DAU-Net-Dual-Attention-aided-U-Net-for-Segmenting-Tumor-in-Breast-Ultrasound-Images

This is the official implementation of "DAU-Net: Dual Attention-aided U-Net for Segmenting Tumor in Breast Ultrasound Images"

Overall workflow:

PCBAM:

Results

Ablation

UDIAT

BUSI

Authors 🤓*

Payel Pramanik
Ayush Roy
Erik Cuevas
Marco P ́erez-Cisneros
Ram Sarkar

Citation 🤔*

Please do cite our paper in case you find it useful for your research.
Citation- @article{pramanik2024dau, title={DAU-Net: Dual attention-aided U-Net for segmenting tumor in breast ultrasound images}, author={Pramanik, Payel and Roy, Ayush and Cuevas, Erik and Perez-Cisneros, Marco and Sarkar, Ram}, journal={Plos one}, volume={19}, number={5}, pages={e0303670}, year={2024}, publisher={Public Library of Science San Francisco, CA USA} }

-Link to our paper-https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0303670