Jinli Yuan
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Explore the profile of Jinli Yuan including associated specialties, affiliations and a list of published articles.
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7
Citations
19
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Recent Articles
1.
Lu C, Guo Z, Zhang D, Mou L, Yuan J, Ma S, et al.
IEEE Trans Med Imaging
. 2025 Mar;
PP.
PMID: 40031193
Optical Coherence Tomography (OCT) imaging is extensively utilized for non-invasive observation of pathological conditions, such as retinal fluid-associated diseases. Accurate fluid segmentation in OCT images is therefore critical for quantifying...
2.
Chen Y, Guo Z, Yuan J, Li X, Yu H
Comput Biol Med
. 2024 Mar;
173:108313.
PMID: 38531247
The majority of existing deep learning-based image denoising algorithms mainly focus on processing the overall image features, ignoring the fine differences between the semantic and pixel features. Hence, we propose...
3.
Yuan J, Zhou F, Guo Z, Li X, Yu H
J Digit Imaging
. 2023 Jun;
36(5):2290-2305.
PMID: 37386333
Low-dose computed tomography (LDCT) is an effective way to reduce radiation exposure for patients. However, it will increase the noise of reconstructed CT images and affect the precision of clinical...
4.
Lu C, Yuan J, Xia K, Guo Z, Chen M, Yu H
Phys Med Biol
. 2023 Mar;
68(10).
PMID: 36958057
Cardiovascular disease (CVD) is a group of diseases affecting cardiac and blood vessels, and short-axis cardiac magnetic resonance (CMR) images are considered the gold standard for the diagnosis and assessment...
5.
Guo Z, Yang J, Zhao L, Yuan J, Yu H
Comput Biol Med
. 2023 Jan;
153:106532.
PMID: 36623436
In view of the low diagnostic accuracy of the current classification methods of benign and malignant pulmonary nodules, this paper proposes a 3D segmentation attention network integrating asymmetric convolution (SAACNet)...
6.
Guo Z, Wang J, Wang J, Yuan J
Comput Intell Neurosci
. 2022 Apr;
2022:9465646.
PMID: 35401735
The characteristics of pulmonary are complex, and the cost of manual screening is high. The detection model based on convolutional neural network is an essential method for assisted diagnosis with...
7.
Lu C, Guo Z, Yuan J, Xia K, Yu H
Phys Med Biol
. 2022 Feb;
67(5).
PMID: 35168211
Left ventricular (LV) segmentation of cardiac magnetic resonance imaging (MRI) is essential for diagnosing and treating the early stage of heart diseases. In convolutional neural networks, the target information of...
8.
Guo Z, Zhao L, Yuan J, Yu H
IEEE J Biomed Health Inform
. 2021 Nov;
26(6):2547-2558.
PMID: 34847048
Improving the detection accuracy of pulmonary nodules plays an important role in the diagnosis and early treatment of lung cancer. In this paper, a multiscale aggregation network (MSANet), which integrates...