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Voxel-based MRI intensitometry reveals extent of cerebral white matter pathology in amyotrophic lateral sclerosis.
Published 2014-01-01“…VBI results correlated with disease severity (ALSFRS-R) and patterns of cerebral involvement differed between bulbar- and limb-onset. …”
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1562
Opportunities and Challenges of Brain-on-a-Chip Interfaces
Published 2025-01-01“…Furthermore, the evolution of BoCI systems depends on a range of stimulation strategies and novel decoding algorithms, including artificial-intelligence-driven methods, which has expanded BoCI applications to pattern recognition and robotic control. …”
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1563
MetS: an interactive application to identify metabolites in liquid chromatography-mass spectrometry experiments with data independent acquisition
Published 2025-05-01“…The application supports filtering, correlation analysis, and similarity scoring algorithms to match DIA data to user-provided metabolite mass-to-charge ratios and fragmentation patterns. …”
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1564
High-Speed 3D Vision Based on Structured Light Methods
Published 2025-04-01“…In order to accelerate 3D vision and control the dynamic targets in real time, high-speed vision devices and high-speed image processing algorithms are essential. In this review, we revisit the basic strategy, triangulation as a suitable measurement principle for high-speed 3D vision, and introduce state-of-the-art 3D measurement methods based on high-speed vision devices and high-speed image processing utilizing structured light patterns. …”
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1565
Circadian rhythm disruption by PARP inhibitors correlates with treatment toxicity in patients with ovarian cancer and is a predictor of side effectsResearch in context
Published 2025-07-01“…In a subset of these patients, we performed differential gene expression and rhythmicity analysis on up to 800 genes, including clock and clock-controlled genes. Machine learning algorithms and mathematical modelling were employed to simulate patient-specific toxicity profiles and to explore correlations between gene expression patterns and treatment-related side effects. …”
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1566
A Hardware Architecture of a Dynamic Ranking Packet Scheduler for Programmable Network Devices
Published 2023-01-01“…The introduction of Software-Defined Networking (SDN) separated the control and data forwarding planes, but the data plane still requires a fully programmable packet scheduler that can adapt to different traffic patterns and offer high expressiveness at line rate. …”
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1567
Geospatial brain-inspired navigation: a neurocognitive approach for autonomous systems in complex environments
Published 2025-08-01“…In particular, we discuss opportunities and challenges associated with three critical aspects: (1) expanding the understanding of cognitive mechanisms from isolated regional functions to integrated functional connectivity and large-scale brain networks, (2) refining neurocognitive experiments to provide ecologically valid evidence in complex and dynamic contexts and (3) developing efficient approaches to computationally mimic and implement spatial cognition mechanisms of human brain in navigation algorithms. Addressing these difficulties would not only enable machines to navigate autonomously and effectively in complex real-world and extreme environments (e.g. space and the deep sea) but also pave the way for the development of future intelligent systems (e.g. …”
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1568
Overcoming therapeutic resistance in driver-negative NSCLC: Immunomodulatory mechanisms and clinical efficacy of Camrelizumab-chemotherapy combination in a real-world cohort
Published 2025-06-01“…Progression-free survival (PFS) was the primary endpoint, with objective response rate (ORR), resistance patterns, and treatment-related adverse events as secondary outcomes. …”
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1569
Potential applications of gene expression profiles obtained from circulating extracellular vesicles in breast cancer
Published 2025-03-01“…EVs from metastatic samples had higher variability in gene expression patterns whereas those from non-metastatic samples showed a better correlation. …”
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1570
Predicting climate-driven shift of the East Mediterranean endemic Cynara cornigera Lindl
Published 2025-02-01“…Our analysis involved inclusion of bioclimatic variables, in the SDM modeling process that incorporated five algorithms: generalized linear model (GLM), Random Forest (RF), Boosted Regression Trees (BRT), Support Vector Machines (SVM), and Generalized Additive Model (GAM).Results and discussionThe ensemble model obtained high accuracy and performance model outcomes with a mean AUC of 0.95 and TSS of 0.85 for the overall model. …”
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1571
Aerosols in the Mixed Layer and Mid-Troposphere from Long-Term Data of the Italian Automated Lidar-Ceilometer Network (ALICENET) and Comparison with the ERA5 and CAMS Models
Published 2025-01-01“…We also integrated ALC observations with relevant, state-of-the-art model reanalysis datasets (ERA5 and CAMS) to support our understanding of the aerosol patterns, related sources, and transport dynamics. …”
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1572
Neutrino interaction vertex reconstruction in DUNE with Pandora deep learning
Published 2025-06-01“…The machine learning solution is seamlessly integrated into a chain of pattern-recognition algorithms. …”
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