Retrieval-Based Diagnostic Decision Support: Mixed Methods Study.

Tassallah Abdullahi Laura Y Mercurio Ritambhara Singh Carsten Eickhoff

Published in: JMIR medical informatics (2024)

Our experiments highlight the importance of IR in leveraging unstructured knowledge resources to identify infrequently encountered diagnoses. In addition, our ensemble framework benefits from combining the complementary strengths of the supervised and retrieval-based models to diagnose a broad spectrum of diseases.

Keyphrases

healthcare
machine learning
randomized controlled trial
clinical trial
convolutional neural network
neural network