{08/09} · Imaging
All workSE-Conformer for Breast Cancer Detection in Histopathology Images
With Lekha S Nair, Vice Chairperson, Amrita School of Computing
Can local and global image features be fused to detect malignancy in breast histopathology?
A residual convolution block with Squeeze and Excitation attention, joined with Conformer modules to fuse local and global image features.
- ~0.97accuracy, precision and recall for malignancy detection
- 14citations in Scopus
What the record supports
Claim
Accuracy, precision and recall of about 0.97 for malignancy detection in breast histopathology images.
Evidence
Cited 14 times in Scopus, and used as a comparison baseline in later breast histopathology studies.