MACHINE AND DEEP LEARNING ALGORITHMS, APPLICATIONS CANCER DETECTION

Vishnu Kumar Mishra (u. a.)

ISBN 10: 6207487907 / ISBN 13: 9786207487905

Verlag: LAP LAMBERT Academic Publishing, 2024

MACHINE AND DEEP LEARNING ALGORITHMS, APPLICATIONS CANCER DETECTION | Vishnu Kumar Mishra (u. a.) | Taschenbuch | Englisch | 2024 | LAP LAMBERT Academic Publishing | EAN 9786207487905 | Verantwortliche Person für die EU: preigu GmbH & Co. KG, Lengericher Landstr. 19, 49078 Osnabrück, mail[at]preigu[dot]de | Anbieter: preigu. Bestandsnummer des Verkäufers 129312535

Inhaltsangabe:

A book that covers different machine learning and deep learning algorithms specifically for lung cancer would be an excellent resource for researchers, medical professionals, and data scientists interested in leveraging artificial intelligence for medical diagnosis and treatment. While I can't provide a specific book title, I can suggest the key topics and areas such a book might cover: Introduction to Lung Cancer: The book may start with an overview of lung cancer, including its types, causes, diagnosis methods, and current treatment options. Machine Learning Fundamentals: It may cover fundamental concepts of machine learning, including supervised, unsupervised, and semi-supervised learning, as well as evaluation metrics commonly used in medical applications.Data Preprocessing and Feature Engineering: The book may discuss techniques for preprocessing medical imaging data, such as CT scans or X-rays, including image normalization, noise reduction, and feature extraction.Classification Algorithms: It would likely delve into various classification algorithms used for lung cancer detection and diagnosis, such as support vector machines (SVM), random forests, decision trees.

Über die Autorin bzw. den Autor: Dr. V. K. Mishra is working as Associate Professor in the Department of Computer Science and Engineering in Malla Reddy Engineering College for Women (Autonomous), Maisammaguda, Dhulapally, Hyderabad, Telangana. He has 19+ years of experience in teaching.

Bibliografische Details

Titel: MACHINE AND DEEP LEARNING ALGORITHMS, ...
Verlag: LAP LAMBERT Academic Publishing
Erscheinungsdatum: 2024
Einband: Taschenbuch
Zustand: Neu