no code implementations • 21 Mar 2023 • Qi Chang, Rebecca Bascom, Jennifer Toth, Danish Ahmad, William E. Higgins
Because of the significance of bronchial lesions as indicators of early lung cancer and squamous cell carcinoma, a critical need exists for early detection of bronchial lesions.
no code implementations • 20 Mar 2023 • Qi Chang, Patrick D. Byrnes, Danish Ahmad, Jennifer Toth, Rebecca Bascom, William E. Higgins
A potentially effective way of detecting early cancer lesions developing along the airway walls (epithelium) is bronchoscopy.
1 code implementation • 15 Jul 2022 • Qi Chang, Danish Ahmad, Jennifer Toth, Rebecca Bascom, William E. Higgins
We propose a real-time (processing throughput of 27 frames/sec) deep-learning architecture dubbed ESFPNet for accurate segmentation and robust detection of bronchial lesions in AFB video streams.
Ranked #5 on Medical Image Segmentation on ETIS-LARIBPOLYPDB