Ruoqi Liu
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Explore the profile of Ruoqi Liu including associated specialties, affiliations and a list of published articles.
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Articles
33
Citations
200
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Recent Articles
1.
Liu R, Qu Z, Feng Y, Bai L, Liu X, Fan X, et al.
J Diabetes Complications
. 2025 Feb;
39(4):108981.
PMID: 40020554
Background: Currently, the prevalence of diabetes is rising. Patients with diabetes often face high risks of kidney disease, cardiovascular disease, and retinal disease. Cardiovascular complications are the primary cause of...
2.
Liu R, Li L, Zhang P
Cell Rep Med
. 2025 Feb;
6(2):101947.
PMID: 39938524
Hypertension management is complex due to the need for multiple drug combinations and consideration of diverse outcomes. Traditional treatment effect estimation methods struggle to address this complexity, as they typically...
3.
Zhang X, Liu R, Chen L, Pei T, Gao Y, Lu X, et al.
Biology (Basel)
. 2025 Jan;
14(1).
PMID: 39857233
Floral phenology and features are intricately linked to pollinator behavior and pollination systems. is one of the ornamental irises of the family Iridaceae with beautiful flowers and leaves, and little...
4.
Padhi B, Liu R, Yang Y, Peng X, Li L, Zhang P, et al.
Heliyon
. 2025 Jan;
10(22):e39728.
PMID: 39748955
The occurrence of an adverse drug event (ADE) has become a serious social concern of public health. Early detection of ADEs can lower the risk of drug safety as well...
5.
Wu Z, Lv S, Liu R, Guo T, Wang D, Fei H
Small
. 2024 Nov;
21(3):e2408243.
PMID: 39575488
The electrocatalytic nitrogen reduction reaction (NRR) is proposed as an alternative to the Haber-Bosch process, but the development of efficient NRR electrocatalysts remains a challenging task. MoSe has superior conductivity...
6.
Guo S, Ye G, Liu W, Liu R, Liu Z, Ma Y
J Fungi (Basel)
. 2024 Oct;
10(10).
PMID: 39452631
subsp. Rousi (Abbrev. ) stands as a vital botanical asset in ameliorating the ecological landscape of the arid regions in Northwest China, where its rhizospheric microorganisms serve as linchpins in...
7.
Liu R, Dong J, Jiang L, Ge Y, Fan C, Yang T, et al.
Proc Natl Acad Sci U S A
. 2024 Sep;
121(39):e2410967121.
PMID: 39284051
The "Returning Farmland to Lakes" (RFTL) project began in China following the catastrophic 1998 floods. It aims to recover flood storage capacity and mitigate flood risk to agriculture and people....
8.
Liu R, Chen P, Zhang P
Patterns (N Y)
. 2024 Jul;
5(6):100973.
PMID: 39005483
Treatment effect estimation (TEE) aims to identify the causal effects of treatments on important outcomes. Current machine-learning-based methods, mainly trained on labeled data for specific treatments or outcomes, can be...
9.
Liu R, Wu L, Zhang P
Proc AAAI Conf Artif Intell
. 2024 Apr;
38(8):8805-8814.
PMID: 38651015
Treatment effect estimation (TEE) is the task of determining the impact of various treatments on patient outcomes. Current TEE methods fall short due to reliance on limited labeled data and...
10.
Lee S, Liu R, Song W, Zhang P
Proc IEEE Int Conf Data Min
. 2024 Feb;
2023:1079-1084.
PMID: 38389702
Deep learning models have demonstrated promising results in estimating treatment effects (TEE). However, most of them overlook the variations in treatment outcomes among subgroups with distinct characteristics. This limitation hinders...