Computer Based Cancer Diagnosis Accuracy using ART 1.0 Algorithm

Name: Computer Based Cancer Diagnosis Accuracy using ART 1.0 Algorithm
Brand: LAP LAMBERT Academic Publishing
SKU: 9786206158370
Price: 210.67 RON
Availability: InStock

Autor: Neeraj Tiwari

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Editura: LAP LAMBERT Academic Publishing

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Today cancer is spreading heavily and become the most dangerous disease in the world. This disease c...

Informații despre carte

Autor

Neeraj Tiwari

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2023

Pagini

EAN

9786206158370

ISBN

6206158373

Enbook ID

43510464

Editura

LAP LAMBERT Academic Publishing

Greutate

125

Dimensiuni

150 x 220 x 5

Descriere completă

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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Computer Based Cancer Diagnosis Accuracy using ART 1.0 Algorithm

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