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生命科学行业趋势.pdf

1、2022?2?3?4?9?16?22?23?24?25?26?27?28?29 2022?(?)?1?2022?2023?2026?2024?2032?2024?2023?5.0?2023?2028?2025?AI/ML?2026?2022?2025?2022?2022?2026?2023?2023?IAM?IT?(OT)?(BCM)/?2022?(?)?2?1?2020?2?2021?3?70?AI?5.0?4?(in silico)?4D?(mis-feeding)?(GDPR)?5?Thomas Hillek?EMA?Marko Vogel?Dr.Klara Gieler?3 2022

2、)?4 2022?(?)?1|?2001?1?1000?genome.gov/sequencingcosts14?15,16?(NGS)?17,18,19?IKTOS?20?Insitro,Inc.?21?22?Recursion Pharmaceuticals Inc.?(Roche Holding AG)?(Genentech,Inc.)?(ML)?23?MELLODY?MachineLearningLedgerOrchestration for Drug Discovery?10?10?TB?24?DARWIN EU?Data Analysis and Real WorldInte

3、rrogation Network?(EMA)?DARWINEU?2023?1?2022?1?(DTC-GT)?6?LunaPBC,Inc.?7NebulaGenomics,Inc8?Zenome.io Ltd.9?DNA?Genelink,S.L.10?MyHeritage Ltd.11?Ancestry Ireland UnlimitedCompany12?3?23andMe,Inc?2022?13?2?2023?10?20022006200420082010201420122016202020181,0001,000,000100,00010,0000,000,00010,000,000

4、USD?5 2022?(?)?3?2024?RWD?RWE?(RWD)?FDA?RWD?RWD?(RWE)?25?RWE?26,27?Pear Therapeutics Inc.?RWE?28?(Merck KGaA)?RWD?MAVENCLAD?(RMS)?29?2021?FDA?COVID-19?(COVID-19 Evidence Accelerator)?COVID-19?30?(Pfizer Inc.)?RWE?COVID-19?31?OPTIMA?13?36?RWD?32?2026?33,34?COVID-19?Dassault Systmes UKLimited?FDA?(Liv

5、ing Heart Project)?35,36?Neurotwin?37?AI?Unlearn.AI,Inc.?38GNS Healthcare?PatientTM?39?40?4D?11?pH?41?42?3D?43?Bionaut Labs?(Bionauts?)?BionautLabs?CandelTherapeutics,Inc.?44?5?2032?4?6 2022?(?)?RWD?RWDRWE?RWDRWE?RWDRWE?AI?AI?/?Internet?(DoS)?(IoT)?,?RWDRWE?RWDRWE?(HCP)?/?DevSecOps?GDPR?FDA?7 2022?(

6、)?Thomas Hillek?EMA?4D?RWD?mRNA?COVID-19?(ESG)?8 2022?(?)?9 2022?(?)?73%36%43%58%58%66%67%15%16%?4.0+?+?/?+?43%15%17%29%39%41%?5.0?2|?4.0?5.0?(A)?4.0?(B)?4.0?AI?552?Bitkom Industry?55?4.0?5.0?C?5.0?AI?IoT)?RPA?(Merck KGaA)?(Evonik Industries AG)?(Siemens AG)?CO2?50,51?2021?(BoehringerIngelheim Phar

7、ma GmbH&Co.KG)?52?53,54?5.0?5.0?AI?RPA?4.0?2?A?B?45,46,47,48?5.0?2?C?49?6?5.0?2023?4.0?AB?10 2022?(?)?Roger van den Heuvel?EMA?1?1?=?-?-?x?%?11 2022?(?)?7?2023?(C>)?56?C>?-80?-196?57?CharlesRiver Laboratories58?ThermoFisherScientificInc59?AdvancedBioScience Laboratories Inc60?Viralgen61?(CDMO)?(

8、CMO)?COVID-19?Catalent,Inc62?63?8?2023?9?2025?(CM)?CM?68,69?(MIT)?ContinuusPharmaceuticals?(ICM)?6930?70?FDA?HR+HER2-?Verzenio?CM?71?(ICH)?FDA?(EC)?CM?2022?72,73?122022?10?2028?3D?BioNTech SE?mRNA?BioNTainer?2022?BioNTainers?COVID-19?mRNA?64?MedMagLabs?RoyalWolfAustralia(United Rentals Inc.)?C-Lab”?

9、65WALDNER Holding SE&Co.KG66?Global Life Sciences Solutions USA LLC67?3D?74,75?3D?76?(Henkel AG&Co.KGaA)?Nexa3D?77?AMCM GmbH?3D?78?79,80?3D?81,82?83,84?3D?4D?Stratasys Ltd,Autodesk Inc.?MIT?Self-Assembly Lab?4D?85?86?12 2022?(?)?15?9?8?7?5.0?10?3D?6?5.03D?CDMO/CMO?3D?3D?3D?(IP)?RPA?(BCM)?3D?3D?3D?De

10、vSecOps?GDPR?3D?13 2022?(?)?Caroline Rivett?Jayne Goble?Caroline?Jayne?Caroline?Jayne?/?Caroline?Schrems II?14 2022?(?)?Jayne?2020?7?DevSecOps?Caroline?1?2?3?Jayne?MIoT?15 2022?(?)?16 2022?(?)?11?2022?25%?87?88?3?89?Enlace Health,Inc.90?Lyfegen HealthTech AG91?2021?8?Lyfegen HealthTech AG?92?CAR-T?9

11、3?95,96,97,98?Lady Technologies Inc.99?Ovy GmbH100?EIT-kit”?3D?3D?101,102?Lingo?103?3|?X?Y?SoC?94?2022?12?SoC?00050021510353250000000000000000000?17 2022?(?)?13?2022?(DTx)?104,105?106?DTx?107,108?109,110?(DiGA)?111?DTx?112?(Novo Nordisk Pharma GmbH)?Cornerstones4Care113?myDose Coach114?(RocheDiabete

12、s Care GmbH)?mySugr GmbH?115?BioNTech SE?116?2021?117?KoninklijkePhilips N.V.?118?DTx?Amblyotech LLC119?(Roche Diabetes CareGmbH)?mySugrGmbH120?15?2023?(NLP)?121,122?Sophia123?NorgineGmbH?(Plenvu)AVA124,125?Fabi?Maibo126?AMI?127?16?2023?(Roche Holding AG)?(Sandoz International GmbH)?(MerckSharp&Dohm

13、e Corp.)?(GrnenthalGmbH)?(NovoNordisk Pharma GmbH)?AI?ML?128,129,130?131?14?2022?18 2022?(?)?17?2024?”132?BioNTech SE?(Genentech,Inc.)?(iNeST)?133?(Moderna,Inc.)?(Merck Sharp&Dohme Corp)?mRNA-4157?134,135?WIN136?ICPerMed137?PMC?138?2025?(Zimmer Biomet Holdings,Inc.)?CanaryMedical Inc.?Knee?PersonaIQ

14、139?(FDA)?SmartFuse?140?141?MojoVision Inc.?LED?(AR)?142?143?144?145?19?AI/ML?2026?X?CT?MRI?X?146?90?147?AI/ML?Meta AI?10?148?149,150?HealthyNetworks O?151?2026?AR?(VR)?5G?152,153,154?VR/AR?HoloLens?MetaPlatforms Ireland Limited?Oculus?155?3D?156?Lume VR Ltd.?vLume?157,158?20?18?19 2022?(?)?222022?

15、12?13?11?16?17?18?19?AI/ML?14?15?20?AI/ML?AI?/?/?AI?/?/?GDPR?FDA?DevSecOps?DevSecOps?20 2022?(?)?Marko Vogel?IT?IT?/?B2B?IT?21 2022?(?)?,OT?,CBEST,TBEST?SOC,SIEM?(CMA)?/?TOM?(IAM)?GRC?Powered SecOps?Powered delivery Powered IAM?(DLP)?KPMG Digital Responder?|?|?|?|?|?|?222022?1?2?IT?3?FDA?NIST?(IGA)?

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18、ry Ireland Unlimited Company1?12Atos SE6?17Autodesk,Inc.10Mojo Vision Inc.18?2,3,14,15MyHeritage Ltd.1Bionaut Labs5mySugr GmbH13,14BioNTech SE8,14,17?1(figure)Bitkom e.V.6(figure)Nebula Genomics,Inc.1?2,6Nexa3D10?2Norgine GmbH15Canary Medical Inc.18?2,11,14Candel Therapeutics,Inc.5?13,15,16Catalent,

19、Inc.7?19Charles River Laboratories7Ovy GmbH12?10Pear Therapeutics,Inc.3Continuus Pharmaceuticals9?(PMC)17Dassault Systmes UK Limited4?2,3,14?915Enlace Health,Inc.11Recursion Pharmaceuticals Inc.2?9?13,14?2?2,16?6?18Genelink,S.L.1?16?2,17?6,13,14,?1316?11Self-Assembly Laboratory10?1,2?6Global Life Sc

20、iences Solutions USA LLC8Stratasys Ltd.10GNS Healthcare4?7?8?(FDA)Introduction?163,4,9,18?19United Rentals Australia Pty Limited8?10?5,10ICPerMed International Consortium17Unlearn.AI,Inc.4IKTOS2Viralgen7Insitro,Inc.2WALDNER Holding SE&Co.KG8?(ICH)9WIN Consortium17?11Zenome.io Ltd1Koninklijke Philips

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