04204nam 2201045z- 450 991055761780332120231214133445.0(CKB)5400000000045223(oapen)https://directory.doabooks.org/handle/20.500.12854/79618(EXLCZ)99540000000004522320202203d2022 |y 0engurmn|---annantxtrdacontentcrdamediacrrdacarrierThe Convergence of Human and Artificial Intelligence on Clinical Care - Part IBaselMDPI - Multidisciplinary Digital Publishing Institute20221 electronic resource (188 p.)3-0365-3296-X 3-0365-3295-1 This edited book contains twelve studies, large and pilots, in five main categories: (i) adaptive imputation to increase the density of clinical data for improving downstream modeling; (ii) machine-learning-empowered diagnosis models; (iii) machine learning models for outcome prediction; (iv) innovative use of AI to improve our understanding of the public view; and (v) understanding of the attitude of providers in trusting insights from AI for complex cases. This collection is an excellent example of how technology can add value in healthcare settings and hints at some of the pressing challenges in the field. Artificial intelligence is gradually becoming a go-to technology in clinical care; therefore, it is important to work collaboratively and to shift from performance-driven outcomes to risk-sensitive model optimization, improved transparency, and better patient representation, to ensure more equitable healthcare for all.Medicinebicsscmachine learning-enabled decision support systemimproving diagnosis accuracyBayesian networkbariatric surgeryhealth-related quality of lifecomorbidityvoice changelarynx cancermachine learningdeep learningvoice pathology classificationimputationelectronic health recordsEHRlaboratory measuresmedical informaticsinflammatory bowel diseaseC. difficile infectionosteoarthritiscomplex diseaseshealthcareartificial intelligenceinterpretable machine learningexplainable machine learningseptic shockclinical decision support systemelectronic health recordcerebrovascular disordersstrokeSARS-CoV-2COVID-19cluster analysisrisk factorsischemic strokeoutcome predictionrecurrent strokecardiac ultrasoundechocardiographyportable ultrasoundaneurysm surgerytemporary artery occlusionclipping timeartificial neural networkdigital imagingmonocytespromonocytes and monoblastschronic myelomonocytic leukemia (CMML) and acute myeloid leukemia (AML) for acute monoblastic leukemia and acute monocytic leukemiaconcordance between hematopathologistsmechanical ventilationrespiratory failureADHDsocial mediaTwitterpharmacotherapystimulantsalpha-2-adrenergic agonistsnon-stimulantstrustpassive adherencehuman factorsMedicineAbedi Vidaedt1303484Abedi VidaothBOOK9910557617803321The Convergence of Human and Artificial Intelligence on Clinical Care - Part I3027105UNINA