42 results found

Rongkun Gao, Yuqi Song, Hyung Jong Na, Hyungjoon Kim

Forecasting the consumer price index (CPI) is essential for inflation monitoring and policy design, yet existing studies often rely on limited economic variables and single-country settings. This stud...

Scientific Reports 2026-04-21 rs-9239246
Consumer Price Index (CPI) Forecasting Applied Hybrid Deep Learning Machine Learning and Sequential Models Multidimensional Determinants Predictive Analytics

Jian Yang, Xin Yang, Lin Wang, Quanzhi Wei, Jingyi Jiao, Jincheng Fang, Ju Wang, Pengxiao Yang, Fan Li

Background In the post-antiretroviral therapy (ART) era, HIV care has shifted towards maximizing multidimensional Health-Related Quality of Life (HRQoL), yet a "clinical-social disconnect" persists am...

International Journal for Equity in Health 2026-04-21 rs-9339364
HIV/AIDS Health Insurance Mental Well-being Social Determinants of Health Structural Equation Modeling Machine Learning

Jiayi Zhao, Yao Tong, Yunchao Huang, Chao Zhang, Hongjiang Zhang, Zhenghong Yang, Fang Li, Yang Luo, Dinglin Zhang

Background The incidence and mortality rates of lung cancer (LC) are extremely high and continue to rise. Early diagnosis combined with timely intervention can effectively reduce mortality in LC patie...

European Journal of Medical Research 2026-04-21 rs-9145489
Lung cancer machine learning stacking ensemble models hematological indicators.

Maurice Wanyonyi, Dominic Kitavi, Faith Mueni, Zakayo Ndiku

Stroke remains a major global health burden and is a frequent and severe complication among patients with coronary heart disease (CHD). Early identification of individuals at high risk is essential fo...

Scientific Reports 2026-04-21 rs-8864270
Stroke risk prediction Coronary heart disease Machine learning Explainable artificial intelligence

Francis Padi, Solomon Nunoo, John Kodjo Annan

The exponential growth in mobile data traffic necessitates revolutionary approaches in optical backhaul technology. This paper introduces a transformative 400G Dual-Polarisation QPSK optical backhaul ...

Discover Electronics 2026-04-21 rs-9311295
Coherent Optical Communications DP-QPSK Backhaul Systems Machine Learning-DSP Integration Nonlinear Compensation Quantum-Limited Performance

Ayşe SAY, Atalay DOĞRU, Münteha ÇAKMAKCI SÖZEN, Mustafa KAYAN, Zübeyde UĞURLU, Fatma GÜR HATİP, Zekai Emre SEVGİLİOĞLU, Sefa TÜRKOĞLU

Background/purpose : Interstitial lung disease (ILD) is an important factor determining the course of systemic sclerosis (SSc). Quantitative high-resolution computed tomography (HRCT) radiomics can ai...

Research Square 2026-04-20 rs-9332639
Radiomics Machine learning Scleroderma Systemic Lung Diseases Interstitial Tomography X-Ray Computed Logistic Models

Qingkai Wang, Hao Qiu, Liran Shen, Jinxing Dai, Fachen Miao, Qianjin Shi, Yunbiao Zhang, Kang Shen, Weibing Qiu

Objective IgA vasculitis nephritis (IgAVN) plays a decisive role in the long-term prognosis of pediatric IgA vasculitis (IgAV), yet the temporal lag of routine urinalysis frequently hinders early and ...

Research Square 2026-04-20 rs-9261325
IgA vasculitis IgA vasculitis nephritis Machine learning Risk strat-ification

Vasiliki Kinigopoulou, Christos Mattas, Ioannis Vrouhakis, Evangelos Hatzigiannakis

This study investigates the hydrochemical characteristics and controlling factors of water quality along the Axios River (Northern Greece) using a combination of statistical methods and artificial neu...

Environmental Monitoring and Assessment 2026-04-20 rs-9232782
Hydrochemistry Water quality modelling Electrical conductivity Artificial neural networks Multivariate statistical analysis Feature selection Machine learning River systems

Ludmilla Ferreira Justino, David Henriques Matta, Marcos Vinício Cesario dos Santos, Luís Fernando Stone, Daniel Castro, Santiago Vianna, Alexandre Bryan Heinemann

The El Niño-Southern Oscillation (ENSO) is a major driver of climate and agricultural productivity variability, as those events modulate significant fraction of rainfall and air temperature interannua...

Theoretical and Applied Climatology 2026-04-20 rs-9314260
Random Forest Climate variability Predictive modeling Functional data analysis

Byeongsoo

Background. Flux balance analysis (FBA) is widely used to simulate gene essentiality in genome-scale metabolic models (GEMs), and several studies have proposed using FBA-based combination simulations ...

Research Square 2026-04-20 rs-9398278
flux balance analysis antibiotic synergy linear programming machine learning genome-scale metabolic model drug combination ESKAPE Bliss independence
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