AI-Supported Haematology Referral Optimisation

Uses

How it works

Preparation

Comparisons

Highlighted claims

• The intervention used natural language processing to classify referral notes and automatically generate standardised test order sets before the first specialist haematology appointment. — What factors influence patient participation in an artificial intelligence-based initiative to optimise referrals from primary to specialist haematology care? A multicentre retrospective observational study in four Spanish hospitals
• The initiative aimed to make the first haematology appointment diagnostically actionable and reduce low-value follow-up visits for test review. — What factors influence patient participation in an artificial intelligence-based initiative to optimise referrals from primary to specialist haematology care? A multicentre retrospective observational study in four Spanish hospitals
• The standardised test order sets were derived from tests commonly ordered at first appointments and refined by an expert panel. — What factors influence patient participation in an artificial intelligence-based initiative to optimise referrals from primary to specialist haematology care? A multicentre retrospective observational study in four Spanish hospitals
• The intervention was implemented through the Casiopea electronic health record and the SCAE primary care database. — What factors influence patient participation in an artificial intelligence-based initiative to optimise referrals from primary to specialist haematology care? A multicentre retrospective observational study in four Spanish hospitals
• The model differs from traditional e-consults because it standardises diagnostic preparation before the first specialist appointment rather than relying mainly on asynchronous specialist advice. — What factors influence patient participation in an artificial intelligence-based initiative to optimise referrals from primary to specialist haematology care? A multicentre retrospective observational study in four Spanish hospitals