[ WebToolTip.com ] Udemy - AI in Healthcare - A-Z Guide on Tech, Applications and Ethics
大小1.48 GB
文件数49
Info Hash:0D9238F676D9462E3171B881E56BCAEACC816189
收录时间2026-02-14 13:26:10
更新时间2026-02-14 13:26:10
文件列表 (49)
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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