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58 resultados encontrados.

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Evaluation of Support Vector Machine and Random Forest Models for EMG-Based Knee Motion Phase Classification
Artículo
Material complementario disponible Artículo DOAJ
Ing Teck Phang et al · IEEE · 2026 · ISSN 2169-3536
Knee-related conditions, such as anterior cruciate ligament injuries and meniscal ruptures, significantly affect mobility and quality of life. Although range-of-motion exercises are important for rehabilitation, interpre...
LCC LCC:Electrical engineering. Electronics. Nuclear engineeringIdioma eng
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Machine learning-based analysis of prognostic factors in patients with tuberculous meningitis
Artículo
Acceso abierto Artículo DOAJ
Haiyan Li et al · BMC · 2026 · ISSN 1471-2334
Abstract Objective Machine learning-based approaches were applied to explore prognostic risk factors for patients with tuberculous meningitis (TBM) and develop a risk prediction model for their 1-year post-treatment poor...
LCC TENDOkluZmVjdGlvdXMgYW5kIHBhcmFzaXRpYyBkaXNlYXNlcw~~Idioma eng
Acceso abiertoRuta libre sin proxy. Acceso recomendado cuando no hay suscripción activa.
Open Access
Machine learning algorithms for identifying tuberculous pericardial effusion: insights from a retrospective study in Vietnam
Artículo
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Hai Phuong Nguyen Tran et al · BMC · 2026 · ISSN 1472-6947
Abstract Background Tuberculous pericardial effusion (TPE) presents significant diagnostic challenges due to its nonspecific clinical presentation and similarities with other types of pericardial effusion. The available ...
LCC TENDOkNvbXB1dGVyIGFwcGxpY2F0aW9ucyB0byBtZWRpY2luZS4gTWVkaWNhbCBpbmZvcm1hdGljcw~~Idioma eng
Acceso abiertoRuta libre sin proxy. Acceso recomendado cuando no hay suscripción activa.
Open Access
Machine learning-based identification of inflammatory biomarkers for predicting pulmonary consolidation in children with Chlamydia pneumoniae infection
Artículo
Acceso abierto Artículo DOAJ
Qianqian Dai et al · Frontiers Media S.A · 2026 · ISSN 2296-2360
ObjectiveThis study aimed to identify core inflammatory biomarkers through machine learning approaches and develop an accessible online risk calculator to predict pulmonary consolidation in children with Chlamydia pneumo...
LCC TENDOlBlZGlhdHJpY3M~Idioma eng
Acceso abiertoRuta libre sin proxy. Acceso recomendado cuando no hay suscripción activa.
Open Access
Machine learning–based prioritization of sub-watersheds for soil erosion management: A case study of the Bardha watershed
Artículo
Material complementario disponible Artículo DOAJ
Padala Raja Shekar et al · Elsevier · 2026 · ISSN 2665-9727
Soil erosion is a major environmental concern that affects land productivity and water quality. Although soil erosion is a serious global environmental challenge, understanding its potential influence in the Bardha Water...
LCC TENDOkVudmlyb25tZW50YWwgc2NpZW5jZXM~Idioma eng
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Machine Learning-Based Detection of Parkinson’s Disease From Arabic Speech: A Cross-Linguistic Validation Study
Artículo
Acceso abierto Artículo DOAJ
Ahmad B. Hassanat et al · SAGE Publishing · 2026 · ISSN 1179-5735
Early detection of Parkinson’s disease (PD) through speech analysis offers significant clinical advantages, yet no validated tools exist for Arabic-speaking populations, representing a critical gap in global healthcare...
LCC LCC:Neurology. Diseases of the nervous systemIdioma eng
Acceso abiertoRuta libre sin proxy. Acceso recomendado cuando no hay suscripción activa.
Open Access
Hybrid Sentiment Analysis Model for Customer Feedback Interpretation Using Lexicon, Machine Learning and Deep Learning Techniques
Artículo
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Jou Jia Yi et al · MMU Press · 2026 · ISSN 2821-370X
Customer feedback is pivotal in enhancing service quality and user satisfaction across digital platforms. However, traditional sentiment analysis methods often struggle with informal languages, contextual nuances, and as...
LCC LCC:Electronic computers. Computer science; TENDOkluZm9ybWF0aW9uIHRlY2hub2xvZ3k~Idioma eng
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Open Access
Data‐Driven Machine Learning–Based Forecasting of Dengue in Bangladesh: Supporting Digital Health Approaches for Early Warning
Artículo
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Arman Hossain Chowdhury · Wiley · 2026 · ISSN 2398-8835
ABSTRACT Background & Aims Dengue is a significant vector‐borne disease that has severely impacted public health in Bangladesh, underscoring the growing importance of digital health in enhancing surveillance and preven...
LCC LCC:MedicineIdioma eng
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A new good point set stepwise shrinkage optimization in machine learning model for fog node performance prediction
Artículo
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Zhang Bo et al · Nature Portfolio · 2026 · ISSN 2045-2322
Abstract Advances in AI have transformed the traditional Internet of Things (IoT) into smarter, more versatile next-generation devices. Enhanced connectivity among sensors, actuators, and appliances boosts data availabil...
LCC LCC:Medicine; TENDOlNjaWVuY2U~Idioma eng
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Amyloid-beta statuses prediction with free water MR imaging features in Alzheimer’s disease using machine learning models
Artículo
Material complementario disponible Artículo DOAJ
Rongshen Zhou et al · BMC · 2026 · ISSN 1471-2342
Abstract Purpose This study aimed to identify the effectiveness of free water MRI (FW-MRI) features for predicting amyloid-beta (Aβ) statuses in Alzheimer’s disease (AD) by constructing diagnostic models using machine...
LCC TENDOk1lZGljYWwgdGVjaG5vbG9neQ~~Idioma eng
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An explainable ensemble machine learning framework for predicting cartilage biomechanical degradation from transcriptomic profiles: toward smart orthopedic device design
Artículo
Material complementario disponible Artículo DOAJ
Yelda Fırat · Frontiers Media S.A · 2026 · ISSN 2296-4185
IntroductionOsteoarthritis (OA) is a common joint disease characterized by progressive biomechanical deterioration of cartilage tissue. This study aims to develop an explainable ensemble machine learning model capable of...
LCC TENDOkJpb3RlY2hub2xvZ3k~Idioma eng
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Assessment of disability in the older adults using electronic health record–based data: a machine learning approach
Artículo
Material complementario disponible Artículo DOAJ
Guangpeng Chen et al · Frontiers Media S.A · 2026 · ISSN 2296-2565
BackgroundGlobal population aging is accelerating, and China faces a significant challenge with “aging before affluent.” The disabled older adults population in China is projected to reach 58 million by 2050. Early i...
LCC LCC:Public aspects of medicineIdioma eng
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Development and validation of an explainable machine learning model for predicting interstitial fibrosis and tubular atrophy in biopsy-confirmed diabetic nephropathy
Artículo
Material complementario disponible Artículo DOAJ
Huifang Wang et al · Frontiers Media S.A · 2026 · ISSN 1664-2392
BackgroundInterstitial fibrosis and tubular atrophy (IFTA) are key pathological features of chronic kidney damage and progression in diabetic nephropathy (DN). Early identification of patients at higher risk of IFTA may ...
LCC LCC:Diseases of the endocrine glands. Clinical endocrinologyIdioma eng
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Examining the temporal and spatial change of current land cover types in Demre District using machine learning
Artículo
Acceso abierto Artículo DOAJ
Sibel Akten et al · Università di Napoli Federico II · 2026 · ISSN 1970-9889
The study, conducted to analyze the temporal and spatial changes in current land use types in Demre district of Antalya Province and to establish a foundation for future land management studies, was supported by multispe...
LCC LCC:Transportation engineering; TENDOlVyYmFuaXphdGlvbi4gQ2l0eSBhbmQgY291bnRyeQ~~Idioma eng
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Open Access
Interpretable machine learning models based on CT radiomics for predicting chemoradiotherapy response in rectal cancer
Artículo
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Jianfeng Li et al · BMC · 2026 · ISSN 1471-2342
Abstract Background Accurate prediction of response to neoadjuvant chemoradiotherapy (nCRT) in patients with locally advanced rectal cancer (LARC) is essential for optimizing treatment decisions. This study aimed to deve...
LCC TENDOk1lZGljYWwgdGVjaG5vbG9neQ~~Idioma eng
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Potential Improvement of Forest Growth and Yield Modeling Incorporating Remote Sensing and Machine Learning
Artículo
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Joao Victor do Nascimento Lima et al · IEEE · 2026 · ISSN 2169-3536
Forest growth and yield projection is essential for sustainable forest management planning. In Brazil, the Clutter model is widely applied for yield forecasting and commonly achieves prediction errors below 10%. However,...
LCC LCC:Electrical engineering. Electronics. Nuclear engineeringIdioma eng
Acceso abiertoRuta libre sin proxy. Acceso recomendado cuando no hay suscripción activa.
Open Access
Respiratory microbiota maturation enables machine learning based age prediction in chickens
Artículo
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Alejandro Moreno-León et al · BMC · 2026 · ISSN 1471-2180
Abstract Background Understanding how the respiratory microbiota matures with age is key to improving poultry health and pathogen surveillance, yet the ecological processes shaping this transition remain elusive. We aime...
LCC TENDOk1pY3JvYmlvbG9neQ~~Idioma eng
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Spatial model of breast cancer susceptibility using machine learning in Surabaya, Indonesia
Artículo
Acceso abierto Artículo DOAJ
La Saudi et al · Elsevier · 2026 · ISSN 1195-1036
Surabaya City is one of the urban areas in Indonesia with a high incidence of breast cancer. Multiple factors, including genetic predisposition, lifestyle patterns, and environmental exposures, influence this condition. ...
LCC TENDOkdlb2Rlc3k~; TENDOkdlb2dyYXBoeSAoR2VuZXJhbCk~Idioma eng
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Open Access
Analyzing urban sprawl in response to land use land cover change dynamics in Areka town and surrounding area: Wolaita Zone, Ethiopia
Artículo
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Selemon Thomas Fakana et al · Elsevier · 2026 · ISSN 2665-9727
Urban sprawl, the uncoordinated and spatially dispersed expansion of urban areas into surrounding rural lands, poses significant challenges to sustainable development, resulting in the loss of agricultural and forest lan...
LCC TENDOkVudmlyb25tZW50YWwgc2NpZW5jZXM~Idioma eng
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Open Access
Integrating Sentinel-1 SAR and Sentinel-2 multispectral data for tree species classification and mapping in smallholder planted forests of Tanzania
Artículo
Acceso abierto Artículo DOAJ
Ernest William Mauya et al · Springer Nature · 2026 · ISSN 3059-2666
Abstract The rising demand for timber, alongside declining natural forests, has driven rapid growth of plantation forestry, especially smallholder woodlots in sub-Saharan Africa. Despite their increasing importance for l...
LCC LCC:Forestry; TENDOkVudmlyb25tZW50YWwgc2NpZW5jZXM~Idioma eng
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Open Access
Comparative evaluation of machine Learning-based QSPR techniques for predicting polymer glass transition temperature
Artículo
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Kamrun N. Keya et al · Springer · 2026 · ISSN 2730-7727
Abstract The glass transition temperature ( $$\:{T}_{g}$$ ) is a pivotal parameter for amorphous polymers, influencing their behavior under different thermal properties. Assessing $$\:{T}_{g}$$ is crucial for evaluating ...
LCC LCC:Materials of engineering and construction. Mechanics of materialsIdioma eng
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Open Access
Interpretable machine learning for predicting electric spark sensitivity of energetic compounds via molecular and instrument descriptors
Artículo
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Liu Liu et al · KeAi Communications Co. Ltd · 2026 · ISSN 2666-6472
Accidental ignition of energetic compounds by electrostatic discharge poses significant safety risks, highlighting the need for precise prediction of electric spark sensitivity. Here we develop a novel interpretable mach...
LCC TENDOkNoZW1pY2FsIHRlY2hub2xvZ3k~Idioma eng
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Prediction of flexural and split tensile strength of waste glass-concrete composite using machine learning algorithms
Artículo
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Derrick Mirindi et al · KeAi Communications Co., Ltd · 2026 · ISSN 2949-7361
Waste material, including glass, presents significant environmental challenges due to its non-biodegradable nature and low global recycling rates. Incorporating waste glass into concrete offers a sustainable solution, bu...
LCC TENDOkVudmlyb25tZW50YWwgZW5naW5lZXJpbmc~; TENDOkVudmlyb25tZW50YWwgc2NpZW5jZXM~Idioma eng
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Open Access
Geospatial analysis of land use and land cover change and environmental impacts in Uttarakhand, India: A review
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Mohammad Aves et al · Elsevier · 2026 · ISSN 2665-9727
Uttarakhand, Himalaya's a state, is having serious environmental problems that are mainly due to urbanization, infrastructure development, and climate change. The systematic review gathers together geospatial studies in ...
LCC TENDOkVudmlyb25tZW50YWwgc2NpZW5jZXM~Idioma eng
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