Udemy - AI in Healthcare - A-Z Guide on Tech, Applications and Ethics
File List
| File | Size |
|---|---|
| Get Bonus Downloads Here.url | 180 B |
| ~Get Your Files Here !/1 - Welcome & Course Overview/1 - Welcome & Course Overview.mp4 | 44.29 MB |
| ~Get Your Files Here !/10 - The Moral Compass Ethical Considerations & Governance/1 - The Black Box Problem The Critical Need for Explainability and Trust.mp4 | 29.25 MB |
| ~Get Your Files Here !/10 - The Moral Compass Ethical Considerations & Governance/2 - Opening the Box The Rise of Explainable AI (XAI).mp4 | 18.01 MB |
| ~Get Your Files Here !/10 - The Moral Compass Ethical Considerations & Governance/3 - Accountability & Liability Who is Responsible When AI is Wrong.mp4 | 25.3 MB |
| ~Get Your Files Here !/11 - The 5-10 Year Horizon The Future of AI in Healthcare/1 - Emerging Trend Generative AI and Synthetic Data Creation.mp4 | 37.78 MB |
| ~Get Your Files Here !/11 - The 5-10 Year Horizon The Future of AI in Healthcare/2 - Emerging Trend Federated Learning for Privacy-Preserving Collaboration.mp4 | 43.72 MB |
| ~Get Your Files Here !/11 - The 5-10 Year Horizon The Future of AI in Healthcare/3 - Emerging Trend AI's Expanding Role in Mental Health.mp4 | 38.35 MB |
| ~Get Your Files Here !/11 - The 5-10 Year Horizon The Future of AI in Healthcare/4 - The Augmented Clinician How AI Will Evolve, Not Replace, Healthcare Roles.mp4 | 31.98 MB |
| ~Get Your Files Here !/11 - The 5-10 Year Horizon The Future of AI in Healthcare/5 - The Need for Algorithmic Literacy in Medical Education.mp4 | 30.68 MB |
| ~Get Your Files Here !/12 - Course Conclusion & Next Steps/1 - Summary of Key Learnings.mp4 | 65.65 MB |
| ~Get Your Files Here !/12 - Course Conclusion & Next Steps/2 - Thank You & Course Wrap-up.mp4 | 23.93 MB |
| ~Get Your Files Here !/2 - Introduction to the AI Healthcare Revolution/1 - Defining AI in a Clinical Context.mp4 | 59.73 MB |
| ~Get Your Files Here !/2 - Introduction to the AI Healthcare Revolution/2 - The Paradigm Shift Key Drivers of the AI Transformation.mp4 | 52.18 MB |
| ~Get Your Files Here !/3 - The Core Technologies Understanding the AI Toolkit/1 - Machine Learning (ML) The Engine of Prediction.mp4 | 29.32 MB |
| ~Get Your Files Here !/3 - The Core Technologies Understanding the AI Toolkit/2 - Supervised Learning (Classification vs. Regression).mp4 | 20.98 MB |
| ~Get Your Files Here !/3 - The Core Technologies Understanding the AI Toolkit/3 - Unsupervised Learning (Patient Stratification, Anomaly Detection).mp4 | 35.99 MB |
| ~Get Your Files Here !/3 - The Core Technologies Understanding the AI Toolkit/4 - Deep Learning & Neural Networks Explained.mp4 | 32.64 MB |
| ~Get Your Files Here !/3 - The Core Technologies Understanding the AI Toolkit/5 - Natural Language Processing (NLP) Unlocking Unstructured Clinical Data.mp4 | 23.16 MB |
| ~Get Your Files Here !/3 - The Core Technologies Understanding the AI Toolkit/6 - Computer Vision Giving Machines Medical Sight.mp4 | 21.89 MB |
| ~Get Your Files Here !/3 - The Core Technologies Understanding the AI Toolkit/7 - Medical Robotics The Physical Embodiment of AI.mp4 | 26.3 MB |
| ~Get Your Files Here !/4 - AI in Diagnostics The New Frontier of Detection/1 - Revolutionizing Radiology AI as the Radiologist's Co-pilot.mp4 | 26.79 MB |
| ~Get Your Files Here !/4 - AI in Diagnostics The New Frontier of Detection/2 - Deep Dive How Convolutional Neural Networks (CNNs) Analyze Medical Images.mp4 | 25.15 MB |
| ~Get Your Files Here !/4 - AI in Diagnostics The New Frontier of Detection/3 - Case Study - AI in Oncology Imaging (Detecting Cancers in CTs & MRIs).mp4 | 38.41 MB |
| ~Get Your Files Here !/4 - AI in Diagnostics The New Frontier of Detection/4 - Case Study - AI for Diabetic Retinopathy Screening.mp4 | 26.38 MB |
| ~Get Your Files Here !/4 - AI in Diagnostics The New Frontier of Detection/5 - Case Study - AI in Neurological Disorders (Predicting Alzheimer's from MRIs).mp4 | 26.42 MB |
| ~Get Your Files Here !/4 - AI in Diagnostics The New Frontier of Detection/6 - The Rise of Digital Pathology AI Analysis of Tissue Samples.mp4 | 31.8 MB |
| ~Get Your Files Here !/4 - AI in Diagnostics The New Frontier of Detection/7 - Industry Spotlight Key Players in Diagnostic AI -GE Healthcare, Aidoc, Paige AI.mp4 | 36.86 MB |
| ~Get Your Files Here !/5 - Reinventing Pharma AI in Drug Discovery & Development/1 - Solving the R&D Crisis How AI is Making Drug Discovery Faster and Cheaper.mp4 | 27.76 MB |
| ~Get Your Files Here !/5 - Reinventing Pharma AI in Drug Discovery & Development/2 - AI for Target Identification and High-Speed Virtual Screening.mp4 | 27.34 MB |
| ~Get Your Files Here !/5 - Reinventing Pharma AI in Drug Discovery & Development/3 - Predicting Drug Efficacy and Optimizing Clinical Trial Design.mp4 | 29.55 MB |
| ~Get Your Files Here !/5 - Reinventing Pharma AI in Drug Discovery & Development/4 - Case Study - BenevolentAI and Rapid Drug Repurposing for COVID-19.mp4 | 30.78 MB |
| ~Get Your Files Here !/6 - The N-of-1 Revolution AI in Personalized Medicine & Surgery/1 - Beyond One-Size-Fits-All AI for Personalized Treatment Plans.mp4 | 24.28 MB |
| ~Get Your Files Here !/6 - The N-of-1 Revolution AI in Personalized Medicine & Surgery/2 - Case Study - AI-Driven Personalized Oncology (Tempus).mp4 | 30.5 MB |
| ~Get Your Files Here !/6 - The N-of-1 Revolution AI in Personalized Medicine & Surgery/3 - Enhancing the Surgeon's Hand AI in Precision Surgery.mp4 | 36.7 MB |
| ~Get Your Files Here !/6 - The N-of-1 Revolution AI in Personalized Medicine & Surgery/4 - Industry Spotlight Leaders in Surgical Robotics (Intuitive Surgical, Medtronic).mp4 | 44.41 MB |
| ~Get Your Files Here !/7 - Optimizing the System AI for Hospital Operations & Administration/1 - Tackling Clinician Burnout with AI-Powered Workflow Optimization.mp4 | 29.8 MB |
| ~Get Your Files Here !/7 - Optimizing the System AI for Hospital Operations & Administration/2 - Automating Documentation From Medical Coding to Ambient AI Scribes.mp4 | 24.31 MB |
| ~Get Your Files Here !/7 - Optimizing the System AI for Hospital Operations & Administration/3 - Predictive Analytics for Hospital Management.mp4 | 28.62 MB |
| ~Get Your Files Here !/8 - The Patient as Partner AI for Engagement and Remote Care/1 - The Digital Front Door Redefining the Locus of Healthcare.mp4 | 16.76 MB |
| ~Get Your Files Here !/8 - The Patient as Partner AI for Engagement and Remote Care/2 - Wearables & Remote Patient Monitoring (RPM) for Chronic Conditions.mp4 | 30.96 MB |
| ~Get Your Files Here !/8 - The Patient as Partner AI for Engagement and Remote Care/3 - Case Studies in RPM Managing Cardiovascular Disease, Diabetes, and Respiratory.mp4 | 33.16 MB |
| ~Get Your Files Here !/8 - The Patient as Partner AI for Engagement and Remote Care/4 - Virtual Health Assistants & Chatbots Providing 247 Access to Care.mp4 | 16.35 MB |
| ~Get Your Files Here !/9 - The Main Problems and Challenges/1 - Data Privacy & Security The HIPAA Paradox and Re-identification Risk.mp4 | 31.55 MB |
| ~Get Your Files Here !/9 - The Main Problems and Challenges/2 - Algorithmic Bias & Health Equity Preventing AI from Amplifying Disparities.mp4 | 50.57 MB |
| ~Get Your Files Here !/9 - The Main Problems and Challenges/3 - Navigating the FDA Regulatory Pathways for AI Medical Devices.mp4 | 44.22 MB |
| ~Get Your Files Here !/9 - The Main Problems and Challenges/4 - The Integration Bottleneck Interoperability with Legacy EHR Systems.mp4 | 28.22 MB |
| ~Get Your Files Here !/9 - The Main Problems and Challenges/5 - The Bottom Line Understanding the Cost and Resource Allocation for AI.mp4 | 26.37 MB |
| ~Get Your Files Here !/Bonus Resources.txt | 70 B |
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