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AI in Healthcare | Future of Smart Hospitals

In this talk, I specifically talk about how NVIDIA healthcare AI software and hardware were used to support healthcare AI startups' innovation. Three startups featured: Caption Health, Artisight, and Hyperfine. Audience: healthcare systems CXOs.

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AI in Healthcare | Future of Smart Hospitals

  1. 1. Renee Yao, Global Healthcare AI Startups Lead, NVIDIA AI IN HEALTHCARE: FUTURE OF SMART HOSPITALS
  2. 2. But Domain Specific: Data, Algorithms, Skills AI — SOFTWARE THAT WRITES SOFTWARE AI MODEL DEVELOP DEPLOY Digital Health Data Algorithms & Compute Automated Skills RADIOLOGY PATIENT MONITORING PATHOLOGY GENOMICS SURGICAL DECISION SUPPORT
  3. 3. NVIDIA CLARA COMPUTATIONAL PLATFORM FOR HEALTHCARE NLP IMAGING INSTRUMENTS CONVERSATIONAL AI DRUG DISCOVERY GENOMICS Clara NLP Clara Imaging Clara AGX Clara Guardian Clara Discovery Clara Parabricks
  4. 4. Record Year of Funding | Dozens of Industry Firsts | 1200+ in NVIDIA Inception AI HEALTHCARE STARTUPS MAKE HISTORY IMAGING Healthcare AI Startup Funding in 2020 PHARMA SMART HOSPITALS DIGITAL HEALTH INSTRUMENTS $6.6B
  5. 5. www.nvidia.com/inception HEALTHCARE AI INNOVATION Video Analytics Deployed in 37 Hospitals MEDICAL DEVICES Deployed in 50+ Hospitals Medical Imaging Deployed in 20+ Hospitals
  6. 6. CAPTION HEALTH POWERED BY NVIDIA GPU © 2020 Caption Health, Inc.
  7. 7. Caption Health Verification, Validation, and FDA Authorization
  8. 8. End to End AI Intelligence For Hospitals ARTISIGHT TeleHealth 4hrs reduction in stroke evaluation Capacity Management Shorten LOS by 0.4 days Parking Lot Optimization Reduced patient complaints by 90% Clinic Coordination Improved patient satisfaction to 93% OR Coordination 5% more procedure; 16x ROI Surgical Quality Improvement 4-fold reduction in supply variation Telesitting 66% reduction in workplace violence Telemonitoring 78% fewer falls
  9. 9. OPERATING ROOM COORDINATION Automate OR Workflows § Computer vision data capture § Automated documentation § Automated notifications § Automated KPI reports § Automated patient family notifications 5% More Procedure. 16x ROI
  10. 10. OR COORDINATION ROI Key Assumptions Average Revenue per Case $ 11,000.00 Annual Number of Operating Room Cases during Prime Operating Hours 7000 Annual Percentage Increase in Cases 5% Number of Operating Rooms 8 I. Standard Service Costs Hardware Fee per OR $ 990.00 Software Fee per OR per Month $ 2500.00 II. Additional Hospital Revenue Additional Annual Cases 350 Additional Revenue $ 3,850,000.00 III. Additional Hospital Profit Revenue Growth $ 3,850,000.00 Cost of Artisight Software $ (240,000.00) Return on Investment (ROI) 16.0
  11. 11. SURGICAL QUALITY IMPROVEMENT Quality Improvement Application § Allow surgeons to review their videos with colleagues and trainees § Improve surgeon performance § Provide the data to standardize surgical performance and resources § Built on top of the same infrastructure used for OR coordination. No additional hardware needed. § Protected from legal discovery by the patient safety and quality improvement act of 2005 4-Fold Reduction in Surgical Supply Variation
  12. 12. TELEMONITORING 54% Reduction in Nurses’ Need to Enter COVID-19 Rooms
  13. 13. Patient Fall Detection with Computer Vision TELEMONITORING 78% Fall Reduction
  14. 14. TELEMONITORING ANALYSIS 66% Workplace Violence Reduction
  15. 15. BED MANAGEMENT Bed Planning: § Cameras can determine Room Status § Occupied § Unoccupied but Dirty § Clean § Cameras/Bluetooth can determine Room Assets § IV Pump § Patient Lift § Telemetry § Level of Care (ICU, Intermediate, Med- Surg, etc.) § Automated notifications for logistics § Monitors Epic for discharge and admission orders for real-time bed capacity § Notifies transporters and nursing when discharge orders are placed to make beds available Shorten Length of Stay by 0.4 Days
  16. 16. PATIENT ROOM SIGNAGE Patient Room Signage: (Automatically updated via Epic) • In room signage is updated automatically with staffing assignments, diet, activity level, fall risk, and discharge orders • Outside room signage is updated with critical patient status: • NPO orders • Contact isolation status • Allergies • Improves communication and satisfaction while reducing errors and delays In Room Signage Outside Room Signage
  17. 17. TELEHEALTH § Increased Referral Base § Improved Clinician Productivity § Decreased Friction in Communication § 4K & 2K Low-Latency Video 4hrs Reduction in Stroke Evaluation
  18. 18. BLUETOOTH CLINIC COORDINATION Patient Satisfaction Improved 90%+
  19. 19. PARKING LOT OPTIMIZATION
  20. 20. PARKING LOT OPTIMIZATION
  21. 21. End to End AI Intelligence For Hospitals ARTISIGHT TeleHealth 4hrs reduction in stroke evaluation Capacity Management Shorten LOS by 0.4 days Parking Lot Optimization Reduced patient complaints by 90% Clinic Coordination Improved patient satisfaction to 93% OR Coordination 5% more procedure; 16x ROI Surgical Quality Improvement 4-fold reduction in supply variation Telesitting 66% reduction in workplace violence Telemonitoring 78% fewer falls
  22. 22. SOFTWARE DEFINED AI INSTRUMENT REVOLUTION Sensing | Predicting | Assisting DATA CENTER EDGE EMBEDDED CLOUD NVIDIA COMPUTE PLATFORMS
  23. 23. SIMPLE. PORTABLE. SAFE 1/10TH WEIGHT | 1/20TH COST | 1/35TH POWER
  24. 24. HIGH PERFORMANCE COMPUTE WITH JETSON 3D Volume Rendering DL Image Reconstruction AI Applications
  25. 25. JAMA Neurology >26,000 views! High Attention Score compared to outputs of the same age (99th percentile) Among the highest- scoring outputs from this source (#13 of 2,356; 99th percentile) In the top 5% of all research outputs scored by Altmetric
  26. 26. Swoop™ in Action
  27. 27. NVIDIA CLARA FUTURE OF AI IN HEALTHCARE NLP IMAGING INSTRUMENTS CONVERSATIONAL AI DRUG DISCOVERY GENOMICS www.nvidia.com/healthcare
  28. 28. www.nvidia.com/inception HEALTHCARE AI INNOVATION Video Analytics Andrew Gostine, MD, CEO and Founder <agostine@artisight.com> MEDICAL DEVICES (866) SWOOP-MR Medical Imaging Bailey Yuro, Marketing manager <bailey@captionhealth.com>
  29. 29. THE CONFERENCE FOR AI INNOVATORS, TECHNOLOGISTS, AND CREATIVES Join us at GTC 2021 on April 12 - 16 for the latest in AI, HPC, healthcare, game development, networking, and more. NVIDIA’s GTC brings together a global community of developers, researchers, engineers, and innovators to experience global innovation and collaboration. Don’t miss out on the exclusive GTC keynote by Jensen Huang on April 12, available to everyone. Register for free now at www.nvidia.com/gtc.

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