Random Forest Model Demonstrates High Accuracy for Cervical Cancer Risk Stratification
Researchers developed a Random Forest machine learning model using 11 clinical, molecular, and cytological predictors to stratify individual cervical cancer ...
Tag: model
New Model Links Schizophrenia to Metabolic and Interoceptive Disruption
Researchers from Hungary have proposed a new theoretical framework that redefines schizophrenia-spectrum disorders as a multisystem disturbance of predictive brain-body ...
Semi-Supervised Diffusion Model Accurately Segments Vascular Plaques on CT Scans
A semi-supervised diffusion model accurately segments vascular plaques across multiple arteries on non-contrast CT scans using only fourteen labeled training ...
Open-Source Agent-Based Model Simulates Marine Ecosystem Dynamics and Fisheries Removals
Researchers have introduced SwimmingIndividuals, an open-source agent-based model that simulates marine ecosystem dynamics and fisheries management using a hybrid CPU-GPU ...
Study Models Seismic Performance of Masonry Arch Bridge
Researchers analyzed the seismic behavior of the Kireçli Bridge to identify optimal load patterns and damping models for performance assessment.
Tree Shrew Emerges as a Primate-Adjacent Model for Translational Aging Research
A comprehensive multi-tissue study demonstrates that the tree shrew replicates human cellular senescence, frailty, and transcriptomic aging while responding robustly ...
Undersea Cable Threat Detection Model Fuses Acoustic Sensors and Trajectory Data
Researchers have developed an adaptive spatio-temporal graph attention network that couples ship trajectory tracking with seabed acoustic sensing to reliably ...
DNAH14 Gene Loss Drives Ependymal Cilia Dysfunction and Hydrocephalus in Mice
A study in mice demonstrates that DNAH14 knockout impairs ependymal ciliary motility, leading to chronic hydrocephalus, behavioral deficits, and hippocampal ...
Poisson Mixed Model Tool Accelerates Single-Cell Expression Quantitative Trait Locus Discovery
Researchers have developed SAIGE-QTL, an efficient Poisson mixed-model framework that directly analyzes single-cell read counts to substantially expand expression quantitative ...
Rat Study Reveals How Dietary Protein and Estrogen Govern Liver Energy Partition
A thirty-day feeding study in rats reveals that dietary protein catabolism supplies crucial Krebs cycle intermediates that, alongside 17β-estradiol, promote ...
Prognostic COPD Model Validation Reveals Calibration Drift Across Diverse Clinical Settings
A validation of a five-year chronic obstructive pulmonary disease prognostic model reveals stable discrimination but substantial baseline risk shifts across ...
Theoretical Model Proposes Extracellular Matrix Restrains Spinal Pain Signaling
A theoretical review proposes that spinal perineuronal nets serve as an active molecular brake regulating postsynaptic inhibitory signaling in chronic ...
Lightweight Edge Computing Model Dynamically Segments Citrus Flowers and Developing Fruitlets
Agricultural engineering researchers have developed a lightweight deep learning model capable of segmenting citrus flowers and young fruitlets in real ...
Stealth Spread-Spectrum Watermarks Shield Neural Networks From Model Theft
In response to these persistent vulnerabilities, a research team led by Dorjan Hitaj, Fabio De Gaspari, Flavio Corsetti, Giulio Pagnotta, ...
Realistic 3D-Printed Lung Model Evaluates Pulmonary Embolism Across Imaging Modalities
Researchers developed a realistic, watertight 3D-printed lung phantom to evaluate pulmonary embolism across multiple clinical imaging modalities.
Knowledge Graph Framework Secures Large Language Models in Smart Grids
A knowledge-grounded security assessment framework improves risk quantification and cross-domain access verification for large language models in smart-grid operations.
AI Model Designed to Predict Antiretroviral Resistance in HIV Patients in Cameroon
Researchers in Cameroon built and tested a machine learning model that predicts antiretroviral resistance from routine clinical data, with XGBoost ...
Perceived stress partly links job strain to fatigue in operating room nurses
Operating room nurses in China report a moderate but persistent burden of occupational fatigue, and a new multi-center cross-sectional study ...
AI model reads children’s EEG patterns to gauge encephalitis severity
A new deep learning model can classify the severity of viral encephalitis in children from electroencephalogram recordings with an accuracy ...
Hybrid model detects suicidal ideation in Spanish social media posts
A hybrid BERT, BiLSTM and BiTCN model classified suicidal ideation in Spanish social media posts with F1-scores of 93.51% and ...
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