Bayesian Multidimensional Nominal Response Model (MDNRM)

This repository includes source code of our paper (Bayesian Multidimensional Nominal Response Model for Observer Study of Radiologists). The detail of the model is described in our paper.

Requirement

The following softwares were used for the implementation of MD-NRM.

• R, version 4.1.1
• Stan, version 2.21.0
• rstan, version 2.21.2
• shinystan, version 2.5.0
• tidybayes, version 3.0.1.

Paper

If the source code of this repository is used, please cite the following paper.

Published paper

Nishio, M., Kobayashi, D., Matsuo, H. et al. Bayesian multidimensional nominal response model for observer study of radiologists. Jpn J Radiol (2022).

• DOI: https://doi.org/10.1007/s11604-022-01366-y
• URL: https://link.springer.com/article/10.1007/s11604-022-01366-y

Preprint paper

Mizuho Nishio, Daigo Kobayashi, Hidetoshi Matsuo, Yasuyo Urase, Eiko Nishioka, Takamichi Murakami. Bayesian Multidimensional Nominal Response Model for Observer Study of Radiologists. medRxiv 2022.08.05.22278451;

• DOI: https://doi.org/10.1101/2022.08.05.22278451
• URL: https://www.medrxiv.org/content/10.1101/2022.08.05.22278451v1

License

The source code of this repository is licensed under GPLv3. For the detail, please see License file of this repository.