/RA-MIL

Primary LanguagePython

RA-MIL

#####Paper: Ranking Attention Multiple Instance Learning for Lymph Node Mastasis Prediction on Multicenter Cervical Cancer MRI

Datasets

Demo data: TCGA-CESC

The Cancer Genome Atlas (TCGA) cervical squamous cell carcinoma and endocervical adenocarcinoma (CESC) project,

from The Cancer Imaging Archive (TCIA)

Link:https://wiki.cancerimagingarchive.net/pages/viewpage.action?pageId=19039396

How to use

Dataset and label

Please refer to the 'dataset' and 'label' folder.

Environment

PyPorch (version 1.7.1) NVIDIA RTX3090 GPUs

Train

Run train.py

Test

Run test.py