Yongbei Zhu
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Explore the profile of Yongbei Zhu including associated specialties, affiliations and a list of published articles.
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22
Citations
916
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Recent Articles
1.
Zhu Y, Wang S, Yu H, Li W, Tian J
Med Image Anal
. 2024 Aug;
97:103281.
PMID: 39106764
Imbalanced classification is a common and difficult task in many medical image analysis applications. However, most existing approaches focus on balancing feature distribution and classifier weights between classes, while ignoring...
2.
He B, Sun C, Li H, Wang Y, She Y, Zhao M, et al.
Phys Med Biol
. 2024 Jan;
69(7).
PMID: 38224617
In the realm of utilizing artificial intelligence (AI) for medical image analysis, the paradigm of 'signal-image-knowledge' has remained unchanged. However, the process of 'signal to image' inevitably introduces information distortion,...
3.
Su Q, Zhu Y, He B, Dai B, Mu W, Tian J
Eur J Med Res
. 2023 Nov;
28(1):545.
PMID: 38017548
Background: umor cells, immune cells and stromal cells jointly modify tumor development and progression. We aim to explore the potential effects of tumor purity on the immune microenvironment, genetic landscape...
4.
Su Q, Liu Z, Zhu Y, Tian J
Annu Int Conf IEEE Eng Med Biol Soc
. 2022 Sep;
2022:65-68.
PMID: 36083923
Metabolism plays an important role in the pathogenesis of prostate cancer (PCa). Hence, we explored candidate metabolic-related genes attributed to biochemical relapse (BCR) of PCa. Gene expression profile and clinical...
5.
Hu S, Zhu Y, Dong D, Wang B, Zhou Z, Wang C, et al.
J Digit Imaging
. 2022 May;
35(5):1079-1090.
PMID: 35585465
Clinical symptoms and inflammatory markers cannot reliably distinguish the etiology of CAP, and chest radiographs have abundant information related with CAP. Hence, we developed a context-fusion convolution neural network (CNN)...
6.
Wang S, Yu H, Gan Y, Wu Z, Li E, Li X, et al.
Lancet Digit Health
. 2022 Mar;
4(5):e309-e319.
PMID: 35341713
Background: Epidermal growth factor receptor (EGFR) genotype is crucial for treatment decision making in lung cancer, but it can be affected by tumour heterogeneity and invasive biopsy during gene sequencing....
7.
Wang L, Wang S, Yu H, Zhu Y, Li W, Tian J
Annu Int Conf IEEE Eng Med Biol Soc
. 2021 Dec;
2021:3646-3649.
PMID: 34892027
Epidermal growth factor receptor (EGFR) gene mutation status is crucial for the treatment planning of lung cancer. The gold standard for detecting EGFR mutation status relies on invasive tumor biopsy...
8.
Wu Q, Huang W, Wang S, Yu H, Wang L, Wu Z, et al.
Annu Int Conf IEEE Eng Med Biol Soc
. 2021 Dec;
2021:3411-3414.
PMID: 34891972
Progression-free survival (PFS) prediction using computed tomography (CT) images is important for treatment planning in lung cancer. However, the generalization ability of current analysis methods is usually affected by the...
9.
Su Q, Liu Z, Chen C, Gao H, Zhu Y, Wang L, et al.
Cancer Med
. 2021 Aug;
10(18):6492-6502.
PMID: 34453418
Background: This study evaluated the predictive value of gene signatures for biochemical recurrence (BCR) in primary prostate cancer (PCa) patients. Methods: Clinical features and gene expression profiles of PCa patients...
10.
Wang S, Dong D, Zhang W, Hu H, Li H, Zhu Y, et al.
Med Phys
. 2021 Jul;
48(9):5017-5028.
PMID: 34260756
Purpose: Borrmann classification in advanced gastric cancer (AGC) is necessarily associated with personalized surgical strategy and prognosis. But few radiomics research studies have focused on specific Borrmann classification, and there...