The Convergence of Human and Artificial Intelligence on Clinical Care - Part I

• Other Authors: Abedi, Vida (Editor)
• Format: Electronic Book Chapter
• Language: English
• Published: Basel MDPI - Multidisciplinary Digital Publishing Institute 2022
• Subjects: Medicine; machine learning-enabled decision support system; improving diagnosis accuracy; Bayesian network; bariatric surgery; health-related quality of life; comorbidity; voice change; larynx cancer; machine learning; deep learning; voice pathology classification; imputation; electronic health records; EHR; laboratory measures; medical informatics; inflammatory bowel disease; C. difficile infection; osteoarthritis; complex diseases; healthcare; artificial intelligence; interpretable machine learning; explainable machine learning; septic shock; clinical decision support system; electronic health record; cerebrovascular disorders; stroke; SARS-CoV-2; COVID-19; cluster analysis; risk factors; ischemic stroke; outcome prediction; recurrent stroke; cardiac ultrasound; echocardiography; portable ultrasound; aneurysm surgery; temporary artery occlusion; clipping time; artificial neural network; digital imaging; monocytes; promonocytes and monoblasts; chronic myelomonocytic leukemia (CMML) and acute myeloid leukemia (AML) for acute monoblastic leukemia and acute monocytic leukemia; concordance between hematopathologists; mechanical ventilation; respiratory failure; ADHD; social media; Twitter; pharmacotherapy; stimulants; alpha-2-adrenergic agonists; non-stimulants; trust; passive adherence; human factors
• Online Access: DOAB: download the publication; DOAB: description of the publication

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) innova...