فهرست مطالب کتاب شبکه های عصبی عمیق برای تصویربرداری چندوجهی و کاربردهای زیست پزشکی:

Preface.................................................................................................................. xiv

Chapter 1

Emerging Information Technology Scenarios and Their Contributions in Reinventing Future Healthcare Systems: Applications and Practical Systems for Healthcare .......................... 1

Chapter 2

Deep Learning Models for Semantic Multi-Modal Medical Image Segmentation .............................. 12

Chapter 3

Deep Learning Techniques for Biomedical Image Analysis in Healthcare .......................................... 31

Chapter 4

Heterogeneous Large-Scale Distributed Systems on Machine Learning.............................................. 47

Chapter 5

Impact of Smart Technology and Economic Growth for Biomedical Applications............................. 69

Chapter 6

Importance of Automation and Next-Generation IoT in Smart Healthcare.......................................... 80

Chapter 7

A Comparative Study of Popular CNN Topologies Used for Imagenet Classification ........................ 89

Chapter 8

A Novel Framework on Biomedical Image Analysis Based on Shape and Texture Classification for Complex Disease Diagnosis.......................................................................................................... 104

Chapter 9

Deep Learning Techniques for Prediction, Detection, and Segmentation of Brain Tumors............... 118

Chapter 10

Demystification of Deep Learning-Driven Medical Image Processing and Its Impact on Future Biomedical Applications..................................................................................................................... 155

Chapter 11

Artificial Intelligence and Reliability Metrics in Medical Image Analysis ........................................ 172

Chapter 12

Transforming Biomedical Applications Through Smart Sensing and Artificial Intelligence............. 186

Chapter 13

Exploring Internet of Things and Artificial Intelligence for Smart Healthcare Solutions.................. 205

Chapter 14

The Pivotal Role of Edge Computing With Machine Learning and Its Impact on Healthcare .......... 219

Chapter 15

Neuro-Fuzzy-Based Smart Irrigation System and Multimodal Image Analysis in Static-Clustered Wireless Sensor Network for Marigold Crops.................................................................................... 237

Chapter 16

Use of Eggshell as a Partial Replacement for Sand in Concrete Used in Biomedical Applications ...................................................................................................... 256

Compilation of References ........................................................................ 265

About the Contributors ............................................................................... 286

Index............................................................................................................. 293