An effective and robust lattice Boltzmann model guided by atlas for hippocampal subregions segmentation
Sign Up to like & getrecommendations! Published in 2024 at "Medical Physics"
DOI: 10.1002/mp.16984
Abstract: Given the varying vulnerability of the rostral and caudal regions of the hippocampus to neuropathology in the Alzheimer's disease (AD) continuum, accurately assessing structural changes in these subregions is crucial for early AD detection. The… read more here.
Keywords: hippocampal subregions; model guided; effective robust; boltzmann model ... See more keywords
Accelerating multi‐echo chemical shift encoded water–fat MRI using model‐guided deep learning
Sign Up to like & getrecommendations! Published in 2022 at "Magnetic Resonance in Medicine"
DOI: 10.1002/mrm.29307
Abstract: To accelerate chemical shift encoded (CSE) water–fat imaging by applying a model‐guided deep learning water–fat separation (MGDL‐WF) framework to the undersampled k‐space data. read more here.
Keywords: chemical shift; model guided; water; guided deep ... See more keywords
Model-Guided Deep Learning for Line Segment Detection in Time–Frequency Spectrograms of an Ocean Waveguide
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Journal of Oceanic Engineering"
DOI: 10.1109/joe.2025.3548665
Abstract: The application of machine learning in underwater acoustics is often limited by the lack of high-quality data. One method to avoid this data issue is to use modeled data to train a machine learning algorithm,… read more here.
Keywords: model guided; deep learning; guided deep; time frequency ... See more keywords
Model-Guided Iterative Diffusion Sampling for NLOS Reconstruction
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Journal of Selected Topics in Quantum Electronics"
DOI: 10.1109/jstqe.2024.3350971
Abstract: We consider the reconstruction problem of non-line-of-sight (NLOS) imaging. The proposed diffusion-based method starts with back-projection from NLOS measurement and iteratively estimates the noise using a trained light-weight U-Net and model-guided iterative gradient descent. Unlike… read more here.
Keywords: model guided; method; guided iterative; reconstruction ... See more keywords
Linear Spectral Mixing Model-Guided Artificial Bee Colony Method for Endmember Generation
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2019.2961502
Abstract: Endmember extraction (EE) is one important step in hyperspectral unmixing. However, some EE methods under pure-pixel assumption may work badly for highly mixed data due to the complexity of image data. In this work, we… read more here.
Keywords: linear spectral; spectral mixing; method; model guided ... See more keywords
Blurry Facial-Image Deconvolution via Model-Guided Deep Neural Network Inspired From Edge Regularization
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Cognitive and Developmental Systems"
DOI: 10.1109/tcds.2022.3157766
Abstract: The blind facial-image deconvolution problem is ill-posed so that the estimation of latent image and blur kernel is hard to obtain without additional priors or heuristics. Although data-driven methods with deep neural networks have achieved… read more here.
Keywords: image deconvolution; model guided; deep neural; image ... See more keywords
Scattering Model Guided Adversarial Examples for SAR Target Recognition: Attack and Defense
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2022.3213305
Abstract: Deep neural network (DNN)-based synthetic aperture radar (SAR) automatic target recognition (ATR) systems have been shown to be highly vulnerable to adversarial perturbations that are deliberately designed yet almost imperceptible but can bias DNN inference… read more here.
Keywords: model guided; model; scattering model; target recognition ... See more keywords
3D model-guided trans-catheter closure of a complex aortic paravalvular leak.
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Cardiovascular Medicine"
DOI: 10.2459/jcm.0000000000001082
Abstract: Paravalvular leak (PVL) is a common complication of surgical or percutaneous aortic valve replacement. It may cause heart failure, haemolysis or both and has been shown as an independent risk factor for long-term outcome. Over… read more here.
Keywords: leak; catheter closure; trans catheter; guided trans ... See more keywords
Corrigendum: Population Pharmacokinetic/Pharmacodynamic Model-Guided Dosing Optimization of a Novel Sedative HR7056 in Chinese Healthy Subjects
Sign Up to like & getrecommendations! Published in 2019 at "Frontiers in Pharmacology"
DOI: 10.3389/fphar.2019.00251
Abstract: [This corrects the article DOI: 10.3389/fphar.2018.01316.]. read more here.
Keywords: pharmacodynamic model; corrigendum population; population pharmacokinetic; guided dosing ... See more keywords