Early Detection and Classification of Breast Cancer Using ML - Tapa blanda

Name: Early Detection and Classification of Breast Cancer Using ML
Author: Narasimhaiah, P.; Nagaraju, C.
ISBN: 9786209575037

Narasimhaiah, P.; Nagaraju, C.

9786209575037: Early Detection and Classification of Breast Cancer Using ML

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ISBN 10: 620957503X ISBN 13: 9786209575037

Editorial: LAP LAMBERT Academic Publishing, 2026

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The most common cancer among the women in the world with high mortality rate is breast cancer. Early detection and accurate classification of breast cancer are essential for improving patient survival and enabling timely clinical intervention. Machine learning techniques have been widely applied to analyze diagnostic data from mammography, ultrasound, magnetic resonance imaging, and histopathological examinations. Traditional machine learning methods use handcrafted features classified by algorithms such as Support Vector Machines and Random Forests, while deep learning models, particularly convolutional neural networks, automatically learn discriminative feature representations from raw data. Experimental studies show that these models can effectively distinguish between benign and malignant lesions with high accuracy, supporting radiologists in early-stage diagnosis.

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Editorial: LAP LAMBERT Academic Publishing
A�o de publicaci�n: 2026
Idioma: Ingl�s
ISBN 10: 620957503X
ISBN 13: 9786209575037
Encuadernaci�n: Tapa blanda
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Early Detection and Classification of Breast Cancer Using ML

Narasimhaiah, P.; Nagaraju, C.

Publicado por LAP LAMBERT Academic Publishing, 2026

ISBN 10: 620957503X ISBN 13: 9786209575037

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Early Detection and Classification of Breast Cancer Using ML

Narasimhaiah, P.; Nagaraju, C.

Publicado por LAP LAMBERT Academic Publishing, 2026

ISBN 10: 620957503X ISBN 13: 9786209575037

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Early Detection and Classification of Breast Cancer Using ML

Narasimhaiah, P.; Nagaraju, C.

Publicado por LAP LAMBERT Academic Publishing, 2026

ISBN 10: 620957503X ISBN 13: 9786209575037

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Early Detection and Classification of Breast Cancer Using ML

P. Narasimhaiah

Publicado por LAP LAMBERT Academic Publishing Feb 2026, 2026

ISBN 10: 620957503X ISBN 13: 9786209575037

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Taschenbuch. Condici�n: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware 120 pp. Englisch. N� de ref. del art�culo: 9786209575037

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Early Detection and Classification of Breast Cancer Using ML

C. Nagaraju

Publicado por LAP LAMBERT Academic Publishing, 2026

ISBN 10: 620957503X ISBN 13: 9786209575037

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Taschenbuch. Condici�n: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - The most common cancer among the women in the world with high mortality rate is breast cancer. Early detection and accurate classification of breast cancer are essential for improving patient survival and enabling timely clinical intervention. Machine learning techniques have been widely applied to analyze diagnostic data from mammography, ultrasound, magnetic resonance imaging, and histopathological examinations. Traditional machine learning methods use handcrafted features classified by algorithms such as Support Vector Machines and Random Forests, while deep learning models, particularly convolutional neural networks, automatically learn discriminative feature representations from raw data. Experimental studies show that these models can effectively distinguish between benign and malignant lesions with high accuracy, supporting radiologists in early-stage diagnosis. N� de ref. del art�culo: 9786209575037

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Early Detection and Classification of Breast Cancer Using ML (Paperback)

P. Narasimhaiah

Publicado por LAP Lambert Academic Publishing, 2026

ISBN 10: 620957503X ISBN 13: 9786209575037

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Paperback. Condici�n: new. Paperback. The most common cancer among the women in the world with high mortality rate is breast cancer. Early detection and accurate classification of breast cancer are essential for improving patient survival and enabling timely clinical intervention. Machine learning techniques have been widely applied to analyze diagnostic data from mammography, ultrasound, magnetic resonance imaging, and histopathological examinations. Traditional machine learning methods use handcrafted features classified by algorithms such as Support Vector Machines and Random Forests, while deep learning models, particularly convolutional neural networks, automatically learn discriminative feature representations from raw data. Experimental studies show that these models can effectively distinguish between benign and malignant lesions with high accuracy, supporting radiologists in early-stage diagnosis. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability. N� de ref. del art�culo: 9786209575037

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Early Detection and Classification of Breast Cancer Using ML

P. Narasimhaiah

Publicado por LAP LAMBERT Academic Publishing Feb 2026, 2026

ISBN 10: 620957503X ISBN 13: 9786209575037

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Taschenbuch. Condici�n: Neu. This item is printed on demand - Print on Demand Titel. Neuware -The most common cancer among the women in the world with high mortality rate is breast cancer. Early detection and accurate classification of breast cancer are essential for improving patient survival and enabling timely clinical intervention. Machine learning techniques have been widely applied to analyze diagnostic data from mammography, ultrasound, magnetic resonance imaging, and histopathological examinations. Traditional machine learning methods use handcrafted features classified by algorithms such as Support Vector Machines and Random Forests, while deep learning models, particularly convolutional neural networks, automatically learn discriminative feature representations from raw data. Experimental studies show that these models can effectively distinguish between benign and malignant lesions with high accuracy, supporting radiologists in early-stage diagnosis.VDM Verlag, Dudweiler Landstra�e 99, 66123 Saarbr�cken 120 pp. Englisch. N� de ref. del art�culo: 9786209575037

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Early Detection and Classification of Breast Cancer Using ML

P. Narasimhaiah (u. a.)

Publicado por LAP LAMBERT Academic Publishing, 2026

ISBN 10: 620957503X ISBN 13: 9786209575037

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Taschenbuch. Condici�n: Neu. Early Detection and Classification of Breast Cancer Using ML | P. Narasimhaiah (u. a.) | Taschenbuch | Englisch | 2026 | LAP LAMBERT Academic Publishing | EAN 9786209575037 | Verantwortliche Person f�r die EU: SIA OmniScriptum Publishing, Brivibas Gatve 197, 1039 RIGA, LETTLAND, customerservice[at]vdm-vsg[dot]de | Anbieter: preigu. N� de ref. del art�culo: 134623029

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