图书简介

Chapter 1 Edge Computing in Healthcare: Concepts, Tools, Techniques, and Use Cases Shalini Ramanathan, Anabel Pineda-Briseno, Tauheed Khan Mohd, and Mohan Ramasundaram Chapter 2 History and Role of AI in Healthcare and Medicine Dipali Dakhole and K.N. Praveena Chapter 3 Drug Discovery Using Explainable AI Approaches: The Current Scenario Chinju John, Akarsh K. Nair, and Jayakrushna Sahoo Chapter 4 Supervised Learning Models for Diagnosing Severity of Cirrhosis Disease Akshita Sakshi, J.V. Bibal Benifa, and P. Antony Seba Chapter 5 3D Volumetric Computed Tomography from 2D X-Rays: A Deep Learning Perspective Manish Kumar, Suman Kumar Maji, and Hussein Yahia Chapter 6 GAN-Based Encoder-Decoder Model for Multi-Label Diagnostic Scan Classification and Automated Radiology Report Generation Rahul Kumar, K. Karthik, and S. Sowmya Kamath Chapter 7 A Survey of Machine Learning- and Deep Learning-Based Techniques for Diabetic Retinopathy Screening Nitigya Sambyal, Poonam Saini, and Rupali Syal ¿Chapter 8 An Embedded Solution for Real-Time Implementation of a Deep Learning Model for Malicious Breast Tumour Detection S. Malarvizhi, R. Kayalvizhi, H. Heartlin Maria, Revathi Venkatraman, Shatanu Patil, and A. Maria Jossy Chapter 9 Towards Robust Diagnosis of Alzheimer’s Disease Using Ensemble Framework of Convolutional Neural Network and Vision Transformer Poonguzhali Elangovan and Malaya Kumar Nath Chapter 10 RetinalAlexU-Net: Segmentation of the Retinal Vascular Network for the Diagnosis of Diabetic Retinopathy A. Sathya Vani and D. Sumathi Chapter 11 Decoding EEG Signals to Generate Images Using GANs Ritik Naik, Kunal Chaudhari, Ketaki Jadhav, and Amit Joshi