DEEP LEARNING FOR HEALTHCARE: AI IN DIAGNOSIS, IMAGING, AND GENOMIC - Softcover

M., Vengateshwaran; D., Naveen Raju; S., Kanimozhi

 
9786206780359: DEEP LEARNING FOR HEALTHCARE: AI IN DIAGNOSIS, IMAGING, AND GENOMIC
Softcover
ISBN 10: 620678035X ISBN 13: 9786206780359
Publisher: LAP LAMBERT Academic Publishing, 2025

Synopsis

Deep learning, a rapidly advancing branch of artificial intelligence (AI), is revolutionizing the landscape of healthcare by enabling machines to perform complex tasks such as pattern recognition, classification, and prediction with unprecedented accuracy. Unlike traditional machine learning, which relies heavily on manual feature extraction, deep learning employs artificial neural networks capable of automatically learning from large volumes of raw data. This capability has made it a powerful tool in solving some of the most intricate problems in healthcare.Despite the challenges surrounding data privacy, model interpretability, and regulatory compliance, the benefits of deep learning in healthcare are profound. It streamlines clinical workflows, reduces diagnostic delays, supports evidence-based decisions, and improves the overall quality of care. As research continues to evolve, deep learning holds immense promise in addressing some of the most pressing challenges in global health—ranging from early disease detection and chronic illness management to outbreak prediction and drug discovery.

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Publisher
LAP LAMBERT Academic Publishing
Publication date
2025
Language
English
ISBN 10 
620678035X
ISBN 13 
9786206780359
Binding
Paperback
Number of pages
112