Machine learning model links urban digital and green features to city methane emissions
An ensemble of LSTM and CatBoost predicts one-year-ahead city-level methane emissions, with urban ecological and environmental quality showing the strongest ...
Tag: predictive modeling
Plasma Protein Signatures Predict Rheumatoid Arthritis Years Before Symptoms Appear
A UK Biobank study of 47,537 people identified 213 plasma proteins linked to rheumatoid arthritis onset and built a deep ...
AI models fuse multi-omics data to predict immunotherapy response in cancer
A narrative review in Cancer Cell International outlines how artificial intelligence can integrate genomic, transcriptomic, imaging, and other multi-omics data ...
Explainable AI models sharpen disease prediction across four medical data studies
An editorial in Frontiers in Molecular Biosciences highlights how explainable machine learning pipelines turn metabolomics, transcriptomics and health survey data ...
Advanced Diffusion MRI Combined With Clinical Factors Shows Promise for Predicting Lymph Node Spread in Endometrial Cancer
A prospective study of 73 patients found that whole-tumor histogram features from five non-Gaussian diffusion MRI models, particularly DKI kurtosis ...
Machine Learning Model Forecasts Wheelchair Milestone in Duchenne Muscular Dystrophy
A machine learning tool combining quantitative muscle MRI fat fractions with clinical scores predicts when boys with Duchenne muscular dystrophy ...
Heritage–tourism coordination in Chinese cities is highly scale-sensitive
A nationwide analysis of 127 Chinese historical and cultural cities finds that heritage–tourism coordination is highly scale-sensitive and that predictive ...
Machine learning flags hidden anxiety in children with chronic abdominal pain
A stacking machine learning model integrating pain, school, psychosocial, and family variables identified comorbid anxiety disorder in children and adolescents ...
Machine Learning Model Cracks the Black Box of US News Mechanical Engineering Rankings
A Random Forest classifier predicts U.S. News mechanical engineering graduate program rank intervals with 0.91 test accuracy, revealing which measurable ...
Machine learning predicts self-reported anger improvement in teens
A comparative machine-learning study found that meditation, behavioral and lifestyle survey data can predict self-reported anger-management improvement in adolescents, but ...
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Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
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University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
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Bee body mass, pathogens and local climate influence heat tolerance
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Researchers record first-ever images and data of a shark experiencing a boat strike
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Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
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