2026年医疗领域人工智能（AI）应用状况报告 STATE OF AI IN HEALTHCARE 2026 A Vi Research Thought-Leadership Report

contents

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Executivesummary

P.04

THESTATEOFAIINHEALTHCARE2026

predictionsfor2026

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whatItMeansforpatients

whatItMeansforDoctors&Nurses

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chapter1ITheHealthcareAIReset2026

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AgenticAlBecomesproduction-Grade

Agenticsystemsarenowcapableof:

Theseagentsimproveoutcomes:

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chapter1ITheHealthcareAIReset2026

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AlasaprovenROIDriver

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chapter2IwhereHealthcareAllsAlreadyworkingin2026

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Financial&operationalstrain

2020-2022

chapter2IwhereHealthcareAllsAlreadyworkingin2026

1345

TheconsumerExperienceReset

wanthealthcaretobe

Accenture2024

40%

HIMSS+GoogleHealth2024

Deloitte2024

73%

NRC2024

1245

chapter2IwhereHealthcareAllsAlreadyworkingin2026

1235

PATIENTACTIVATION&ADHERENCE

NETWORKPERFORMANCEMANAGEMENT

CLINICALWORKFLOWAUTOMATION

REVENUECYCLEOPTIMIZATION

AICALL-CENTEROPERATIONS

REAL-TIMERISKPREDICTION

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RegulatoryEvolutionunlocksscale

PERMISSION

STRUCTURE

STANDARDS

GUARDRAILS

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chapter3ITechnologyDeepDive:TheNewAlstackforHealthcare

AgenticAlsystemsforcare&operations

Healthcare-TunedFoundationModels

chapter3ITechnologyDeepDive:TheNewAlstackforHealthcare

Retrieval-BasedprivacyArchitectures

AdvancedcomputeAcceleration

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chapter4ITheROIMandate:what"Good"LOOKSLikein2026

Examplesof"good"performance,basedonreportedprograms

10-20%

20-50%

Examplesof"good"performance,basedonreportedprograms:

20-30%

MeaningfulRNworkloadreduction

chapter4ITheROIMandate:what"Good"LOOKSLikein2026

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Examplesof"good"performance,basedonreportedprograms:

30-40%

Examplesof"good"performance,basedonreportedprograms

20-50%

Reductionindenialsontargetedclaimcategories

50%

Fasterdocument/claimprocessingturnaround

30%+

ROIonRCMautomation

Examplesof"good"performance,basedonreportedprograms:

20-30%

P.22

THESTATEOFAIINHEALTHCARE2026

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chapter5IWhat'SNext:2027-2028outlook

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