1 code implementation • 15 Sep 2023 • Changlu Guo
Additionally, to capture features at different scales, we extend the Atrous Spatial Pyramid Pooling (ASPP) module to a 3D version, enhancing the segmentation performance of the network.
no code implementations • 3 Sep 2023 • Changlu Guo, Jiangyan Dai, Marton Szemenyei, Yugen Yi
Skin cancer is a frequently occurring cancer in the human population, and it is very important to be able to diagnose malignant tumors in the body early.
no code implementations • 18 Feb 2021 • Ellák Somfai, Benjámin Baffy, Kristian Fenech, Changlu Guo, Rita Hosszú, Dorina Korózs, Fabrizio Nunnari, Marcell Pólik, Daniel Sonntag, Attila Ulbert, András Lőrincz
Our goal is to bridge human and machine intelligence in melanoma detection.
1 code implementation • 18 Sep 2020 • Changlu Guo, Márton Szemenyei, Yugen Yi, Wei Zhou, Haodong Bian
In this work, we propose the Residual Spatial Attention Network (RSAN) for retinal vessel segmentation.
2 code implementations • 7 Apr 2020 • Changlu Guo, Márton Szemenyei, Yugen Yi, Ying Xue, Wei Zhou, Yangyuan Li
But for other retinal imaging modalities, more research is needed to explore vascular extraction.
2 code implementations • 7 Apr 2020 • Changlu Guo, Márton Szemenyei, Yangtao Hu, Wenle Wang, Wei Zhou, Yugen Yi
Retinal vessel segmentation is a vital step for the diagnosis of many early eye-related diseases.
3 code implementations • 7 Apr 2020 • Changlu Guo, Márton Szemenyei, Yugen Yi, Wenle Wang, Buer Chen, Changqi Fan
The precise segmentation of retinal blood vessels is of great significance for early diagnosis of eye-related diseases such as diabetes and hypertension.
Ranked #3 on Retinal Vessel Segmentation on DRIVE