Ch 7By Offering Type70
7.1.Software (AI Algorithms & Platforms)72
7.2.Services (Installation, Training & Maintenance)75
7.3.Hardware (AI-Embedded Imaging Devices/Edge Computing)78
Ch 8By Technology90
8.1.Deep Learning (CNNs & RNNs)92
8.2.Natural Language Processing (NLP)95
8.3.Computer Vision98
8.4.Generative AI (Synthetic Data & Augmentation)101
Ch 9By Modality110
9.1.CT Scan112
9.2.MRI115
9.3.X-ray118
9.4.Ultrasound121
9.5.Nuclear Imaging (PET/SPECT)124
Ch 10By Application130
10.1.Oncology132
10.2.Neurology (Stroke & TBI)135
10.3.Cardiology138
10.4.Chest & Lung (Respiratory)141
10.5.Breast Imaging (Mammography)144
Ch 11By End User150
11.1.Hospitals & Diagnostic Centers152
11.2.Research & Academic Institutes155
11.3.Pharmaceutical & Biotech Companies158