective plaque with the average accuracy of 98.9%.

Characterization of polymer based composite using neuro-fuzzy model

2021 ◽  
Author(s):  
Safaa A.S. Almtori ◽  
Imad O. Bachi Al-Fahad ◽  
Atheed Habeeb Taha Al-temimi ◽  
A.K. Jassim
Keyword(s):  
Fuzzy Model ◽  
Neuro Fuzzy

Prediction of Machinability characteristics of Ti6Al4V alloy using Neural Networks and Neuro-Fuzzy techniques

2018 ◽  
Vol 5 (2) ◽  
pp. 8454-8463 ◽  
Author(s):  
N. Harsha ◽  
I. Ajit Kumar ◽  
K. Sita Rama Raju ◽  
S. Rajesh
Keyword(s):  
Neural Networks ◽  
Ti6al4v Alloy ◽  
Neuro Fuzzy ◽  
Fuzzy Techniques

scholarly journals Short-term and long-term thermal prediction of a walking beam furnace using neuro-fuzzy techniques

2015 ◽  
Vol 19 (2) ◽  
pp. 703-721 ◽  
Author(s):  
Hamed Banadaki ◽  
Hasan Nozari ◽  
Mahdi Shoorehdeli
Keyword(s):  
Short Term ◽  
Neuro Fuzzy ◽  
Fuzzy Techniques

scholarly journals Comparison of Full-Field Digital Mammography and Screen-Film Mammography for Detection and Characterization of Simulated Small Masses

2006 ◽  
Vol 187 (6) ◽  
pp. W576-W581 ◽  
Author(s):  
Wei T. Yang ◽  
Chao-Jen Lai ◽  
Gary J. Whitman ◽  
William A. Murphy ◽  
Mark J. Dryden ◽  
...  
Keyword(s):  
Digital Mammography ◽  
Full Field ◽  
Full Field Digital Mammography
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