Online dynamic cardiac imaging based on the elastic-net model
Sign Up to like & getrecommendations! Published in 2017 at "Inverse Problems in Science and Engineering"
DOI: 10.1080/17415977.2016.1141207
Abstract: Abstract Purpose: The purpose of this work was to develop an online dynamic cardiac MRI model to reconstruct image frames from partial acquisition of the Cartesian k-space data, which utilizes structural knowledge of consecutive image… read more here.
Keywords: net model; online dynamic; dynamic cardiac; model ... See more keywords
How to Get the Most Out of U-Net for Glacier Calving Front Segmentation
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"
DOI: 10.1109/jstars.2022.3148033
Abstract: The melting of ice sheets and glaciers is one of the main contributors to global sea-level rise. Hence, continuous monitoring of glacier changes and in particular the mapping of positional changes of their calving front… read more here.
Keywords: get net; calving front; segmentation; model ... See more keywords
PanCSC-Net: A Model-Driven Deep Unfolding Method for Pansharpening
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2021.3115501
Abstract: Recently, deep learning (DL) approaches have been widely applied to the pansharpening problem, which is defined as fusing a low-resolution multispectral (LRMS) image with a high-resolution panchromatic (PAN) image to obtain a high-resolution multispectral (HRMS)… read more here.
Keywords: network; pancsc net; model driven; model ... See more keywords
Landscape Classification Method Using Improved U-Net Model in Remote Sensing Image Ecological Environment Monitoring System
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Environmental and Public Health"
DOI: 10.1155/2022/9974914
Abstract: Aiming at the problems of low classification accuracy and time-consuming properties in traditional remote sensing image classification methods, a remote sensing image classification method of ecological garden landscape based on improved U-Net model is proposed.… read more here.
Keywords: classification; net model; remote sensing; sensing image ... See more keywords
Optimized U-Net model for 3D light-sheet image segmentation of zebrafish trunk vessels.
Sign Up to like & getrecommendations! Published in 2022 at "Biomedical optics express"
DOI: 10.1364/boe.449714
Abstract: The growth of zebrafish's vessels can be used as an indicator of the vascular development process and to study the biological mechanisms. The three-dimensional (3D) structures of zebrafish's trunk vessels could be imaged by state-of-art… read more here.
Keywords: light sheet; zebrafish trunk; segmentation; net model ... See more keywords
An RDAU-NET model for lesion segmentation in breast ultrasound images
Sign Up to like & getrecommendations! Published in 2019 at "PLoS ONE"
DOI: 10.1371/journal.pone.0221535
Abstract: Breast cancer is a common gynecological disease that poses a great threat to women health due to its high malignant rate. Breast cancer screening tests are used to find any warning signs or symptoms for… read more here.
Keywords: net model; rdau net; breast; breast ultrasound ... See more keywords
Automatic Multiple Articulator Segmentation in Dynamic Speech MRI Using a Protocol Adaptive Stacked Transfer Learning U-NET Model
Sign Up to like & getrecommendations! Published in 2023 at "Bioengineering"
DOI: 10.3390/bioengineering10050623
Abstract: Dynamic magnetic resonance imaging has emerged as a powerful modality for investigating upper-airway function during speech production. Analyzing the changes in the vocal tract airspace, including the position of soft-tissue articulators (e.g., the tongue and… read more here.
Keywords: speech; speech mri; dynamic speech; transfer learning ... See more keywords
Holistic View on the Structure of Immune Response: Petri Net Model
Sign Up to like & getrecommendations! Published in 2023 at "Biomedicines"
DOI: 10.3390/biomedicines11020452
Abstract: The simulation of immune response is a challenging task because quantitative data are scarce. Quantitative theoretical models either focus on specific cell–cell interactions or have to make assumptions about parameters. The broad variation of, e.g.,… read more here.
Keywords: immune response; net model; response; petri net ... See more keywords