Deep Learning and Machine Learning Frameworks for Cervical Cancer Screening

Language: English

Published by Pippet Sky, 2026

9798182718349

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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Softcover

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nach der Bestellung gedruckt Neuware - Printed after ordering - Deep Learning and Machine Learning Frameworks for Cervical Cancer Screening presents a comprehensive exploration of computational intelligence techniques applied to digital pathology, automated cytology, and cervical cancer diagnostic systems. As clinical oncology increasingly adopts computer-assisted diagnostic tools, designing resilient algorithm pipelines to evaluate Papanicolaou smears, colposcopy imagery, and histopathological tissue samples has become a critical engineering discipline. This monograph details the mathematical principles, model architectures, and data processing strategies required to build reliable machine learning models for early detection and risk stratification.The text examines convolutional neural network architectures, transfer learning strategies, feature extraction routines, and hybrid classification algorithms optimized for complex cellular structures. It addresses fundamental technical challenges including class imbalance in clinical datasets, slide artifact filtering, multi-scale image segmentation, and model interpretability. Designed for biomedical engineers, data scientists, and medical imaging software developers, this volume provides rigorous insights into establishing automated screening systems that enhance diagnostic accuracy and operational efficiency in modern healthcare settings.2. Short Description3. Keywords4. BISAC Subjects COMPUTERS / Data Science / Data Analytics5. Thema SubjectsMKD Medical equipment & techniques / Biomedical engineeringUYQ Artificial intelligence & machine learningMMF Radiology.…

Seller Inventory # 9798182718349

Title
Deep Learning and Machine Learning Frameworks for Cervical Cancer Screening
Author
Treven Shylok
Publisher
Pippet Sky
Publication year
2026
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 13
9798182718349
Item weight
184 grams
Dimensions
229x152x7 mm

AHA-BUCH GmbH

Einbeck, Germany

5-star seller

AbeBooks seller since August 14, 2006

Shipping rates from Germany to U.S.A.

Item7 to 10 business days5 to 7 business days
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