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Article ; Online: Research on Static Gesture Recognition Based on Deep Learning

Zhang Min / Liu Pingping

International Journal of Advanced Network, Monitoring, and Controls, Vol 7, Iss 4, Pp 31-

2023 Volume 38

Abstract: With the continuous development and progress of the times, the ways of human-computer interaction have become more and more diverse. In order to reduce the spread of the new crown virus, gesture recognition has become a hot topic in the field of human- ... ...

Abstract	With the continuous development and progress of the times, the ways of human-computer interaction have become more and more diverse. In order to reduce the spread of the new crown virus, gesture recognition has become a hot topic in the field of human-computer interaction in recent years. Traditional gesture recognition is affected by the environment and database, etc., with poor robustness and low accuracy. In order to improve the recognition rate of static gestures, this paper proposes to establish a deep learning model using CNN convolutional neural network, and a static gesture recognition method based on template matching. By establishing a palm template diagram, the gesture image to be recognized is matched with the template diagram based on the feature point, and the image is rotated after matching, and the template based on the grayscale value is matched again, so as to extract the gesture part. Through experimental proof, the algorithm can effectively improve the gesture recognition rate, the recognition accuracy rate reached 93.17%, and the recognition speed is faster.
Keywords	static gesture recognition ; template matching ; deep learning ; convolutional neural networks ; Computer engineering. Computer hardware ; TK7885-7895 ; Electronic computers. Computer science ; QA75.5-76.95
Subject code	006
Language	English
Publishing date	2023-05-01T00:00:00Z
Publisher	Sciendo
Document type	Article ; Online
Database	BASE - Bielefeld Academic Search Engine (life sciences selection)

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Article: Water, starch, and nuclear behavior in ray parenchyma during heartwood formation of

Guo, Pingping / Zhao, Xiping / Yang, Zifei / Wang, Yingxin / Li, Hongying / Zhang, Lepei

Heliyon

2024 Volume 10, Issue 5, Page(s) e27231

Abstract: ... Catalpa ... ...

Abstract	Catalpa bungei
Language	English
Publishing date	2024-02-27
Publishing country	England
Document type	Journal Article
ZDB-ID	2835763-2
ISSN	2405-8440
ISSN	2405-8440
DOI	10.1016/j.heliyon.2024.e27231
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Article ; Online: You must separate: How perceived importance and language intensity promote waste separation.

Xu, Yaojing / Zhang, Lin / Liu, Pingping

Journal of environmental management

2024 Volume 354, Page(s) 120267

Abstract: Waste threatens human health and the environment. How can we persuade people to participate in waste separation? In order to address this challenge, the present experimental study (N = 280) investigated the effects of perceived importance (high, medium, ... ...

Abstract	Waste threatens human health and the environment. How can we persuade people to participate in waste separation? In order to address this challenge, the present experimental study (N = 280) investigated the effects of perceived importance (high, medium, low) and language intensity (assertive, non-assertive) on people's intention to separate waste based on the social influence theory and the value-identity-personal norm model. The results showed that high perceived importance and assertive language were positively and significantly associated with waste separation intention. Furthermore, the mediating analysis revealed that environmental self-identity and personal norm were serial mediators in the relationship between perceived importance and waste separation intention. Therefore, strengthening perceived importance and enhancing internalization processes (environmental self-identity and personal norm) contribute to promoting waste separation intention. The findings of this study provide both theoretical and practical contributions to promote waste separation.
MeSH term(s)	Humans ; Surveys and Questionnaires ; Intention ; Language
Language	English
Publishing date	2024-02-25
Publishing country	England
Document type	Journal Article
ZDB-ID	184882-3
ISSN	1095-8630 ; 0301-4797
ISSN (online)	1095-8630
ISSN	0301-4797
DOI	10.1016/j.jenvman.2024.120267
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Article ; Online: Analysis of risk factors and construction of nomograph model for critical condition of patients with hypertension during pregnancy.

Zhang, Pingping / Zhong, Xiwen

BMC pregnancy and childbirth

2023 Volume 23, Issue 1, Page(s) 576

Abstract: Objective: This study aims to construct the risk prediction nomogram model of critical condition in patients with hypertension during pregnancy and to verify its evaluation effect.: Methods: A total of 531 patients with hypertension during pregnancy ... ...

Abstract	Objective: This study aims to construct the risk prediction nomogram model of critical condition in patients with hypertension during pregnancy and to verify its evaluation effect. Methods: A total of 531 patients with hypertension during pregnancy were randomly grouped into 427 model group and 104 validation group. The model group patients included 59 cases of critical group and 368 cases of non-critical group according to the occurrence of critical situation. Multivariate Logistic regression analysis was conducted to determine the risk factors of critical condition in patients with hypertension during pregnancy, and R software was used to construct the nomogram model. Moreover, the prediction efficiency of the model was evaluated. Results: The proportions of patients aged over 30 years, with an educational background of junior high school or below, a family history of hypertension, anemia during pregnancy, and a lower erythrocyte count were significantly higher in the critical group compared to the non-critical group (P < 0.05). Age > 30 years old, educational background of junior high school and below, family history of hypertension, anemia during pregnancy, and red blood cell count were independent risk factors for the occurrence of critical condition in patients with hypertension during pregnancy (P < 0.05). The prediction model formula Z = 1.857×Age + 1.167×Education + 1.601×Family history of hypertension + 1.815×Pregnancy anemia + 3.524×Red blood cell count+(-19.769). The area under the curve (AUC) of the nomogram in the modeling group for predicting the risk of critical situations was 0.926 (95% CI = 0.887 ~ 0.964), indicating excellent discrimination. The calibration curve closely resembled the ideal curve, demonstrating good agreement between the predicted and actual values. The AUC of the validation group's nomogram to predict the risk of critical situation was 0.942 (95% CI = 0.872 ~ 0.998), with good discrimination. The calibration curve was close to the ideal curve, and the actual value was in good agreement with the predicted value. Conclusion: The nomograph model can predict the risk of critical condition in patients with hypertension during pregnancy and screen high-risk population.
MeSH term(s)	Adult ; Female ; Humans ; Infant ; Pregnancy ; Area Under Curve ; Educational Status ; Erythrocyte Count ; Hypertension/epidemiology ; Retrospective Studies ; Risk Factors
Language	English
Publishing date	2023-08-10
Publishing country	England
Document type	Journal Article ; Randomized Controlled Trial
ZDB-ID	2059869-5
ISSN	1471-2393 ; 1471-2393
ISSN (online)	1471-2393
ISSN	1471-2393
DOI	10.1186/s12884-023-05860-7
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Article ; Online: Analysis of risk factors associated with different degrees of postpartum hemorrhage in patients with pregnancy-induced hypertension and construction of a prediction model using line graph.

Zhong, Xiwen / Zhang, Pingping

The journal of maternal-fetal & neonatal medicine : the official journal of the European Association of Perinatal Medicine, the Federation of Asia and Oceania Perinatal Societies, the International Society of Perinatal Obstetricians

2023 Volume 36, Issue 2, Page(s) 2239983

Abstract: Objective: This study aims to analyze the risk factors associated with different degrees of postpartum hemorrhage in patients with pregnancy-induced hypertension and construct a prediction model using line graph.: Methods: The patients who were ... ...

Abstract	Objective: This study aims to analyze the risk factors associated with different degrees of postpartum hemorrhage in patients with pregnancy-induced hypertension and construct a prediction model using line graph. Methods: The patients who were treated in our hospital for pregnancy-induced hypertension from January 2021 to December 2022 were enrolled as the study subjects. Their clinical data were collected, and the risk factors associated with postpartum hemorrhage in patients with pregnancy-induced hypertension were analyzed by single-factor and multi-factor logistic regression. The nomogram prediction model was constructed and validated internally, and the discrimination and consistency of the model were verified by the ROC curve and calibration graph. Results: In this experiment, 125 out of the 482 patients with hypertensive disorder complicating pregnancy experienced different degrees of postpartum hemorrhage, with an incidence of 25.93%. Multivariate Logistic regression analysis showed that patients with severe disease (OR = 2.454), the degree of proteinuria +++ or ++++ (OR = 6.754, 7.206), fetal body mass ≥4000 g (OR = 5.972), uterine atony (OR = 11.789), abnormal HDL-C (OR = 3.174), abnormal LDL-C (OR = 8.812), and abnormal VEGF (OR = 7.702) had a higher risk of postpartum hemorrhage ( Conclusion: The severity of disease, the gestational week upon onset, the gestational week upon delivery, the degree of proteinuria, systolic blood pressure, diastolic blood pressure, uterine atony, HDL-C, LDL-C, VEGF are factors affecting the incidence of postpartum hemorrhage in patients with hypertensive disorder complicating pregnancy. The prediction model based on the above factors can accurately evaluate the risk of different degrees of postpartum hemorrhage in patients with hypertensive disorder complicating pregnancy.
MeSH term(s)	Pregnancy ; Female ; Humans ; Hypertension, Pregnancy-Induced/epidemiology ; Postpartum Hemorrhage/epidemiology ; Postpartum Hemorrhage/etiology ; Postpartum Hemorrhage/therapy ; Uterine Inertia ; Cholesterol, LDL ; Vascular Endothelial Growth Factor A ; Risk Factors ; Retrospective Studies
Chemical Substances	Cholesterol, LDL ; Vascular Endothelial Growth Factor A
Language	English
Publishing date	2023-08-09
Publishing country	England
Document type	Journal Article
ZDB-ID	2077261-0
ISSN	1476-4954 ; 1057-0802 ; 1476-7058
ISSN (online)	1476-4954
ISSN	1057-0802 ; 1476-7058
DOI	10.1080/14767058.2023.2239983
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Article ; Online: Metagenomic analysis revealed highly diverse carbon fixation microorganisms in a petroleum-hydrocarbon-contaminated aquifer.

Ning, Zhuo / Cai, Pingping / Zhang, Min

Environmental research

2024 Volume 247, Page(s) 118289

Abstract: As one of the ultimate products of hydrocarbon biodegradation, inorganic carbon always be used to evaluate hydrocarbon biodegradation rates in petroleum-hydrocarbon-contaminated (PHC) aquifers. The evaluation method was challenged because of the ... ...

Abstract	As one of the ultimate products of hydrocarbon biodegradation, inorganic carbon always be used to evaluate hydrocarbon biodegradation rates in petroleum-hydrocarbon-contaminated (PHC) aquifers. The evaluation method was challenged because of the existence of carbon fixation microorganisms, which may uptake inorganic carbons and consequently cause the biodegradation rates to be underestimated. We wonder if there are carbon fixation microorganisms in PHC aquifers. Although an extremely limited number of carbon fixation microorganisms in PHC sites have been studied in previous studies, the vast majority of microorganisms that participate in carbon fixation have not been systematically identified. To systematically reveal carbon fixation microorganisms and their survival environmental conditions, high-throughput metagenomic sequencing technologies, which are characterized by culture-independent, unbiased, and comprehensive methods for the detection and taxonomic characterization of microorganisms, were introduced to analyze the groundwater samples collected from a PHC aquifer. Results showed that 1041 genera were annotated as carbon fixation microorganisms, which accounted for 49% of the total number of genera in the PHC aquifer. Carbon fixation genes involved in Calvin-Benson-Bassham (CBB), 3-hydroxy propionate (3HP), reductive tricarboxylic acid (rTCA), and Wood-Ljungdahl (WL) cycles accounted for 2%, 41%, 34%, and 23% of the total carbon fixation genes, respectively, and 3HP, rTCA, and WL can be deemed as the dominant carbon fixation pathways. Most of the identified carbon fixation microorganisms are potential hydrocarbon biodegraders, and the most abundant carbon fixation microorganisms, such as Microbacterium, Novosphingobium, and Reyranella, were just the most abundant microorganisms in the aquifer system. It's deduced that most of the microorganisms in the aquifer were facultative autotrophic, and undertaking the dual responsibilities of degrading hydrocarbons to inorganic carbon and uptaking inorganic carbon to biomass.
MeSH term(s)	Petroleum ; Hydrocarbons ; Groundwater ; Carbon ; Carbon Cycle ; Biodegradation, Environmental
Chemical Substances	Petroleum ; Hydrocarbons ; Carbon (7440-44-0)
Language	English
Publishing date	2024-01-23
Publishing country	Netherlands
Document type	Journal Article
ZDB-ID	205699-9
ISSN	1096-0953 ; 0013-9351
ISSN (online)	1096-0953
ISSN	0013-9351
DOI	10.1016/j.envres.2024.118289
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Article ; Online: Regulation of noncoding RNAs in innate lymphoid cells.

Liu, Benyu / Zhang, Lingwei / Zhu, Pingping / Fan, Zusen

Cellular & molecular immunology

2023 Volume 20, Issue 5, Page(s) 543–545

MeSH term(s)	Immunity, Innate ; Lymphocytes ; RNA, Untranslated/genetics ; RNA, Long Noncoding/genetics ; MicroRNAs
Chemical Substances	RNA, Untranslated ; RNA, Long Noncoding ; MicroRNAs
Language	English
Publishing date	2023-03-09
Publishing country	China
Document type	Letter ; Research Support, Non-U.S. Gov't
ZDB-ID	2435097-7
ISSN	2042-0226 ; 1672-7681
ISSN (online)	2042-0226
ISSN	1672-7681
DOI	10.1038/s41423-023-00993-3
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Article: The Correlation Between Low-Dose Radiotherapy Area of the Mediastinum and CD8+T Cells and the Efficacy of Radiotherapy for Non-Small Cell Lung Cancer.

Wang, Hang / Li, Yang / Hu, Pingping / Zhang, Jiandong

Cancer management and research

2024 Volume 16, Page(s) 23–35

Abstract: Background: Radiation therapy (RT) can cause changes in peripheral blood immune cells. The relationship between the efficacy of radiation therapy for non-small cell lung cancer (NSCLC) and immune cell changes and the study of how mediastinal radiation ... ...

Abstract	Background: Radiation therapy (RT) can cause changes in peripheral blood immune cells. The relationship between the efficacy of radiation therapy for non-small cell lung cancer (NSCLC) and immune cell changes and the study of how mediastinal radiation dose parameters affect immune cell changes is still unclear. This study aims to analyze the relationship between immune cell changes induced by radiotherapy and the efficacy of NSCLC radiotherapy, as well as the relationship between radiotherapy dose parameters and immune cell changes. Materials and methods: We retrospectively analyzed the data of NSCLC patients receiving mediastinal radiation therapy from 2020 to 2022. Collect lymphocytes and circulating immune cells within one week before and after radiotherapy and collect the dose-volume parameters of the whole mediastinum in the patient's RT planning system. Analyze the changes in lymphocytes and radiotherapy effects after radiotherapy, and explore the relationship between radiotherapy dose parameters and immune cell changes. Results: A total of 72 patients were enrolled. Compared with before radiotherapy, the proportion of CD3+T cells, CD8+T cells, and CD8/Treg in peripheral blood significantly increased after radiotherapy ( Conclusion: The increase in CD8+T cells after radiotherapy can positively predict the short-term efficacy of radiotherapy. Mediastinal low-dose radiation therapy can increase CD8+T cells, thereby improving the short-term efficacy of radiotherapy. These potentially related mechanisms are worth further verification and exploration.
Language	English
Publishing date	2024-01-12
Publishing country	New Zealand
Document type	Journal Article
ZDB-ID	2508013-1
ISSN	1179-1322
ISSN	1179-1322
DOI	10.2147/CMAR.S438440
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Article ; Online: Corrigendum to "Effect of crocetin on vascular smooth muscle cells migration induced by advanced glycosylation end products" [Microvasc. Res. 112 (2017) 30-36/ MVR_2016_83].

Xiang, Min / Yang, Runlin / Zhang, Yaqin / Wu, Pingping / Wang, Lizhen / Gao, Zhenyu / Wang, Jianmei

Microvascular research

2024 Volume 153, Page(s) 104670

Language	English
Publishing date	2024-02-22
Publishing country	United States
Document type	Published Erratum
ZDB-ID	80307-8
ISSN	1095-9319 ; 0026-2862
ISSN (online)	1095-9319
ISSN	0026-2862
DOI	10.1016/j.mvr.2024.104670
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Article ; Online: Trinitromethyl-Substituted 1

Yi, Pingping / Lin, Chenchen / Yi, Xiaoyi / He, Piao / Wang, Tingwei / Zhang, Jianguo

ACS applied materials & interfaces

2024

Abstract: Nitro groups have been demonstrated to play a decisive role in the development of the most powerful known energetic materials. Two trinitromethyl-substituted ... ...

Abstract	Nitro groups have been demonstrated to play a decisive role in the development of the most powerful known energetic materials. Two trinitromethyl-substituted 1
Language	English
Publishing date	2024-04-29
Publishing country	United States
Document type	Journal Article
ISSN	1944-8252
ISSN (online)	1944-8252
DOI	10.1021/acsami.4c04185
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