首页|Data on Artificial Intelligence Reported by Ilaria Baiardini and Colleagues (Exp lainable artificial intelligence for cough-related quality of life impairment pr ediction in asthmatic patients)
Data on Artificial Intelligence Reported by Ilaria Baiardini and Colleagues (Exp lainable artificial intelligence for cough-related quality of life impairment pr ediction in asthmatic patients)
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By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News-New research on Artificial Intelligenc e is the subject of a report. According to news reporting out of Genoa, Italy, b y NewsRx editors, research stated, "Explainable Artificial Intelligence (XAI) is becoming a disruptive trend in healthcare, allowing for transparency and interp retability of autonomous decision-making. In this study, we present an innovativ e application of a rule-based classification model to identify the main causes o f chronic cough-related quality of life (QoL) impairment in a cohort of asthmati c patients." Funders for this research include Universita degli Studi di Genova, Ministero de ll'Istruzione, dell'Universita e della Ricerca. Our news journalists obtained a quote from the research, "The proposed approach first involves the design of a suitable symptoms questionnaire and the subsequen t analyses via XAI. Specifically, feature ranking, derived from statistically va lidated decision rules, helped in automatically identifying the main factors inf luencing an impaired QoL: pharynx/larynx and upper airways when asthma is under control, and asthma itself and digestive trait when asthma is not controlled. Mo reover, the obtained if-then rules identified specific thresholds on the symptom s associated to the impaired QoL."
GenoaItalyEuropeArtificial Intelli genceAsthmaBronchial Diseases and ConditionsEmerging TechnologiesHealth and MedicineImmune System Diseases and ConditionsLung Diseases and Condition sMachine LearningObstructive Lung Diseases and ConditionsQuality of LifeRespiratory HypersensitivityRespiratory Tract Diseases and Conditions
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