Interpretable and Interactive Deep Multiple Instance Learning for Dental Caries Classification in Bitewing X-rays

1 code implementation • 17 Dec 2021 • Benjamin Bergner, Csaba Rohrer, Aiham Taleb, Martha Duchrau, Guilherme De Leon, Jonas Almeida Rodrigues, Falk Schwendicke, Joachim Krois, Christoph Lippert

We propose a simple and efficient image classification architecture based on deep multiple instance learning, and apply it to the challenging task of caries detection in dental radiographs.

Classification Image Classification +2