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2441
Effects of a Smartphone-Based Breastfeeding Coparenting Intervention Program on Breastfeeding-Related Outcomes in Couples During First Pregnancy: Randomized Controlled Trial
Published 2024-12-01“…Data on exclusive breastfeeding rate and exclusive breastfeeding duration were analyzed using the chi-square, Fisher exact, or Mann-Whitney U tests; coparenting relationships and the infant’s BMI were analyzed using an independent samples t test; and breastfeeding knowledge, parenting sense of competence, and depressive symptoms were analyzed using a generalized estimation equation. …”
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2442
Efficacy of a Mobile Health–Based Behavioral Treatment for Lifestyle Modification in Type 2 Diabetes Self-Management: Greenhabit Randomized Controlled Trial
Published 2025-01-01“…Data on nutrition, anthropometrics, and blood and urine samples were collected at baseline, 6 weeks, and 12 weeks. …”
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2443
Exploring the efficacy and safety of Yu-Ping-Feng powder with variation against allergic rhinitis: a randomized, double-blind, placebo-controlled trial
Published 2025-05-01“…Purpose To evaluate the efficacy and safety of YPV on AR patients with the lung and spleen Qi deficiency type using a randomized, double-blind, placebo-controlled clinical trial (RCT). …”
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2444
Migraine triggers, phases, and classification using machine learning models
Published 2025-05-01“…The precision and accuracy obtained by the support vector machine and artificial neural network are 91% compared to logistic regression (90%) and random forest (87%). These models are run with the dataset without optimal tuning across the entire dataset for different migraine types; which is further improved with selective sampling and optimal tuning. …”
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2445
A prospective single center non randomized clinical trial of autologous skin cells with platelet rich plasma for diabetic ulcer and trauma injuries patients
Published 2025-03-01“…The study enrolled total of 7 participants, 2 with traumatic wounds and 5 with diabetic ulcers, using random sampling. After obtaining informed consent, a 1 cm2 skin biopsy was harvested from a concealed area. …”
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2446
Community re-entry program on global functioning and medication adherence among bipolar affective disorder patients- A randomized controlled trial pilot study
Published 2025-07-01“…The present study was done at the in-patient department of the tertiary care academic institute, Jodhpur. Samples N = 50 (25 + 25) were selected through consecutive sampling techniques and randomly assigned to intervention and control groups. …”
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2447
Accurately Estimating Correlations Between Demographic Parameters: A Response to Riecke Et al. (2024)
Published 2025-02-01“…Deane et al. (2023) evaluated the bias and certainty of correlation parameters between recovery and survival probabilities estimated as random effects drawn from bivariate normal distributions relative to different prior distributions and sample size combinations. …”
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2448
Path Planning of Intelligent Mobile Robots with an Improved RRT Algorithm
Published 2025-03-01“…Addressing issues such as pronounced randomness, low search efficiency, inefficient utilization of effective points, suboptimal path smoothness, and potential deviations from the optimal path in the RRT algorithm based on random sampling, we proposed an optimization algorithm that integrates Kalman filtering to eliminate redundant points along the path. …”
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2449
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2450
How Representative Are Uncrewed Aircraft System Measurements of the Convective Boundary Layer?
Published 2025-03-01“…Errors are on the order of 2–6 m s−1 for wind speed, 15–60° for wind direction, 0.2–3 K for potential temperature, and 0.1–1 g kg−1 for specific humidity, with errors in turbulent fluxes on the order of 50%–100%. Sampling strategies that mitigate random errors are discussed in light of our results.…”
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2451
Non-Immersive Virtual Reality Exercise Can Increase Exercise in Older Adults Living in the Community and in Long-Term Care: A Randomized Controlled Trial
Published 2025-02-01“…Lisa Sheehy,1 Lalita Bharadwaj,2 Kelsey Annie Nissen,2 Justine L Estey2 1Bruyère Health Research Institute, Ottawa, Ontario, Canada; 2Centre for Innovation and Research in Aging, Fredericton, New Brunswick, CanadaCorrespondence: Lisa Sheehy, Bruyère Health Research Institute, 43 Bruyère St, Ottawa, ON, K1N 5C8, Canada, Tel +01 613 562 6262 ext. 1593, Email lsheehy@bruyere.orgPurpose: To assess the impact of an 8-week non-immersive virtual reality exercise program for older adults on 1) balance, physical function, community integration and quality of life; 2) falls, emergency room visits, hospital and long-term care admissions; 3) quantity of exercise performed; and 4) acceptance of non-immersive virtual reality.Patients and Methods: This prospective, assessor-blinded, randomized controlled trial was carried out on two separate samples of older adults: those living in their own homes (“home-based”) and those living in long-term care (“facility-based”). …”
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2452
Determinants and risk prediction models for frailty among community-living older adults in eastern China
Published 2025-03-01“…Predictive models were constructed using decision trees, random forests, and XGBoost algorithms, implemented in R software (version 4.4.2). …”
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2453
Layered Soil Moisture Retrieval and Agricultural Application Based on Multi-Source Remote Sensing and Vegetation Suppression Technology: A Case Study of Youyi Farm, China
Published 2025-06-01“…This study proposes a multi-modal remote sensing collaborative retrieval framework that integrates UAV-based multispectral imagery, Sentinel-1 radar data, and in situ ground sampling. By incorporating a vegetation suppression technique, a random-forest-based quantitative soil moisture model was constructed to specifically address the interference caused by dense vegetation during crop growing seasons. …”
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2455
NeuAFG: Neural Network-Based Analog Function Generator for Inference in CIM
Published 2025-01-01“…Resistive Random-Access Memory (RRAM)-based Compute-in-Memory (CIM) architectures offer promising solutions for energy-efficient deep neural network (DNN) inference. …”
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2456
Support Vector Machines and Model Selection for Control Chart Pattern Recognition
Published 2025-02-01“…The three CCPR approaches can save sample resources in the initial process monitoring, improve the weak learner’s ability to recognize non-normal data, and include normality as a special case. …”
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2457
Forecasting Ultrafine Dust Concentrations in Seoul: A Machine Learning Approach
Published 2025-02-01“…This study applied various machine learning techniques, including shrinkage methods, XGBoost, CSR, and random forest, to forecast ultrafine particulate matter (PM2.5) concentrations in Seoul, South Korea. …”
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2458
Discrimination of Customers Decision-Making in a Like/Dislike Shopping Activity Based on Genders: A Neuromarketing Study
Published 2022-01-01“…In addition, the most distinctive features for males were sample and approximate entropy, as well as the Higuchi fractal dimension that with the RF classifier produced an accuracy rate of 71.33± 14.07%. …”
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2459
Enhanced Subspace Iteration Technique for Probabilistic Modal Analysis of Statically Indeterminate Structures
Published 2024-11-01“…When the complete analysis is applied to calculate the vibration modes for each sample of the stochastic finite element model, a substantial computational expense is incurred. …”
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2460
Prediction of the strength characteristics of basalt fibre reinforced concrete using explainable machine learning models
Published 2025-08-01“…Three datasets, each with 267 samples, were used for model development. Each sample included 10 features: cement, fly ash, silica ash, coarse aggregate, fine aggregate, water, superplasticiser, fibre diameter, fibre length, and fibre content. …”
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