Computer Based Cancer Diagnosis Accuracy using ART 1.0 Algorithm: DE - Softcover

Tiwari, Geeta; Tiwari, Neeraj

Softcover

ISBN 10: 6206158373 ISBN 13: 9786206158370

Verlag: LAP LAMBERT Academic Publishing, 2023

Inhaltsangabe

Today cancer is spreading heavily and become the most dangerous disease in the world. This disease causes death if not diagnoses before the major stage. Small changes or illness in the human body may transform to the cancer in the body. The main thing in this disease is that it is not easily detected in its earlier stage. So this causes the aim to design a computer operated system that can make distinguish between benign (non-cancerous) and malignant (cancerous) mammogram. The proposed system helps doctors to increase the diagnosis accuracy. The above propose system shall be simulated by MATLAB. The ART 1.0 algorithm shall be studied and modified to improve the accuracy of existing ART 1.0 system. The simulation shall be done by obtaining cancer data set from UCI repository. The reason behind choosing ART algorithm because of its characteristic to work on three phases i.e., Recognition, Comparison, Search Phase. The winning neuron is obtained by finding the dot product of input and weight vector. The neuron having largest dot product be the winner.

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Über die Autorin bzw. den Autor

Mrs. Geeta Tiwari (B. Tech, M. Tech.) is Assistant Professor at Poornima College of Engineering, Jaipur, Rajasthan, India.Prof. (Dr.) Neeraj Tiwari (B.Sc., B. Tech., M. Tech., Ph. D) is Professor & Dean IQAC (In-charge) at Poornima University Jaipur, Rajasthan, India.

Details zur Ausgabe

• Verlag: LAP LAMBERT Academic Publishing
• Erscheinungsdatum: 2023
• Sprache: Englisch
• ISBN 10: 6206158373
• ISBN 13: 9786206158370
• Einband: Taschenbuch
• Anzahl der Seiten: 72
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: OmniScriptum; customerservice@vdm-vsg.de; ; Brivibas gatve 197; Riga; 1039; Lettland