Appropriate diagnosis of respiratory infections is crucial to improve survival of critically ill immunocompromised with acute hypoxemic respiratory failure. Diagnostic strategy relies on a series of clinical and radiographic elements available at the bedside on the use of non-invasive sampling, thanks to innovative tests, and sometimes on bronchoscopy and bronchoalveolar lavage.