Udemy - AI in Healthcare - A-Z Guide on Tech, Applications and Et...

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• Get Bonus Downloads Here.url (0.2 KB)
~Get Your Files Here ! 1 - Welcome & Course Overview
• 1 - Welcome & Course Overview.mp4 (44.3 MB)
10 - The Moral Compass Ethical Considerations & Governance
• 1 - The Black Box Problem The Critical Need for Explainability and Trust.mp4 (29.2 MB)
• 2 - Opening the Box The Rise of Explainable AI (XAI).mp4 (18.0 MB)
• 3 - Accountability & Liability Who is Responsible When AI is Wrong.mp4 (25.3 MB)
11 - The 5-10 Year Horizon The Future of AI in Healthcare
• 1 - Emerging Trend Generative AI and Synthetic Data Creation.mp4 (37.8 MB)
• 2 - Emerging Trend Federated Learning for Privacy-Preserving Collaboration.mp4 (43.7 MB)
• 3 - Emerging Trend AI's Expanding Role in Mental Health.mp4 (38.4 MB)
• 4 - The Augmented Clinician How AI Will Evolve, Not Replace, Healthcare Roles.mp4 (32.0 MB)
• 5 - The Need for Algorithmic Literacy in Medical Education.mp4 (30.7 MB)
12 - Course Conclusion & Next Steps
• 1 - Summary of Key Learnings.mp4 (65.6 MB)
• 2 - Thank You & Course Wrap-up.mp4 (23.9 MB)
2 - Introduction to the AI Healthcare Revolution
• 1 - Defining AI in a Clinical Context.mp4 (59.7 MB)
• 2 - The Paradigm Shift Key Drivers of the AI Transformation.mp4 (52.2 MB)
3 - The Core Technologies Understanding the AI Toolkit
• 1 - Machine Learning (ML) The Engine of Prediction.mp4 (29.3 MB)
• 2 - Supervised Learning (Classification vs. Regression).mp4 (21.0 MB)
• 3 - Unsupervised Learning (Patient Stratification, Anomaly Detection).mp4 (36.0 MB)
• 4 - Deep Learning & Neural Networks Explained.mp4 (32.6 MB)
• 5 - Natural Language Processing (NLP) Unlocking Unstructured Clinical Data.mp4 (23.2 MB)
• 6 - Computer Vision Giving Machines Medical Sight.mp4 (21.9 MB)
• 7 - Medical Robotics The Physical Embodiment of AI.mp4 (26.3 MB)
4 - AI in Diagnostics The New Frontier of Detection
• 1 - Revolutionizing Radiology AI as the Radiologist's Co-pilot.mp4 (26.8 MB)
• 2 - Deep Dive How Convolutional Neural Networks (CNNs) Analyze Medical Images.mp4 (25.1 MB)
• 3 - Case Study - AI in Oncology Imaging (Detecting Cancers in CTs & MRIs).mp4 (38.4 MB)
• 4 - Case Study - AI for Diabetic Retinopathy Screening.mp4 (26.4 MB)
• 5 - Case Study - AI in Neurological Disorders (Predicting Alzheimer's from MRIs).mp4 (26.4 MB)
• 6 - The Rise of Digital Pathology AI Analysis of Tissue Samples.mp4 (31.8 MB)
• 7 - Industry Spotlight Key Players in Diagnostic AI -GE Healthcare, Aidoc, Paige AI.mp4 (36.9 MB)
5 - Reinventing Pharma AI in Drug Discovery & Development
• 1 - Solving the R&D Crisis How AI is Making Drug Discovery Faster and Cheaper.mp4 (27.8 MB)
• 2 - AI for Target Identification and High-Speed Virtual Screening.mp4 (27.3 MB)
• 3 - Predicting Drug Efficacy and Optimizing Clinical Trial Design.mp4 (29.5 MB)
• 4 - Case Study - BenevolentAI and Rapid Drug Repurposing for COVID-19.mp4 (30.8 MB)
6 - The N-of-1 Revolution AI in Personalized Medicine & Surgery
• 1 - Beyond One-Size-Fits-All AI for Personalized Treatment Plans.mp4 (24.3 MB)
• 2 - Case Study - AI-Driven Personalized Oncology (Tempus).mp4 (30.5 MB)
• 3 - Enhancing the Surgeon's Hand AI in Precision Surgery.mp4 (36.7 MB)
• 4 - Industry Spotlight Leaders in Surgical Robotics (Intuitive Surgical, Medtronic).mp4 (44.4 MB)
7 - Optimizing the System AI for Hospital Operations & Administration
• 1 - Tackling Clinician Burnout with AI-Powered Workflow Optimization.mp4 (29.8 MB)
• 2 - Automating Documentation From Medical Coding to Ambient AI Scribes.mp4 (24.3 MB)
• 3 - Predictive Analytics for Hospital Management.mp4 (28.6 MB)
8 - The Patient as Partner AI for Engagement and Remote Care
• 1 - The Digital Front Door Redefining the Locus of Healthcare.mp4 (16.8 MB)
• 2 - Wearables & Remote Patient Monitoring (RPM) for Chronic Conditions.mp4 (31.0 MB)
• 3 - Case Studies in RPM Managing Cardiovascular Disease, Diabetes, and Respiratory.mp4 (33.2 MB)
• 4 - Virtual Health Assistants & Chatbots Providing 247 Access to Care.mp4 (16.3 MB)
9 - The Main Problems and Challenges
• 1 - Data Privacy & Security The HIPAA Paradox and Re-identification Risk.mp4 (31.5 MB)
• 2 - Algorithmic Bias & Health Equity Preventing AI from Amplifying Disparities.mp4 (50.6 MB)
• 3 - Navigating the FDA Regulatory Pathways for AI Medical Devices.mp4 (44.2 MB)
• 4 - The Integration Bottleneck Interoperability with Legacy EHR Systems.mp4 (28.2 MB)
• 5 - The Bottom Line Understanding the Cost and Resource Allocation for AI.mp4 (26.4 MB)
• Bonus Resources.txt (0.1 KB)