uci-cbcl/ChestXRay

Name: ChestXRay

Owner: Computational Biology and Computational Learning @ UCI

Description: null

Created: 2018-01-31 17:54:44.0

Updated: 2018-05-22 17:42:21.0

Pushed: 2018-04-13 06:46:12.0

Homepage: null

Size: 3936

Language: Jupyter Notebook

GitHub Committers

User	Most Recent Commit	# Commits

Other Committers

User	Email	Most Recent Commit	# Commits

README

ChestXRay

1. Instruction

   Before runing the codes, please read the file named “Instructions”.

2. Results

Class |Pathology |Standford |Our implement ———— | ————- |————–|———— 0|Atelectasis | 0.8209 |0.8104 1|Cardiomegaly | 0.9048 |0.9085 2|Consolidation | 0.7939 |0.7932 3|Edema| 0.8932 |0.8894 4|Effusion | 0.8831 |0.8863 5|Emphysema | 0.9260 |0.9041 6|Fibrosis | 0.8044 |0.8288 7|Hernia | 0.9387 |0.9659 8|Infiltration | 0.7204 |0.7024 9|Mass | 0.8618 |0.8611 10|Nodule | 0.7766 |0.7687 11|Pleural Thickening | 0.8138 |0.8010 12|Pneumonia | 0.7632 |0.7597 13|Pneumothorax | 0.8932 |0.8787

1. Reference

   The images, Data_Entry_2017.csv and papers could be downloaded at https://nihcc.app.box.com/v/ChestXray-NIHCC .