Quan Qian
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Explore the profile of Quan Qian including associated specialties, affiliations and a list of published articles.
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Articles
27
Citations
323
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Recent Articles
1.
Hu W, Wu J, Qian Q
IEEE Trans Neural Netw Learn Syst
. 2025 Mar;
PP.
PMID: 40080380
In this article, we propose a new graph neural network (GNN) explainability model, CiRLExplainer, which elucidates GNN predictions from a causal attribution perspective. Initially, a causal graph is constructed to...
2.
Xu X, Qian Q, Shi Y, Huang W, Yuan C, Ma L, et al.
Nat Commun
. 2025 Jan;
16(1):755.
PMID: 39824860
Accidental ingestion of lead (Pb)-contaminated soils represents a major route of Pb exposure for both adults and children, and the development of accessible and cost-effective solutions to reduce Pb poisoning...
3.
Yu Y, Xiong J, Wu X, Qian Q
Adv Sci (Weinh)
. 2024 Oct;
11(45):e2403548.
PMID: 39364764
Small data in materials present significant challenges to constructing highly accurate machine learning models, severely hindering the widespread implementation of data-driven materials intelligent design. In this study, the Dual-Strategy Materials...
4.
Hu W, Qian Q
iScience
. 2024 Jun;
27(6):109980.
PMID: 38883833
Existing methods for interpreting Electrochemical Impedance Spectroscopy data involve various models, which face significant challenges in parameterization and physical interpretation and fail to comprehensively reflect the electrochemical behavior within batteries....
5.
Zhang K, He C, Wang L, Suo L, Guo M, Guo J, et al.
Microbiome
. 2024 Jun;
12(1):104.
PMID: 38845047
Background: Ruminant gut microbiota are critical in ecological adaptation, evolution, and nutrition utilization because it regulates energy metabolism, promotes nutrient absorption, and improves immune function. To study the functional roles...
6.
Qian Q, Luo J, Qin Y
IEEE Trans Neural Netw Learn Syst
. 2024 Mar;
36(3):4296-4310.
PMID: 38512740
Many transfer learning methods have been proposed to implement fault transfer diagnosis, and their loss functions are usually composed of task-related losses, distribution distance losses, and correlation regularization losses. The...
7.
Qian Q, Liang J, Ren Z, Sima J, Xu X, Rinklebe J, et al.
J Hazard Mater
. 2023 Nov;
463:132882.
PMID: 37939559
The simulated in-vitro gastrointestinal method provides a simple way to evaluate the health risk of human body exposed to soil contaminants. Several in-vitro methods have been successfully established for soil...
8.
Wu X, Pei J, Chen C, Zhu Y, Wang J, Qian Q, et al.
IEEE Trans Med Imaging
. 2023 Apr;
42(7):2068-2080.
PMID: 37015520
Current computer-aided diagnosis system with deep learning method plays an important role in the field of medical imaging. The collaborative diagnosis of diseases by multiple medical institutions has become a...
9.
Li X, Wei X, Yin W, Soares Magalhaes R, Xu Y, Wen L, et al.
Parasit Vectors
. 2023 Feb;
16(1):44.
PMID: 36721181
Background: Despite the increasing number of cases of scrub typhus and its expanding geographical distribution in China, its potential distribution in Fujian Province, which is endemic for the disease, has...
10.
Qian L, Wang Y, Wei X, Liu P, Soares Magalhaes R, Qian Q, et al.
PLoS Negl Trop Dis
. 2022 Sep;
16(9):e0010278.
PMID: 36174105
Background: Scrub typhus has become a serious public health concern in the Asia-Pacific region including China. There were new natural foci continuously recognized and dramatically increased reported cases in mainland...