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Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge.
Sci Rep. 2024 Jan 23;14(1):2032. doi: 10.1038/s41598-024-52063-x.
Sci Rep. 2024.
PMID: 38263232
Free PMC article.
Real-Time Polyp Detection, Localization and Segmentation in Colonoscopy Using Deep Learning.
Jha D, Ali S, Tomar NK, Johansen HD, Johansen D, Rittscher J, Riegler MA, Halvorsen P.
Jha D, et al. Among authors: tomar nk.
IEEE Access. 2021 Mar 4;9:40496-40510. doi: 10.1109/ACCESS.2021.3063716. eCollection 2021.
IEEE Access. 2021.
PMID: 33747684
Free PMC article.
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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.
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Automatic Polyp Segmentation with Multiple Kernel Dilated Convolution Network.
Tomar NK, Srivastava A, Bagci U, Jha D.
Tomar NK, et al.
Proc IEEE Int Symp Comput Based Med Syst. 2022 Jul;2022:317-322. doi: 10.1109/CBMS55023.2022.00063. Epub 2022 Aug 31.
Proc IEEE Int Symp Comput Based Med Syst. 2022.
PMID: 36777398
Free PMC article.
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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.
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TransResU-Net: A Transformer based ResU-Net for Real-Time Colon Polyp Segmentation.
Tomar NK, Shergill A, Rieders B, Bagci U, Jha D.
Tomar NK, et al.
Annu Int Conf IEEE Eng Med Biol Soc. 2023 Jul;2023:1-4. doi: 10.1109/EMBC40787.2023.10340572.
Annu Int Conf IEEE Eng Med Biol Soc. 2023.
PMID: 38083589
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Video Capsule Endoscopy Classification using Focal Modulation Guided Convolutional Neural Network.
Srivastava A, Tomar NK, Bagci U, Jha D.
Srivastava A, et al. Among authors: tomar nk.
Proc IEEE Int Symp Comput Based Med Syst. 2022 Jul;2022:323-328. doi: 10.1109/CBMS55023.2022.00064. Epub 2022 Aug 31.
Proc IEEE Int Symp Comput Based Med Syst. 2022.
PMID: 36777397
Free PMC article.
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