Search results for "Decision-making tasks"

showing 1 items of 1 documents

Recent advances of HCI in decision-making tasks for optimized clinical workflows and precision medicine.

2020

The ever-increasing amount of biomedical data is enabling new large-scale studies, even though ad hoc computational solutions are required. The most recent Machine Learning (ML) and Artificial Intelligence (AI) techniques have been achieving outstanding performance and an important impact in clinical research, aiming at precision medicine, as well as improving healthcare workflows. However, the inherent heterogeneity and uncertainty in the healthcare information sources pose new compelling challenges for clinicians in their decision-making tasks. Only the proper combination of AI and human intelligence capabilities, by explicitly taking into account effective and safe interaction paradigms,…

Computer scienceDecision Support SystemsHealth InformaticsClinical decision support systemWorkflow03 medical and health sciencesClinical workflows Decision-making tasks Human-Computer Interaction Physician-centered design Precision medicineClinical0302 clinical medicineArtificial IntelligenceHumansClinical workflows030212 general & internal medicinePrecision Medicine030304 developmental biology0303 health sciencesbusiness.industryHuman intelligenceComputersPhysician-centered designUsabilityCognitionPrecision medicineDecision Support Systems ClinicalData scienceComputer Science ApplicationsVisualizationHuman-Computer InteractionWorkflowClinical workflows; Decision-making tasks; Human-Computer Interaction; Physician-centered design; Precision medicine; Artificial Intelligence; Computers; Humans; Workflow; Decision Support Systems Clinical; Precision MedicineDecision-making tasksDomain knowledgebusinessJournal of biomedical informatics
researchProduct