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Infection control in healthcare facilities (ICUs) is a dire issue, particularly for HAIs, which are endemic in ICUs and can result in patients experiencing harm. These infections expose the patient and increase hospital expenditure while increasing the burden of infection prevention activities on providers. Considering the fast development of science and technology and in particular artificial intelligence, AI has today become a formidable weapon that hospital facilities can use when aiming to minimize and combat HAIs.