Innovative machine learning-based prediction of early airway hyperresponsiveness using baseline pulmonary function parameters by Hua Yang, Xingru Zhao, Zhuochang Chen, Lihong Yang, Guihua Zhao, Chenxiao Xu, Jinyi Xu

“…BackgroundThe Bronchial Provocation Test (BPT) is the gold standard for diagnosing airway hyperresponsiveness (AHR) in suspected asthma patients but is time-consuming and resource-intensive. This study explores the potential of baseline pulmonary function parameters, particularly small airway indices, in predicting AHR and develops a machine learning-based model to improve screening efficiency and reduce unnecessary BPT referrals.MethodsThis retrospective study analyzed baseline pulmonary function data and BPT results from Henan Provincial People’s Hospital (May to September 2024). …”
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Generalized Formalization Related Signs of Functioning Ergo Technical Information Electronic Systems on the Basis of Their Structural and Logical Models by A. N. Potapov

“…The possibility of implementation of the RES functions selection, allocation and reallocation of resources depend on its inherent mechanisms of control. …”
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BASSET: Bandpass-adaptive Single-pulse Search Toolkit—Optimized Subband Pulse Search Strategies for Faint Narrowband Fast Radio Bursts by J. H Cao, P. Wang, D. Li, Q. H. Pan, K. Mao, C. H. Niu, Y. K. Zhang, Q. Y. Qu, W. J. Lu, J. S. Zhang, Y. H. Zhu, Y. D. Wang, H. X. Chen, X. L. Chen, J. H. Fang, Y. Feng, H. Gao, Y. F. Huang, J. Li, C. C. Miao, C. W. Tsai, J. M. Yao, S. P. You, R. S. Zhao, Q. Z. Liu, S. M. Weng, S. H. Yew, J. Zhang, L. Zhang, E. Gügercinoğlu, D. K. Zhou, W. W. Zhu

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Unraveling the assembly mechanisms and differentiated ecological functions of protist cell-associated and free-living bacterial communities during two Prorocentrum shikokuense bloo... by Xiaoyu Wang, Xin Lin, Huatao Yuan, Hao Luo, Sitong Lin, Wenxue Wu, Ling Li

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Soil function, properties and plant diversity–biomass patterns differ between grazed and non-grazed steppe ecosystems by Jia Mi, Jia Mi, Qianju Wang, Jun Ou, Jing Shi, Haiyan Pang, Ziheng Feng, Yongfei Bai, Yongfei Bai

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Identification and functional analyses of drought stress resistance genes by transcriptomics of the Mongolian grassland plant Chloris virgata by Ganbayar Namuunaa, Baldorj Bujin, Ayumi Yamagami, Byambajav Bolortuya, Shintaro Kawabata, Hirotaka Ogawa, Asaka Kanatani, Minami Shimizu, Anzu Minami, Keiichi Mochida, Takuya Miyakawa, Bekh-Ochir Davaapurev, Tadao Asami, Javzan Batkhuu, Takeshi Nakano

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Functional screening reveals genetic dependencies and diverging cell cycle control in atypical teratoid rhabdoid tumors by Daniel J. Merk, Foteini Tsiami, Sophie Hirsch, Bianca Walter, Lara A. Haeusser, Jens D. Maile, Aaron Stahl, Mohamed A. Jarboui, Anna Lechado-Terradas, Franziska Klose, Sepideh Babaei, Jakob Admard, Nicolas Casadei, Cristiana Roggia, Michael Spohn, Jens Schittenhelm, Stephan Singer, Ulrich Schüller, Federica Piccioni, Nicole S. Persky, Manfred Claassen, Marcos Tatagiba, Philipp J. Kahle, David E. Root, Markus Templin, Ghazaleh Tabatabai

“…Results We here use a functional genomics approach to identify genetic dependencies in ATRT, validate selected hits using a functionally instructed small molecule drug library, and observe preferential activity in ATRT cells without subgroup-specific selectivity. …”
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Structural and functional properties of bacterial communities associated with rootless duckweed (Wolffia globosa) and their effect on the Wolffia growth by Yuparat Saimee, Kousuke Kuwai, Hidehiro Ishizawa, Daisuke Inoue, Arinthip Thamchaipenet, Michihiko Ike

“…Abstract Background Rootless duckweed, Wolffia globosa, is emerging as a high-protein and starch biomass resource for various applications. However, the microbiomes and functional properties associated with Wolffia across a wide range of microbial sources remain largely unexamined. …”
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Are we ready? Emergency unit capacity at selected district level hospitals in Lusaka Province, Zambia: Barriers and facilitators for improving trauma care: a mixed methods approach... by Penelope Kantu Machona, Joseph Mumba Zulu, Mpundu Makasa, Eivind Meland, Thomas Mildestvedt

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Multiepoch Observations of the Nearby Spiral Galaxy NGC 3938 with the Chandra X-Ray Observatory by Siddhi Raut, Eric M. Schlegel, Thomas G. Pannuti, Brannon W. Jones, Jacobo Matallana

“…A total of 47 discrete merged sources from both epochs were detected at the ≈3 σ level or greater with the D25 radius. …”
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Comparing the functionality of ontology design software with an emphasis on Persian language: Designing an evidence-based medical ontology prototype by Adeleh asadi

“…In the final review, 32 software were examined to select the most used and easiest software. Kogoi, Swap, Obo-Editor, Apollo and Protégé were selected as examples for the review. …”
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Metabolic Mechanism of Osteogenic Differentiation of Bone Marrow Mesenchymal Stem Cell Regulated by Magnetoelectric Microenvironment by Han Zhao, Fangyu Zhu, Yusi Guo, Xuliang Deng, Wenwen Liu

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Short-Circuit Protection Circuit With Current Slope-to-Digital Conversion Short-Circuit Detection and Adaptive Soft Turn-Off by Seungjik Lee, Jinman Myung, Geonwoo Park, Yoseph Kim, Ockgoo Lee, Ilku Nam

“…It ensures that the drain–source voltage overshoot remains below 14.5% of the drain–source voltage while achieving a consistent response delay of approximately 750 ns for short-circuit detection and a turn-off time of approximately 500 ns for soft turn-off operation.…”
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ContDataQC: An R package and Shiny app for quality control of continuous water quality sensor data by Michael J. Pennino, Jen Stamp, Erik W. Leppo, David A. Gibbs, Britta G. Bierwagen

“…ContDataQC helps users speed up and standardize the QC process, minimize undetected data errors, and make full use of their sensor data. It has three main functions: generate QC reports to detect anomalies and erroneous data values, merge QC'd data files from different time periods, and generate time series plots and basic summary statistics. …”
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Hybrid Framework To Exclude Similar and Faulty Test Cases In Regression Testing by Muhammad Asim Siddique, Wan M.N. Wan-Kadir, Johanna Ahmad, Noraini Ibrahim

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Research on the Suitability Evaluation and Enhancement Path of Grassland Ecological Product Value Transformation in China Based on the Three-Dimensional Evaluation Matrix of Ecolog... by Yaojie Wu, Pengwei Chen, Li Ma

“…In the future, resource and policy allocation could lead to regionally coordinated development.…”
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Combining Open-Source Machine Learning and Publicly Available Aerial Data (NAIP and NEON) to Achieve High-Resolution High-Accuracy Remote Sensing of Grass–Shrub–Tree Mosaics by Brynn Noble, Zak Ratajczak

“…NAIP underperformed in detecting evergreen trees (52–78% vs. 83–86% accuracy with NEON). …”
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Turning Waste into Treasure: Functionalized Biomass‐Derived Carbon Dots for Superselective Visualization and Eradication of Gram‐Positive Bacteria by Ke‐Fei Xu, Zihao Wang, Macheng Cui, Yuhan Jiang, Chengcheng Li, Zi‐Xi Wang, Ling‐Yi Li, Chenyang Jia, Lijie Zhang, Fu‐Gen Wu

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Context-dependent PSIICOS: A novel framework for functional connectivity estimation accounting for task-related power leakage by Daria Kleeva, Alexei Ossadtchi

“…The results demonstrate that CD-PSIICOS outperforms the original PSIICOS in suppressing artifacts at the lower projection ranks, maintaining robust detection of functional networks across theta and gamma frequency bands. …”
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Wearable MXene-enhanced organic Bio-FET paper patch for glucose detection in sweat with pH and temperature calibration by Milad Farahmandpour, Zoheir Kordrostami

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