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license: apache-2.0
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## Introduction

In RP3D-DiagDS, we provide official train/test split, label files and model checkpoints for paper "Large-scale Long-tailed Disease Diagnosis on Radiology"



## About Dataset

There are two split files (json format): RP3D_train.json and RP3D_test.json. Please change the data path in these split files to fit your project.

There are two label files (json format): disorder_label_dict.json and icd10_label_dict.json.

Both of them are organized and sorted by related case number in descending order.

The Whole dataset can be find at: [BaiduYun](https://pan.baidu.com/s/1E_uSoCLm5H66a7KkpRfi1g?pwd=urfg)

Here we provide the official split for train and test data, respectively: RP3D_train_dict.json, RP3D_train_dict.json.



## About Model

Considering the portability of general datasets, we provide a checkpoint of the late fusion + knowledge enhanced model structure mentioned in the original paper. (Will update soon)