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Big Data Analytics for Uncovering Voxel Connectivity Patterns in Attention Deficit Hyperactivity Disorder
Published 2025-07-01“…The integration of machine learning models demonstrated improved classification accuracy, with ReLU-based neural networks outperforming others in most evaluation metrics.Discussion: The study demonstrates the potential of a robust, integrated machine learning framework to analyze high-dimensional neuroimaging data and identify biologically relevant markers of ADHD. …”
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Explainable Machine Learning for Mapping Minerals From CRISM Hyperspectral Data
Published 2025-06-01Get full text
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Development of a Wireless Sensor Network and IoT-based Smart Irrigation System
Published 2022-01-01Get full text
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Digital Infrared Thermographic Imaging for Limb Salvage in Patients at Risk of Amputation: Prospective Observational Study
Published 2025-07-01“… Abstract BackgroundScores and prediction models such as the mangled extremity severity score (MESS) for trauma and the Wound, Ischemia, and foot Infection (WIfI) classification for diabetic foot ulcers help in the decision-making process for amputation. …”
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Predicting maintenance lithium response for bipolar disorder from electronic health records—a retrospective study
Published 2024-10-01“…From electronic United Kingdom primary care records, we extracted a cohort of individuals prescribed either lithium (19,106 individuals) or olanzapine (12,412) monotherapy. Machine learning models were used to predict successful monotherapy maintenance treatment, using 113 clinical and demographic variables, 8,017 (41.96%) lithium responders and 3,831 (30.87%) olanzapine responders. …”
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The Spatial–Temporal Evolution and Impact Mechanism of Cultivated Land Use in the Mountainous Areas of Southwest Hubei Province, China
Published 2024-11-01“…Indicators such as the dynamic degree of cultivated land use, the relative rate of change in cultivated land use, and a Geoscience Information Atlas model were used to explore these changes. Additionally, principal component analysis was employed to examine the mechanisms influencing these changes. …”
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Predicting Tumor Progression in Patients with Cervical Cancer Using Computer Tomography Radiomic Features
Published 2024-12-01“…This research highlights the potential of CT radiomic models in predicting post-radiotherapy tumor progression, offering a promising approach for tailoring personalized treatment decisions in cervical cancer.…”
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VTGAN based proactive VM consolidation in cloud data centers using value and trend approaches
Published 2025-06-01Get full text
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Machine learning and microfluidic integration for oocyte quality prediction
Published 2025-07-01Get full text
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