A retrieval-augmented chatbot based on GPT-4 provides appropriate differential diagnosis in gastrointestinal radiology: a proof of concept study

Abstract Background We investigated the potential of an imaging-aware GPT-4-based chatbot in providing diagnoses based on imaging descriptions of abdominal pathologies. Methods Utilizing zero-shot learning via the LlamaIndex framework, GPT-4 was enhanced using the 96 documents from the Radiographics...

Deskribapen osoa

Xehetasun bibliografikoak

Egile Nagusiak:	Stephan Rau, Alexander Rau, Johanna Nattenmüller, Anna Fink, Fabian Bamberg, Marco Reisert, Maximilian F. Russe
Formatua:	Artigo
Hizkuntza:	Inglês
Argitaratua:	SpringerOpen 2024-05-01
Saila:	European Radiology Experimental
Gaiak:	Artificial intelligence Diagnosis (differential) Gastrointestinal diseases Knowledge acquisition (computer) Zero-shot learning
Sarrera elektronikoa:	https://doi.org/10.1186/s41747-024-00457-x
Etiketak:	Etiketa erantsi Etiketarik gabe, Izan zaitez lehena erregistro honi etiketa jartzen!