PMC7660476_01
Implementation of machine learning model in the case of 55-year old patient who was admitted and discharged the following day.. On day 4, the patient was re-admitted with mild respiratory insufficiency that had a 87.7% probability to experience a respiratory crush in the following 48 hours.
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After 8 days of assisted spontaneous breathing, he was weaned from NIV and discharged the following day without oxygen supply (Fig 3).