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SDDGRNets: Level–Level Semantically Decomposed Dynamic Graph Reasoning Network for Remote Sensing Semantic Change Detection
Published 2025-07-01“…Semantic change detection technology based on remote sensing data holds significant importance for urban and rural planning decisions and the monitoring of ground objects. …”
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622
Innovative machine learning-based prediction of early airway hyperresponsiveness using baseline pulmonary function parameters
Published 2025-08-01“…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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Functional screening reveals genetic dependencies and diverging cell cycle control in atypical teratoid rhabdoid tumors
Published 2024-12-01“…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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627
Structural and functional properties of bacterial communities associated with rootless duckweed (Wolffia globosa) and their effect on the Wolffia growth
Published 2025-08-01“…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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Cardiosphere-derived cells improve function in the infarcted rat heart for at least 16 weeks--an MRI study.
Published 2011-01-01“…<h4>Aims</h4>Endogenous cardiac progenitor cells, expanded from explants via cardiosphere formation, present a promising cell source to prevent heart failure following myocardial infarction. …”
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630
Digitoflavone Ameliorates Acute Lung Injury via Disturbing the Formation of Functional Stimulator of Interferon Genes Signalosome
Published 2025-04-01“…Materials and Methods: The activation of the cGAS-STING pathway was modeled in bone marrow-derived macrophages (BMDMs) and human leukemia monocytic cell line (THP-1) cells in vivo, and the expression of type I IFN-related genes and pro-inflammatory cytokines was detected after DG pretreatment. Next, we examined the effect of DG on STING downstream signaling events, such as STING oligomerization and functional STING signalosome formation. …”
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APPLICATION OF THE SPECTROMETRIC METHOD FOR CALCULATING THE DOSE RATE FOR CREATING CALIBRATION HIGHLY SENSITIVE INSTRUMENTS BASED ON SCINTILLATION DETECTION UNITS
Published 2017-09-01“…The results of the calculation function G(E) for the detection unit on the basis of NaI(Tl) detector (Ø40 mm, h = 40 mm) to use it as a comparator for kerma rate in the air certification of low intenseе photon radiation fields.…”
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Generalized Formalization Related Signs of Functioning Ergo Technical Information Electronic Systems on the Basis of Their Structural and Logical Models
Published 2016-08-01“…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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Context-dependent PSIICOS: A novel framework for functional connectivity estimation accounting for task-related power leakage
Published 2025-08-01“…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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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
Published 2025-06-01“…NAIP underperformed in detecting evergreen trees (52–78% vs. 83–86% accuracy with NEON). …”
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