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Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge.
Ali S, Ghatwary N, Jha D, Isik-Polat E, Polat G, Yang C, Li W, Galdran A, Ballester MG, Thambawita V, Hicks S, Poudel S, Lee SW, Jin Z, Gan T, Yu C, Yan J, Yeo D, Lee H, Tomar NK, Haithami M, Ahmed A, Riegler MA, Daul C, Halvorsen P, Rittscher J, Salem OE, Lamarque D, Cannizzaro R, Realdon S, de Lange T, East JE. Ali S, et al. Among authors: tomar nk. Sci Rep. 2024 Jan 23;14(1):2032. doi: 10.1038/s41598-024-52063-x. Sci Rep. 2024. PMID: 38263232 Free PMC article.
TGANet: Text-guided attention for improved polyp segmentation.
Tomar NK, Jha D, Bagci U, Ali S. Tomar NK, et al. Med Image Comput Comput Assist Interv. 2022 Sep;13433:151-160. doi: 10.1007/978-3-031-16437-8_15. Epub 2022 Sep 16. Med Image Comput Comput Assist Interv. 2022. PMID: 36780239 Free PMC article.
FANet: A Feedback Attention Network for Improved Biomedical Image Segmentation.
Tomar NK, Jha D, Riegler MA, Johansen HD, Johansen D, Rittscher J, Halvorsen P, Ali S. Tomar NK, et al. IEEE Trans Neural Netw Learn Syst. 2023 Nov;34(11):9375-9388. doi: 10.1109/TNNLS.2022.3159394. Epub 2023 Oct 27. IEEE Trans Neural Netw Learn Syst. 2023. PMID: 35333723 Free article.