liyemei / AMFL

Adversarial Multiscale Features Learning for Overlapping Chromosome Segmentation

Adversarial Multiscale Feature Learning Framework for Overlapping Chromosome Segmentation

We provide several well-trained models for overlapping chromesome segmentation, and the average scores of various methods on eight metrics are shown in Table 2

Requirements

• pytorch==1.5.0
• scikit-image==0.14.2
• numpy==1.19.5
• opencv=3.4.1

Usage

The dataset and trained models are available at:

• Onedrive: https://1drv.ms/u/s!Al5H57YGuwVChRWDs1zuFHaA0n1H?e=jcrBe8
• Baduidrive：https://pan.baidu.com/s/1_8-BVzW1vVqslkXL93tmUw password：069w

Testing on testing sets:

python test_seg.py

Citation

Mei, L., Yu, Y., Shen, H., Weng, Y., Liu, Y., Wang, D., ... & Lei, C. (2022). Adversarial Multiscale Feature Learning Framework for Overlapping Chromosome Segmentation. Entropy, 24(4), 522.