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  1. 32901
  2. 32902

    Security decision method for the edge of multi-layer satellite network based on reinforcement learning by Peiliang ZUO, Shaolong HOU, Chao GUO, Hua JIANG, Wenbo WANG

    Published 2022-06-01
    “…Objectives: Multi-layer satellite network is an important component of space-ground integration technology.The purpose of this paper is to rely on the autonomous decision ability of satellite nodes to give full play to the processing and backhaul tasks of sensing data including encryption, decryption and compression in network edge scenarios. …”
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  3. 32903
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    Mortality Risk Prediction in Patients With Antimelanoma Differentiation–Associated, Gene 5 Antibody–Positive, Dermatomyositis–Associated Interstitial Lung Disease: Algorithm Develo... by Hui Li, Ruyi Zou, Hongxia Xin, Ping He, Bin Xi, Yaqiong Tian, Qi Zhao, Xin Yan, Xiaohua Qiu, Yujuan Gao, Yin Liu, Min Cao, Bi Chen, Qian Han, Juan Chen, Guochun Wang, Hourong Cai

    Published 2025-02-01
    “…Moreover, the model showed strong predictive performance in the external validation cohorts (cohort 1: AUC=0.836, 95% CI 0.754-0.916; cohort 2: AUC=0.915, 95% CI 0.871-0.959), indicating good generalizability. This model was integrated into a web-based tool to predict the 3-month mortality for patients with anti-MDA5+DM-ILD. …”
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    Physics-Informed Neural Networks for Modal Wave Field Predictions in 3D Room Acoustics by Stefan Schoder

    Published 2025-01-01
    “…PINNs are appealing since they can efficiently integrate a partial differential equation and experimental data by minimizing a loss function. …”
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  11. 32911

    Multimodal data deep learning method for predicting symptomatic pneumonitis caused by lung cancer radiotherapy combined with immunotherapy by Mingyu Yang, Jianli Ma, Chengcheng Zhang, Liming Zhang, Jianyu Xu, Shilong Liu, Jian Li, Jiabin Han, Songliu Hu

    Published 2025-01-01
    “…This amalgamated model surpassed the performance of the radiomic feature model (AUC 0.811, 95% CI: 0.786-0.832, P value < 0.001), the clinical information model (AUC 0.711, 95% CI: 0.682-0.753, P value < 0.001), as well as the model that integrated omics attributes with clinical data (AUC 0.872, 95% CI: 0.845-0.896, P value < 0.001) utilizing deep neural networks (DNNs). …”
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  15. 32915

    A FAIR and open geographic data collection for the Massaciuccoli Lake basin wetland in ItalyZenodoZenodo by Gian Luca Vannini, Pasquale Bove, Gianpaolo Coro

    Published 2025-04-01
    “…Future projections are available under the Representative Concentration Pathways (RPC) 2.6, 4.5, and 8.5 to simulate low, medium, and high greenhouse gas concentration scenarios respectively.The present geodata collection is particularly useful for wetland monitoring, management and planning. It can easily be integrated with ecological models and predictive studies to analyse the effects of climate change and anthropogenic pressures on wetlands. …”
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  16. 32916

    Débat sur le travail et le soin : de quoi parlons-nous lorsque nous parlons de travail de soin ? by Andrea Barbara Blazsek, Maria Celeste Linardelli, Daniel Garcia, Maria Agustina Diez

    Published 2020-12-01
    “…La définition réduite du travail a conduit à la consolidation du travail rémunéré comme objet d’étude des différentes disciplines des sciences sociales, et a limité ce qu’on appelle le monde du travail aux phénomènes qui entrent dans le champ de l’activité marchande et rémunérée. L’intégration d’une définition plus large qui permettrait de réinsérer les autres formes de travail qui ne se développent pas dans le domaine marchand et la problématisation du travail reproductif comme objet d’étude des sciences sociales se sont mises en place lentement. …”
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    Preventing sensory and motor dysfunctions in children receiving neurotoxic chemotherapy: PrepAir study - an update by Céline Hammadou, Bianca Celine Schmidli, Christina Schindera, Nicolas von der Weid, Uta Tacke, Oliver Faude, Sarah Koch, Fiona Streckmann

    Published 2025-01-01
    “…The aim is to preserve relevant sensory and motor functions in children so that they receive their planned medical therapy and become fitter and more socially integrated survivors. Methods We are thefore currently running a large, prospective, multicenter, randomized and controlled study in six hospital centers (Basel, Bern, Aarau, St. …”
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  19. 32919

    Association between insulin resistance indices and outcomes in patients with heart failure with preserved ejection fraction by Weicheng Ni, Ruihao Jiang, Di Xu, Jianhan Zhu, Jing Chen, Yuanzhen Lin, Hao Zhou

    Published 2025-01-01
    “…Furthermore, to assess the incremental prognostic value of the TyG index, we conducted comprehensive analyses using area under the curve (AUC), the continuous net reclassification index (cNRI), and the integrated discrimination index (IDI). Results A total of 8693 patients met the inclusion criteria and were included in the final analysis. …”
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  20. 32920

    Uncovering the Mechanisms of BaBaoWuDanYaoMo Against Influenza A Virus and Virus-Induced Inflammation Based on Network Pharmacology and Pharmacological Evaluation by Lei B, Su Y, Chen R, Chen Z, Liu B, Chen Y, Zhou M, Wang X, Ma Q

    Published 2025-01-01
    “…Biao Lei,1,* Yongjie Su,1,* Ruihan Chen,1,* Zexing Chen,1,* Bin Liu,1 Yuou Chen,1,2 Meihua Zhou,1 Xinhua Wang,1,3 Qinhai Ma1 1State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou Medical University, Guangzhou, Guangdong, People’s Republic of China; 2King Med School of Laboratory Medicine, Guangzhou Medical University, Guangzhou, Guangdong, People’s Republic of China; 3Institute of Integration of Traditional and Western Medicine, Guangzhou Medical University, Guangzhou, People’s Republic of China*These authors contributed equally to this workCorrespondence: Qinhai Ma; Xinhua Wang, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong, People’s Republic of China, Email 13268268214@163.com; xinhuaw@gzhmu.edu.cnPurpose: The pro-inflammatory response triggered by influenza viruses can contribute to viral pneumonia, even death. …”
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