Data-Driven Bearing Fault Diagnosis of Microgrid Network Power Device Based on a Stacked Denoising Autoencoder in Deep Learning and Clustering by Fast Search without Data Labels by Fan Xu, Xin Shu, Xin Li, Xiaodi Zhang

“…A cluster model is commonly used for this, and unlike most clustering methods such as k-means, k-medoids, and fuzzy c-means (FCM), in which the clustering center point must be preset, cluster by fast search (CFS) can automatically find available cluster center points automatically according to the distance and local density between each point and its clustering center point. …”
Get full text

Pre-screening of endomysial microvessel density by fast random forest image processing machine learning algorithm accelerates recognition of a modified vascular network in idiopathic inflammatory myopathies by Alessandro Massaro, Gerardo Cazzato, Giuseppe Ingravallo, Nadia Casatta, Carmelo Lupo, Angelo Vacca, Florenzo Iannone, Francesco Girolamo

“…A total of 84 images from 84 patients with IIM, diagnosed between 2014 and 2020, were retrieved and analyzed using the Fast Random Forest (FRF) technique. We built a lightweight and explainable algorithm for calculating the pixel percentage of CD31+ endomysial capillaries. …”
Get full text

Observed Steep and Shallow Spectra, Narrow and Broadband Spectra, Multifrequency Simultaneous Spectra, and Statistical Fringe Spectra in Fast Radio Bursts: Various Faces of Intrinsic Quasi-periodic Spectra? by Shu-Qing Zhong, Wen-Jin Xie, Jia-Hong Gu

“…Through analysis, modelings, and simulations, we show that if the spectra of fast radio bursts (FRBs) are intrinsically quasi-periodic, and likely produced by coherent curvature radiation from quasi-periodic structured bunches, then the observed steep and shallow spectra, narrow and broadband spectra, multifrequency simultaneous spectra, as well as possible statistical fringe spectra in FRBs, could all be various manifestations of them. …”
Get full text

Fast analytical calculation-based modeling method and fault ride-through parameters selection to enhance short-term voltage stability of grids with large-scale photovoltaic power plants by Boyang Li, Shiyun Xu, Weixing Li, Pupu Chao, Xiaodong Liang, Zhimin Li

“…Firstly, the coupling between the grid voltage and the PVPP’s FRT behaviors is formulated as a real-time varying impedance. Then, a fast analytical method is proposed to derive the grid short-term voltage dynamic trajectories during the complete FRT processes, and the non-monotonic impact of the PVPP’s FRT parameters on short-term voltage stabilities is demonstrated. …”
Get full text

Disrupting EDEM3‐induced M2‐like macrophage trafficking by glucose restriction overcomes resistance to PD‐1/PD‐L1 blockade by Shaoyong Peng, Minshan Wu, Qian Yan, Gaopo Xu, Yumo Xie, Guannan Tang, Jinxin Lin, Zixu Yuan, Xiaoxia Liang, Ze Yuan, Jingrong Weng, Liangliang Bai, Xiaolin Wang, Huichuan Yu, Meijin Huang, Yanxin Luo, Xiaoxia Liu

Subjects: Get full text

Intermittent fasting boosts antitumor immunity by restricting CD11b+Ly6Clow Ly6Glow cell viability through glucose metabolism in murine breast tumor model by Chenghao Fu, Zhehao Liang, Zemiao Niu, Ning Chen, Yuemin Li, Zhenhua Liang, Yanwei Huo, Hao Xi, Rong Wang, Yonghuan Yan, Xiaoru Gano, Mengtian Wang, Yun Huang, Yan Zhang, Mingming Gao, Pin Lü

Subjects: “…intermittent fasting…”
Get full text

Effect of Weight-Loss Diet Combined with Taurine Supplementation on Fasting Levels of Fibroblast Growth Factors19, 21, and 𝛃-klothoCo-Receptor in Obese Women: A Randomized Clinical Trial by Maryam Asadi, Fatemeh Haidari, Hossein Bavi Behbahani, Maryam J Chitsazi, Javad Mohammadi-asl, Kambiz Ahmadi-Angali

Get full text

Oral glucose tolerance testing as a complement to fasting plasma glucose in screening for type 2 diabetes: population-based cross-sectional analyses of 146 000 health examinations in Västerbotten, Sweden by Patrik Wennberg, Mattias Brunström, Anna Rosén, Julia Otten, Andreas Stomby, Simon Vallin

“…Objective To assess the effect of adding an oral glucose tolerance test (OGTT) to fasting plasma glucose (FPG) in terms of detection of type 2 diabetes (T2D) and impaired glucose tolerance (IGT).Design Retrospective analysis of serial cross-sectional screening study.Setting Population-based health examinations within primary care in Västerbotten County, Sweden.Participants Individuals aged 40- 50 and 60 years with participation from 1985 to 2017. …”
Get full text