Channel Characterization Based on 3-D TransUnet-CBAM With Multiloss Function
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2025.3601200
Abstract: The channel system is intimately linked to the formation of oil and gas reservoirs. In petroliferous basins, channel deposits frequently serve as both storage spaces and fluid conduits. Consequently, the accurate identification of channels in… read more here.
Keywords: channel; transunet; seismic data; multiloss function ... See more keywords
nn-TransUNet: An Automatic Deep Learning Pipeline for Heart MRI Segmentation
Sign Up to like & getrecommendations! Published in 2022 at "Life"
DOI: 10.3390/life12101570
Abstract: Cardiovascular disease (CVD) is a disease with high mortality in modern times. The segmentation task for MRI to extract the related organs for CVD is essential for diagnosis. Currently, a large number of deep learning… read more here.
Keywords: segmentation; deep learning; mri segmentation; transunet ... See more keywords
A Novel Intraretinal Layer Semantic Segmentation Method of Fundus OCT Images Based on the TransUNet Network Model
Sign Up to like & getrecommendations! Published in 2023 at "Photonics"
DOI: 10.3390/photonics10040438
Abstract: Optical coherence tomography (OCT) is used to obtain retinal images and stratify them to obtain the thickness of each intraretinal layer, which plays an important role in the clinical diagnosis of many ophthalmic diseases. In… read more here.
Keywords: layer; intraretinal layer; segmentation; transunet ... See more keywords