Nvidia Corporation · NASDAQ:NVDA
Nvidia — J.P. Morgan 41st Annual Healthcare Conference 2023
23 slides from Nvidia's conference presentation, Jan 12, 2023
Slide 1: JP Morgan Health 2023
JP Morgan Health 2023 Kimberly Powell, VP Healthcare, NVIDIA
Slide 2: Forward-looking statements disclaimer
Except for the historical information contained herein, certain matters in this presentation including, but not limited to, statements as to: healthcare becoming the world’s largest data industry by 2025; the performance, specifications, benefits, and impact of our products and technologies; NVIDIA
Slide 3: Full Stack, 3 Chips, Data Center Scale
AI NLU Full Stack, 3 Chips, Data Center Scale Digital AI Robotics Twins Recsys 33 Million CUDA Downloads 150 SDKs $100 Trillion Industry Served Autonomous AI 5G Vehicles Speech AI Medical Life CAD Genomics Computer Retail Imaging Sciences Vision Gaming Physical Cybersecurity Machine Broadcast Financ
Slide 4: NVIDIA Clara AI Computing Platform
NVIDIA CLARA AI COMPUTING PLATFORM $10T Global Healthcare Expenditure | World’s Largest Data Industry by 2025 IMAGING MEDICAL DEVICE GENOMICS DRUG DISCOVERY NVIDIA CLARA MONAI FLARE HOLOSCAN PARABRICKS BIONEMO PLATFORMS NVIDIA AI NVIDIA Omniverse CHIPS & SYSTEMS GPU DPU CPU IGX EGX DGX Source: Globa
Slide 5: NVIDIA AI Platforms Are Essential to the Healthcare Ecosystem
NVIDIA AI PLATFORMS ARE ESSENTIAL TO THE HEALTHCARE ECOSYSTEM 10 of 10 8 of 10 7of 10 9 of 10 7of 10 Top Top Top Top Top Medical Imaging Surgical Robotics US Hospitals Genomics Pharma
Slide 6: Medical Imaging Is the Essential Instrument in Healthcare
MEDICAL IMAGING IS THE ESSENTIAL INSTRUMENT IN HEALTHCARE 2,000,000 Devices | 16,000 Companies 2D 3D & 4D 5D SCREENING DIAGNOSIS TREATMENT Robotic Surgery Photon Mammo MRI Track Counting Image- X-RAY Endoscopy Motion Navigate Guided Hyper- Adaptive Detect CT PET Segment Spectral Therapy
Slide 7: AI Computing Is the Modern Instrument of Research and Development
AI COMPUTING IS THE MODERN INSTRUMENT OF RESEARCH AND DEVELOPMENT Accelerating the Healthcare and Life Science-as-a-Service Industry MODELS DISCOVERY AI AI DATA DEVELOPMENT DEPLOYMENT HOSPITALS TRAINING DEVICE
Slide 8: NVIDIA Clara End-to-End AI Computing Platform for Imaging and Robotics
NVIDIA CLARA END-TO-END AI COMPUTING PLATFORM FOR IMAGING AND ROBOTICS MONAI Accelerates AI R&D | NVIDIA Holoscan Deploys Edge to Cloud 4500 AI Radiology Papers 3000 CLINICAL TRANSLATION GAP MONAI HOLOSCAN 1500 NVIDIA AI NVIDIA AI FDA Approved AI-SaMD 0 2018 2019 2020 2021 Source: https://pubmed.ncb
Slide 9: Powering the Most Innovative Medical Instruments
POWERING THE MOST INNOVATIVE MEDICAL INSTRUMENTS RADIOLOGY IMAGE GUIDED THERAPY ROBOTIC SURGERY
Slide 10: Genomics Projects Will Exceed 40 Exabytes in the Next Decade
GENOMICS PROJECTS WILL EXCEED 40 EXABYTES IN THE NEXT DECADE $100M 35 30 $10M 25 “ Our ability to sequence DNA has far Exabytes of Genome Data $1M outpaced our ability to decipher the Cost per Genome 20 information it contains, so genomic data $100K 15 science will be a vibrant field of research $10
Slide 11: An Explosive Year of NVIDIA Accelerated Genomics
AN EXPLOSIVE YEAR OF NVIDIA ACCELERATED GENOMICS NVIDIA Parabricks 4.0 2022
Slide 12: Artificial Intelligence Is Vital to Genomics
ARTIFICIAL INTELLIGENCE IS VITAL TO GENOMICS NVIDIA Accelerated Computing and Clara Parabricks Delivers Accuracy, Throughput, Reduced Cost Sequencing Basecalling Variant Calling Human Interpretation ATCGATCG ATCGATCG Clinical Decision
Slide 13: AI Is Vital to Real-Time Clinical Sequencing
ARTIFICIAL INTELLIGENCE IS VITAL TO REAL-TIME CLINICAL SEQUENCING Newborn Genetic Risk Assessment Within 3 Hours of Birth Oxford Nanopore Guppy Claire 3 Human Targeted Sequencing Promethion48 Interpretation Genetic Risk Assessment ATCGATCG ATCGATCG 3 Hour Source: 3-hour genome sequencing and targete
Slide 14: Artificial Intelligence Is Vital to Discovery
ARTIFICIAL INTELLIGENCE IS VITAL TO DISCOVERY New Wave of Generative AI and Large Language Models for Genomics Sequencing Basecalling Variant Calling Human Interpretation ATCGATCG ATCGATCG Clinical Decision BioBank Prediction Clinical, Drug, Disease Discovery
Slide 15: AI Is Vital to Predict Virus Evolution
ARTIFICIAL INTELLIGENCE IS VITAL TO PREDICT VIRUS EVOLUTION GenSLMs Worlds First Genome-Scale and Largest Biological Language Model with 25B Parameters Sequencing Basecalling Variant Calling Human Interpretation ATCGATCG ATCGATCG Clinical Decision BioBank GenSLMs SARS-CoV2 VOC Prediction GenSLMs: Ge
Slide 16: GenSLMs Foundation Model Learns Biologically Relevant Information
GenSLMs Foundation Model Learns Biologically Relevant Information
Slide 17: Generative AI and LLMs Turn Biology into Engineering
GENERATIVE AI AND LLMS TURN BIOLOGY INTO ENGINEERING 1000 ESM2 EquiFold DiffDock GenSLMs AlphaFold2 ProteinMPNN 800 CASP14 … “ By 2025, more than 30% of new drugs AI Biology arXiv Papers DNABERT 600 and materials will be systematically ESM discovered using generative AI 400 techniques, up from zero
Slide 18: Announcing InstaDeep, TUM, and NVIDIA Genomic Language Models
ANNOUNCING INSTADEEP, TUM, AND NVIDIA CREATE SUPER-COMPUTING SCALE GENOMIC LANGUAGE MODELS CENTRAL DOGMA OF MOLECULAR BIOLOGY MODEL SIZE GENERAL PURPOSE 2.5B 15 Nucleotide Of 18 SOTA Transformer Downstream Tasks DIVERSE DATA DATACENTER SCALE 174B 16 Nucleotides from DGX A100 Nodes Multi-Species on C
Slide 19: NVIDIA BioNeMo Service
NVIDIA BIONEMO SERVICE AI Tools, Frameworks and Applications for Drug Discovery NVIDIA BIONEMO CLOUD SERVICES 10^60 Molecules Interactions 10^130 Antibodies GENERATE REPRESENT PREDICT BIND MODELS PRE-TRAIN FINE-TUNE TASK MODEL DEPLOY
Slide 20: Announcing Evozyne and NVIDIA Generative AI Model for Protein Engineering
ANNOUNCING EVOZYNE AND NVIDIA CREATE GENERATIVE AI MODEL FOR PROTEIN ENGINEERING ProT-VAE Model Using BioNeMo Generates Novel Proteins That Have Been Experimentally Validated arXiv paper forthcoming
Slide 21: ProT-VAE: Generative AI for Protein Engineering
ProT-VAE: Generative AI for Protein Engineering
Slide 22: AI Computing Platforms Driving Drug Discovery Breakthroughs
AI COMPUTING PLATFORMS DRIVING DRUG DISCOVERY BREAKTHROUGHS NVIDIA MONAI NVIDAI CLARA PARABRICKS NVIDIA BioNeMo Imaging AI Computing Framework Genomics AI Computing Platform Drug Discovery AI Cloud Services GenSLMs 2.5B ProT-VAE First Genome-Scale LM Predicts Virus Evolution Genomic LM Generalizes t
Slide 23: Thank You
Thank You Kimberly Powell, VP Healthcare, NVIDIA
NVIDIA — J.P. Morgan 41st Annual Healthcare Conference 2023 on 6ix