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Table 3 Value propositions of AI use cases

From: Capturing artificial intelligence applications’ value proposition in healthcare – a qualitative research study

AI use cases

Value proposition

 

Risk-reduced patient care

Advanced

patient care

Self-management

Process acceleration

Resource optimization

Knowledge discovery

DD1: Automated image recognition

x

  

x

x

 

DD2: Staging of cancer

x

x

    

DD3: Objective assessment in image interpretation

x

  

x

  

DD4: Genomic cancer therapy

 

x

    

DD5: Voice analysis for Parkinson’s disease

x

x

x

   

DD6: Electroencephalography analysis to detect seizures

x

x

  

x

 

DD7: Facial analysis for detection of rare disease

 

x

 

x

 

x

BR1: De novo drug design

x

  

x

 

x

BR2: Predictive biomarkers in aging for drug development

x

x

   

x

BR3: De-identification of private health information

   

x

x

 

BR4: Genomic splicing in research

 

x

 

x

 

x

CA1: Emergency triage

x

  

x

x

 

CA2: Predictions of mortality in the intensive care unit

x

x

 

x

  

CA3: Operating room scheduling

    

x

 

CA4: Automated text summarization

   

x

x

 

T1: Prediction of the required insulin

x

x

x

   

T2: Prediction of vasopressor medication dosage

x

x

    

T3: Chatbots for patients

 

x

x

 

x

 

IR1: Intelligent prosthesis

 

x

x

   

IR2: AI-based surgery robots

x

x

 

x

  

IR3: Workflow detection for human–robot surgery

x

  

x

  

Number of entries

13

13

4

11

6

4