CNNs vs. Transformers: Performance and Robustness in Endoscopic Image Analysis
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Publisher
Springer Nature Switzerland
Link
https://link.springer.com/content/pdf/10.1007/978-3-031-47076-9_3
Reference26 articles.
1. Bergman, J.J., de Groof, A.J., et al.: An interactive web-based educational tool improves detection and delineation of Barrett’s esophagus-related neoplasia. Gastroenterol. 156(5), 1299-1308.e3 (2019). https://doi.org/10.1053/j.gastro.2018.12.021
2. Bernal, J., et al.: WM-DOVA maps for accurate polyp highlighting in colonoscopy: validation vs. saliency maps from physicians. Comput. Med. Imaging Graph. 43, 99–111 (2015). https://doi.org/10.1016/j.compmedimag.2015.02.007
3. Byrne, M.F., et al.: Real-time differentiation of adenomatous and hyperplastic diminutive colorectal polyps during analysis of unaltered videos of standard colonoscopy using a deep learning model. Gut 68(1), 94–100 (2019)
4. Chang, Q., et al.: ESFPNet: efficient deep learning architecture for real-time lesion segmentation in autofluorescence bronchoscopic video. In: Gimi, B.S., Krol, A. (eds.) Medical Imaging 2023: Biomedical Applications in Molecular, Structural, and Functional Imaging, vol. 12468, p. 1246803. International Society for Optics and Photonics, SPIE (2023). https://doi.org/10.1117/12.2647897
5. Lecture Notes in Computer Science;LC Chen,2018
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