Analysis of the safe operation region of grid-connected converters under time-varying operating point conditions by Weijie Xie, Fan Xiao, Yuting Zheng, Guochen Kuang, Chunming Tu, Liu Long, Qi Guo

“…Plenty of engineering operation experience indicates that the performance of grid-connected converters (GCCs) undergoes a transformation in response to alterations in operating points. …”
Get full text

Mask-UnMask Regions (MUMR) Framework for Classifying AMD Grades Using Inter-Regional Interaction Analysis by Ibrahim Abdelhalim, Namuunaa Nadmid, Mohamed Elsharkawy, Mohammed Ghazal, Ali H. Mahmoud, Ayman El-Baz

“…Additionally, we developed a simple, lightweight, yet efficient ResNet-like network for feature extraction and introduced a Region Interaction (RI) module. …”
Get full text

SYNESTHESIA IN THE NOVEL BY M. PAVIĆ: “LANDSCAPE PAINTED WITH TEA” by Nataliya L. Bilyk

“…Synesthesia, as an essential feature of artistic thinking, facilitates the performance of compensatory functions by indirectly compensating for the incompleteness of the sensuality itself in the monosensory arts. the substitute presence is able to combine smells and musical impulses in the literary material, to produce colorful music, or to sound, taste or touch visuals and the like. …”
Get full text

Lightweight LSTM and GRU Design for Data-Driven Rotor Position Error Estimation in IPMSM Drives by Yang Zhao, Chee Shen Lim, Fei Xue, Chao Long, Andrew Huey Ping Tan

“…High-performance motor drives rely on closed-loop controls that typically obtain rotor position from a physical encoder or a rotor position estimator. …”
Get full text

Spectral Estimation of Nitrogen Content in Cotton Leaves Under Coupled Nitrogen and Phosphorus Conditions by Shunyu Qiao, Wenjin Fu, Jiaqiang Wang, Xiaolong An, Fuqing Li, Weiyang Liu, Chongfa Cai

“…First derivative (FD), standard normal variate (SNV), multiplicative scatter correction (MSC), and Savitzky–Golay (SG) were applied to preprocess the spectra. Feature bands were screened using partial least squares discriminant analysis (PLS–DA), and support vector machine (SVM) and random forest (RF) models were used for accuracy validation. …”
Get full text

Enhancing photovoltaic efficiency in Half-Tandem MAPbI3/ MASnI3 Perovskite solar cells with triple core-shell plasmonic nanoparticles by Saeed Baghaee Ivriq, Mohammad Hossein Mohammadi, Rasmus Schmidt Davidsen

“…Abstract Significant progress has been made through the optimization of modelling and device architecture solar cells has proven to be a valuable and highly effective approach for gaining a deeper understanding of the underlying physical processes in solar cells. …”
Get full text

Wind load impact on tall building facades: damage observations during severe wind events and wind tunnel testing by Omar Metwally, Haitham A. Ibrahim, Amal Elawady, Amal Elawady, Ioannis Zisis, Ioannis Zisis, Arindam Gan Chowdhury, Arindam Gan Chowdhury

“…In this wind tunnel testing campaign, a series of aerodynamic testing of a tall building model under both atmospheric boundary layer and downburst winds were conducted. …”
Get full text

Contribution of Open Access Databases to Intensive Care Medicine Research: Scoping Review by Julien Kallout, Antoine Lamer, Julien Grosjean, Gaétan Kerdelhué, Guillaume Bouzillé, Thomas Clavier, Benjamin Popoff

“…Logistic regression emerged as the most commonly used statistical model for both inference and prediction questions, featuring in 396 (55.5%) and 281 (47.5%) studies, respectively. …”
Get full text

Detecting Redundant Health Survey Questions by Using Language-Agnostic Bidirectional Encoder Representations From Transformers Sentence Embedding: Algorithm Development Study by Sunghoon Kang, Hyewon Park, Ricky Taira, Hyeoneui Kim

“…ConclusionsThis study introduces the SBERT-LaBSE algorithm for calculating the semantic similarity across 2 languages, showing that it outperforms BERT-based models, the GPT-4o model, and the bag-of-words approach, highlighting its potential in improving the semantic interoperability of survey-based PGHD across language barriers.…”
Get full text

Open-radiomics: a collection of standardized datasets and a technical protocol for reproducible radiomics machine learning pipelines by Khashayar Namdar, Matthias W. Wagner, Birgit B. Ertl-Wagner, Farzad Khalvati

“…Results Unlike binWidth and image normalization, the tumor subregion and imaging sequence significantly affected performance of the models. T1 contrast-enhanced sequence and the union of Necrotic and the non-enhancing tumor core subregions resulted in the highest AUROCs (average test AUROC 0.951, 95% confidence interval of (0.949, 0.952)). …”
Get full text

A Comprehensive Framework for Out-of-Distribution Detection and Open-Set Recognition in SAR Targets by Fei Gao, Heqing Huang, Jun Wang, Jinping Sun, Amir Hussain, Huiyu Zhou

“…Existing methods struggle to establish clear decision boundaries between categories, primarily because they lack the capacity to capture the complex and diverse feature distributions inherent in SAR data. In addition, insufficient modeling of neuron activations affects the accurate discrimination between in-distribution (InD) and OOD data. …”
Get full text

Integration of genomic and pharmacokinetic data to predict clinical outcomes in HIV-associated cryptococcal meningitis by Dr Katharine Stott, Mr Jason Mohabir, Miss Kate Bowers, Assistant Professor Jennifer Tenor, Associate Professor Dena Tofaletti, Dr Jennifer Unsworth, Ms Ana Jimenez-Valverde, Mr Ajisa Ahmadu, Dr Melanie Moyo, Mrs Ebbie Gondwe, Mrs Wezi Chimang'anga, Mr Madalitso Chasweka, Dr David Lawrence, Professor Joseph Jarvis, Professor Tom Harrison, Professor William Hope, Professor David Lalloo, Professor Henry Mwandumba, Professor John Perfect, Professor Christina Cuomo

“…Phenotypic antifungal susceptibility profiling was performed. An intensive pharmacokinetic study was undertaken, and population pharmacokinetic models were constructed for fluconazole, flucytosine, amphotericin B deoxycholate and liposomal amphotericin B. …”
Get full text

Prevalence of head and face actinic keratosis among older community residents aged ≥60 years in Shanghai: a cross-sectional study by Dekun Song, Yang Li, Lunhui Chang, Lunhui Chang, Kai Liu, Yunwei Yang, Yunwei Yang, Zhenlin Li, Zhenlin Li, Ruiping Wang, Guolong Zhang

“…Data on participants’ demographic features, medical history, lifestyle, and skin conditions were collected, and a dermoscopic examination was performed on suspicious head and facial lesions to diagnose AK. …”
Get full text

POLITICAL CORRECTNESS IN POLITICAL DISCOURSE: THEORY OF IDEOLOGICAL ASPECT by Yuliia G. Karachun, Nataliia V. Davydenko

“…In general, it can be presented as a “good – evil” model of social life, which works and effectively serves the ideology of political correctness. …”
Get full text

Elevated butyric acid and histamine in feces and serum as an indicator of onset of necrotic enteritis in broiler chickens by Hemlata Gautam, Shaik Noor Ahmad, Babajan Banaganapalli, Shelly Popowich, Betty Chow-Lockerbie, Lisanework E. Ayalew, Rupasri Mandal, David S. Wishart, Suresh Tikoo, Susantha Gomis

“…Therefore, the current study aimed to identify the metabolites and metabolic pathways changes associated with the onset of NE in serum and feces of CP-infected broiler chickens.MethodologyThe protein content of the feed was abruptly altered from 20% to 28% using a well-established NE model before challenging the birds with CP. Then, we performed a targeted, fully quantitative liquid chromatography-tandem mass spectrometry (LC-MS/MS) -based assay for analyzing the metabolomics profile of serum, feces, and jejunal contents in NE birds. …”
Get full text

An artificial intelligence-aided scoping review of medicinal plant research in the Fertile Crescent by Rawan Nihad Al-Sammarraie, Hadi Al Mubasher, Mariette Awad, Sally Naalbandian, Nadine Darwiche, Rami Zurayk, Maya Romani, Salma N. Talhouk

“…The Generative Pretrained Transformer 4 (GPT-4) Turbo, a large language model, was used to extract the key features and the results were validated by the researchers. …”
Get full text

Association Between Platelet and Cerebral Small Vessel Disease: A Secondary Analysis Based on a Retrospective Cross‐Sectional Study in Korean Adults by Shujuan Huang, Hanbo Chen, Linbo Cai, Zhaoxi Liu, Zhanbo Yu, Yuqin Dan, Danghan Xu, Yunxuan Huang

“…A multivariable logistic regression model was constructed to assess the association between platelet count and MS‐cWMH, incrementally adjusting for demographic characteristics, cardiovascular risk factors, and imaging features. …”
Get full text

Study on the Anti-demyelination Mechanism of Bu-Shen-Yi-Sui Capsule in the Central Nervous System Based on Network Pharmacology and Experimental Verification by Zheng Zha, Yi-Jiang Liu, Si-Si Liu, Nan Zhang, Jun-Ling Li, Fang Qi, Liang-Yun Jin, Bing Xue, Tao Yang, Yong-Ping Fan, Hui Zhao, Lei Wang

“…Gene Ontology (GO) function and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses were performed to predict the mechanisms of BSYS. Furthermore, the neuroprotective effects of BSYS were evaluated using a cell model of hydrogen peroxide- (H2O2-) induced cell death in OLN-93 cells. …”
Get full text

3D Reconstruction and Measurement Analysis of a Dense Point Cloud Fused with a Depth Image by Yujing Qiao, Ning Lv, Siyuan Zhang

“…Combined with the principle of view angle selection of stereo images, surface point cloud density reconstruction is performed. Then, the depth value is optimized by the region growing method, and the optimization model is established. …”
Get full text

Toward automatic and reliable evaluation of human gastric motility using magnetically controlled capsule endoscope and deep learning by Xueshen Li, Yu Gan, David Duan, Xiao Yang

“…Also, we evaluate the performance of the periodical feature detector using the error rate. …”
Get full text