Beyond Point Annotation: A Weakly Supervised Network Guided by Multi-Level Labels Generated from Four-Point Annotation for Thyroid Nodule Segmentation in Ultrasound Image

Autor: Chi, Jianning, Li, Zelan, Wu, Huixuan, Zhang, Wenjun, Huang, Ying

Weakly-supervised methods typically guided the pixel-wise training by comparing the predictions to single-level labels containing diverse segmentation-related information at once, but struggled to represent delicate feature differences between nodule

Externí odkaz: http://arxiv.org/abs/2410.19332

Hybrid transformer UNet for thyroid segmentation from ultrasound scans

Autor: Chi, Jianning, Li, Zelan, Sun, Zhiyi, Yu, Xiaosheng, Wang, Huan

Publikováno v: In Computers in Biology and Medicine February 2023 153

Development of a multi-method analytical approach based on the combination of synchrotron radiation X-ray micro-analytical techniques and vibrational micro-spectroscopy methods to unveil the causes and mechanism of darkening of 'fake-gilded' decorations in a Cimabue painting

Autor: Monico, Letizia, Prati, Silvia, Sciutto, Giorgia, Catelli, Emilio, Romani, Aldo, Balbas, Diego Quintero, Li, Zelan, De Meyer, Steven, Nuyts, Gert, Janssens, Koen, Cotte, Marine, Garrevoet, Jan, Falkenberg, Gerald, Tardillo Suarez, Vanessa Isabel, Tucoulou, Remi, Mazzeo, Rocco

Publikováno v: 'Journal of Analytical Atomic Spectrometry ', vol: 37, pages: 114-129 (2022)
Journal of analytical atomic spectrometry 37(1), 114-129 (2022). doi:10.1039/D1JA00271F
Journal of Analytical Atomic Spectrometry
Journal of Analytical Atomic Spectrometry, Royal Society of Chemistry, In press, ⟨10.1039/D1JA00271F⟩
Journal of analytical atomic spectrometry

Journal of analytical atomic spectrometry 37(1), 114 - 129 (2022). doi:10.1039/D1JA00271F
Redox processes activated by environmental factors have been identified as the main cause of the chromatic alterations of a number of artists' pigments, in

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b8d9bfeb2420046bed2727818fd90f30
https://epn-library.esrf.fr/flora/jsp/index_view_direct_anonymous.jsp?record=doc:PUB_ESRF:58950

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