Su Ruan
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Explore the profile of Su Ruan including associated specialties, affiliations and a list of published articles.
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Articles
57
Citations
830
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Recent Articles
1.
Huang Y, Ruan S, Yang Y, Liang H, Chen S, Chang Q
Front Nutr
. 2025 Feb;
12:1484344.
PMID: 39980674
Introduction: Depression is a major global mental health challenge. Previous research suggests a link between magnesium consumption and depression, but the dose-response relationship remains unclear. This study investigates the relationship...
2.
Fan Z, Zhang X, Ruan S, Thorstad W, Gay H, Song P, et al.
Med Phys
. 2024 Jul;
51(11):8232-8246.
PMID: 39078069
Background: Deep learning (DL) techniques have been extensively applied in medical image classification. The unique characteristics of medical imaging data present challenges, including small labeled datasets, severely imbalanced class distribution,...
3.
Huang L, Ruan S, Xing Y, Feng M
Med Image Anal
. 2024 Jun;
97:103223.
PMID: 38861770
The comprehensive integration of machine learning healthcare models within clinical practice remains suboptimal, notwithstanding the proliferation of high-performing solutions reported in the literature. A predominant factor hindering widespread adoption pertains...
4.
Liang H, Ruan S, Wang F, Yan N, Wang Y, Chen B, et al.
Zhen Ci Yan Jiu
. 2023 Nov;
48(11):1088-1094.
PMID: 37984905
Objectives: To investigate the mechanism of electroacupuncture (EA) in alleviating cerebral ische-mia injury by activating the Yap-OPA1 signaling axis. Methods: A total of 48 male SD rats were used in...
5.
Ghazouani F, Vera P, Ruan S
Int J Comput Assist Radiol Surg
. 2023 Oct;
19(2):273-281.
PMID: 37796413
Purpose: Fully convolutional neural networks architectures have proven to be useful for brain tumor segmentation tasks. However, their performance in learning long-range dependencies is limited to their localized receptive fields....
6.
Andrearczyk V, Oreiller V, Abobakr M, Akhavanallaf A, Balermpas P, Boughdad S, et al.
Head Neck Tumor Chall (2022)
. 2023 May;
13626:1-30.
PMID: 37195050
This paper presents an overview of the third edition of the HEad and neCK TumOR segmentation and outcome prediction (HECKTOR) challenge, organized as a satellite event of the 25th International...
7.
Kebaili A, Lapuyade-Lahorgue J, Ruan S
J Imaging
. 2023 Apr;
9(4).
PMID: 37103232
Deep learning has become a popular tool for medical image analysis, but the limited availability of training data remains a major challenge, particularly in the medical field where data acquisition...
8.
Yan N, Ruan S, Wang F, Wang Y, Chen B, Luo J, et al.
Zhen Ci Yan Jiu
. 2023 Mar;
48(3):233-9.
PMID: 36951074
Objective: To investigate the mechanism of electroacupuncture in alleviating cerebral ischemia injury in cerebral ischemia-reperfusion rats by regulating melatonin - NOD-like receptor protein 3 (NLRP3) mediated pyroptosis. Methods: A total...
9.
Zhou T, Noeuveglise A, Modzelewski R, Ghazouani F, Thureau S, Fontanilles M, et al.
Comput Med Imaging Graph
. 2023 Mar;
106:102218.
PMID: 36947921
Brain tumor is one of the leading causes of cancer death. The high-grade brain tumors are easier to recurrent even after standard treatment. Therefore, developing a method to predict brain...
10.
Zhou T, Ruan S, Hu H
Comput Med Imaging Graph
. 2022 Dec;
104:102167.
PMID: 36584536
Multimodal MR brain tumor segmentation is one of the hottest issues in the community of medical image processing. However, acquiring the complete set of MR modalities is not always possible...