Deep Learning for Healthcare Services
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| Title: | Deep Learning for Healthcare Services |
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| Description: | This book highlights the applications of deep learning algorithms in implementing big data and IoT enabled smart solutions to treat and care for terminally ill patients. It presents 5 concise chapters showing how these technologies can empower the conventional doctor patient relationship in a more dynamic, transparent, and personalized manner. The key topics covered in this book include:- The Role of Deep Learning in Healthcare Industry: Limitations- Generative Adversarial Networks for Deep Learning in Healthcare- The Role of Blockchain in the Healthcare Sector- Brain Tumor Detection Based on Different Deep Neural Networks Key features include a thorough, research-based overview of technologies that can assist deep learning models in the healthcare sector, including architecture and industrial scope. The book also presents a robust image processing model for brain tumor screening. Through this book, the editors have attempted to combine numerous compelling views, guidelines and frameworks. Healthcare industry professionals will understand how Deep Learning can improve health care service delivery. |
| Authors: | Parma, Nand, Vishal, Jain, Dac, Nhuong Le, Jyotir, Moy Chatterjee, Ramani, Kannan, Abhishek, S. Verma |
| Resource Type: | eBook. |
| Subjects: | Deep learning (Machine learning), Medical care--Data processing, Medical care--Technological innovations |
| Categories: | BUSINESS & ECONOMICS / Industries / Healthcare, MEDICAL / Health Care Delivery |
| Database: | eBook Collection (EBSCOhost) |
| Abstract: | This book highlights the applications of deep learning algorithms in implementing big data and IoT enabled smart solutions to treat and care for terminally ill patients. It presents 5 concise chapters showing how these technologies can empower the conventional doctor patient relationship in a more dynamic, transparent, and personalized manner. The key topics covered in this book include:- The Role of Deep Learning in Healthcare Industry: Limitations- Generative Adversarial Networks for Deep Learning in Healthcare- The Role of Blockchain in the Healthcare Sector- Brain Tumor Detection Based on Different Deep Neural Networks Key features include a thorough, research-based overview of technologies that can assist deep learning models in the healthcare sector, including architecture and industrial scope. The book also presents a robust image processing model for brain tumor screening. Through this book, the editors have attempted to combine numerous compelling views, guidelines and frameworks. Healthcare industry professionals will understand how Deep Learning can improve health care service delivery. |
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| ISBN: | 9789815080247 9789815080230 |
