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36 resultados encontrados.

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Accelerated Hadamard-Based Wavefront Shaping for Deep-Focusing in Scattering Media via Speckle Variance
Artículo
Acceso abierto Artículo DOAJ
Bingxin Tian et al · IEEE · 2026 · ISSN 1943-0655
Due to the light-scattering effect of inhomogeneous media, achieving non-invasive focusing within scattering media remains a challenge. Existing techniques suffer from poor noise resistance, slow optimization processes, ...
LCC TENDOkFwcGxpZWQgb3B0aWNzLiBQaG90b25pY3M~; TENDOk9wdGljcy4gTGlnaHQ~Idioma eng
Acceso abiertoRuta libre sin proxy. Acceso recomendado cuando no hay suscripción activa.
Open Access
Associations of air pollution and depression risk in older adults: an ML + SHAP + SEM framework
Artículo
Acceso abierto Artículo DOAJ
Shengxian Bi et al · BMC · 2026 · ISSN 1471-2458
Abstract Background Depression risk in older adults is a complex mental health issue influenced by multiple factors, including individual vulnerability and environmental exposure. Although many methods have been used to ...
LCC LCC:Public aspects of medicineIdioma eng
Acceso abiertoRuta libre sin proxy. Acceso recomendado cuando no hay suscripción activa.
Open Access
Influence of the chip particle shape of deep-sea seafloor massive sulfide on collection characteristics
Artículo
Acceso abierto Artículo DOAJ
Bei Zhang et al · Elsevier · 2026 · ISSN 2468-0133
Investigations into the collection of seafloor massive sulfides have had a relatively late start, with few related achievements. Moreover, most existing studies have focused on the collection of spherical particles. Ther...
LCC LCC:Ocean engineeringIdioma eng
Acceso abiertoRuta libre sin proxy. Acceso recomendado cuando no hay suscripción activa.
Open Access
Prediction of hypertensive disorders of pregnancy in advanced-age pregnant women using SHAP value and XGBoost
Artículo
Material complementario disponible Artículo DOAJ
Jue Wang et al · Nature Portfolio · 2026 · ISSN 2045-2322
Aim: To develop a cost-effective, predictive model for hypertensive disorders of pregnancy (HDP) in advanced-aged pregnant women based on demographic and lifestyle factors. Methods: A large prospective, population-based,...
LCC LCC:Medicine; TENDOlNjaWVuY2U~Idioma eng
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An Application of The Thermodynamic Approach to Explain the Shape Selection During Light-Induced Growth of Silver Nanoparticles
Artículo
Acceso abierto Artículo DOAJ
Alina Korop et al · Vasyl Stefanyk Carpathian National University · 2026 · ISSN 1729-4428
Synthesis of silver nanoparticles of different shapes and sizes by the chemical reduction of Ag+ may be strongly influenced by the light irradiation. A key question is understanding the mechanism underlying the transform...
LCC TENDOlBoeXNpY3M~Idioma eng
Acceso abiertoRuta libre sin proxy. Acceso recomendado cuando no hay suscripción activa.
Open Access
HEADLINES AS A TOOL FOR SHAPING NARRATIVES: UKRAINE ON THE PAGES OF THE NEW YORK TIMES (DURING THE PRESIDENCY OF D. TRUMP)
Artículo
Acceso abierto Artículo DOAJ
Maksym Shyshkin · Sumy State University · 2026 · ISSN 2077-804X
The article investigates the role of headlines as autonomous meaning-making units in shaping media narratives about Ukraine in the American press, using The New York Times during Donald Trump’s presidency as a case stu...
LCC TENDOlBoaWxvbG9neS4gTGluZ3Vpc3RpY3M~Idioma deu
Acceso abiertoRuta libre sin proxy. Acceso recomendado cuando no hay suscripción activa.
Open Access
HOW SOCIODRAMA-BASED HEROISM LEARNING SHAPES PRIMARY SCHOOL STUDENTS' NATIONAL CHARACTER: A QUALITATIVE STUDY
Artículo
Acceso abierto Artículo DOAJ
Aldy Ferdiyansyah et al · LPPM Universitas Labuhanbatu · 2026 · ISSN 2303-355X
Purpose –This study aims to describe how sociodrama-based heroism learning shapes the character of friendship in elementary school students through contextual, participatory, and local history-based learning experience...
LCC TENDOkVkdWNhdGlvbg~~Idioma eng
Acceso abiertoRuta libre sin proxy. Acceso recomendado cuando no hay suscripción activa.
Open Access
Host genetics and environment shape the gut microbiome of Euschistus heros and Piezodorus guildinii and potentially influencing their adaptation
Artículo
Material complementario disponible Artículo DOAJ
Matheus Sartori Moro et al · Frontiers Media S.A · 2026 · ISSN 1664-302X
BackgroundEuschistus heros and Piezodorus guildinii are major soybean pests across the Americas. Gut-associated bacteria influence insect nutrition, detoxification, and stress tolerance, potentially enhancing adaptation ...
LCC TENDOk1pY3JvYmlvbG9neQ~~Idioma eng
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Interpretable machine learning with SHAP predicts honest behavior from personality traits and physiological data
Artículo
Material complementario disponible Artículo DOAJ
Yu Meng et al · Nature Portfolio · 2026 · ISSN 2045-2322
Abstract This paper investigates the extent to which dishonest behavior can be predicted using behavioral personality traits and physiological information. An interpretable machine learning approach, SHapley Additive exP...
LCC LCC:Medicine; TENDOlNjaWVuY2U~Idioma eng
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Intrinsic non-linearity of Josephson junctions as an alternative origin of the missing first Shapiro step
Artículo
Acceso abierto Artículo DOAJ
Lei Xu et al · Nature Portfolio · 2026 · ISSN 2399-3650
Abstract The missing first Shapiro step in microwave-irradiated Josephson junctions has been widely interpreted as a hallmark of Majorana bound states. However, conventional mechanisms like junction underdamping or Joule...
LCC TENDOkFzdHJvcGh5c2ljcw~~; TENDOlBoeXNpY3M~Idioma eng
Acceso abiertoRuta libre sin proxy. Acceso recomendado cuando no hay suscripción activa.
Open Access
The prognostic nutritional index (PNI) and sepsis-induced cardiomyopathy (SCM) risk in the ICU: a retrospective study with L-shaped analysis
Artículo
Acceso abierto Artículo DOAJ
Shuai Wang et al · Frontiers Media S.A · 2026 · ISSN 2296-861X
BackgroundSepsis-induced cardiomyopathy (SCM) is a common complication in patients with sepsis. Although the prognostic nutritional index (PNI) is less comprehensive than other assessment methods, it remains a readily ac...
LCC LCC:Nutrition. Foods and food supplyIdioma eng
Acceso abiertoRuta libre sin proxy. Acceso recomendado cuando no hay suscripción activa.
Open Access
A practical checklist for where, when, and what to measure - A systematic review of ten years of laboratory research on microplastic transport in rivers and transitional zones
Artículo
Acceso abierto Artículo DOAJ
Hadeel Al-Zawaidah et al · SpringerOpen · 2026 · ISSN 2662-4966
Abstract Microplastic pollution in freshwater is a global concern, yet field monitoring often lacks standardization, hindering data comparability and analysis. This systematic review bridges the gap between lab findings ...
LCC LCC:Environmental pollution; LCC:Polymers and polymer manufactureIdioma eng
Acceso abiertoRuta libre sin proxy. Acceso recomendado cuando no hay suscripción activa.
Open Access
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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An explainable multimodal deep learning approach for stress detection in emotion-aware systems
Artículo
Acceso abierto Artículo DOAJ
Sai H. Prajwal et al · Springer · 2026 · ISSN 3004-9261
Abstract We propose a continuous stress-detection pipeline that integrates wavelet-based heart-rate-variability (HRV) features with behavioural signals in a staged ensemble. The method computes time-resolved HRV spectral...
LCC LCC:Science (General)Idioma eng
Acceso abiertoRuta libre sin proxy. Acceso recomendado cuando no hay suscripción activa.
Open Access
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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Development and validation of an explainable machine learning-based risk prediction model for obesity in Chinese children and adolescents: a population-based study
Artículo
Material complementario disponible Artículo DOAJ
Zekai Chen et al · Frontiers Media S.A · 2026 · ISSN 2296-861X
BackgroundChildhood obesity represents a significant global public health challenge. Accurate and rapid prediction models for identifying obesity risk in children and adolescents are essential for facilitating early prev...
LCC LCC:Nutrition. Foods and food supplyIdioma eng
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Evaluation of coronary heart disease risk prediction based on simple physical examination parameters by machine learning model: a retrospective cohort model development and validation study
Artículo
Material complementario disponible Artículo DOAJ
Hui Xiong et al · Frontiers Media S.A · 2026 · ISSN 2297-055X
BackgroundTo develop and externally validate a coronary heart disease (CHD) risk model from routine clinical indicators and identify key predictors.MethodsThe Framingham Heart Study cohort (n = 4,240) was used. Missi...
LCC TENDOkRpc2Vhc2VzIG9mIHRoZSBjaXJjdWxhdG9yeSAoQ2FyZGlvdmFzY3VsYXIpIHN5c3RlbQ~~Idioma eng
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Explainable artificial intelligence-based parametric analysis of cotton fiber and yarn properties
Artículo
Material complementario disponible Artículo DOAJ
Baneswar Sarker et al · BMC · 2026 · ISSN 2523-3254
Abstract Background Effective modeling and parametric studies strengthen analyses of the influence of cotton fiber properties on the yarn properties, which are important for developing a higher-quality product. Machine l...
LCC TENDOlBsYW50IGN1bHR1cmU~Idioma eng
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Feature Engineering in Unsupervised DNS Botnet Detectors Based on eXplainable AI
Artículo
Material complementario disponible Artículo DOAJ
Eleftheria Arkadopoulou et al · IEEE · 2026 · ISSN 2169-3536
Botnet communications often rely on Domain Generation Algorithms (DGAs) to establish channels among attack orchestrators and compromised hosts (bots). Our approach leverages on Artificial Intelligence (AI) to differentia...
LCC LCC:Electrical engineering. Electronics. Nuclear engineeringIdioma eng
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Identifying and predicting key industry–education integration projects via explainable artificial intelligence (XAI) based machine learning models
Artículo
Material complementario disponible Artículo DOAJ
Yituo Feng et al · PeerJ Inc · 2026 · ISSN 2376-5992
Background Identifying priority projects in industry–education integration is critical for optimizing policy support and resource allocation. While prior studies have primarily relied on qualitative assessments, there ...
LCC LCC:Electronic computers. Computer scienceIdioma eng
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Integration of Systemic Immune-Inflammation Index and Lactate for diagnostic and early risk stratification in pediatric sepsis
Artículo
Material complementario disponible Artículo DOAJ
Fan Liang et al · BMC · 2026 · ISSN 1471-2334
Abstract Background Pediatric sepsis remains a leading cause of global mortality, necessitating early and accurate risk stratification. Traditional scoring systems often fail to capture the rapid, non-linear progression ...
LCC TENDOkluZmVjdGlvdXMgYW5kIHBhcmFzaXRpYyBkaXNlYXNlcw~~Idioma eng
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Interpretable machine learning models based on CT radiomics for predicting chemoradiotherapy response in rectal cancer
Artículo
Material complementario disponible Artículo DOAJ
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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Non-invasive prediction of detrusor underactivity in benign prostatic hyperplasia: an interpretable machine learning framework to optimize surgical selection
Artículo
Material complementario disponible Artículo DOAJ
Long Gao et al · Frontiers Media S.A · 2026 · ISSN 2296-858X
ObjectiveTo develop and internally validate an interpretable, non-invasive machine learning framework to predict detrusor underactivity (DU) in patients with benign prostatic hyperplasia (BPH).MethodsThis retrospective c...
LCC TENDOk1lZGljaW5lIChHZW5lcmFsKQ~~Idioma eng
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Predicting skeletal fluorosis severity using machine learning across diverse fluoride-exposed populations in China
Artículo
Material complementario disponible Artículo DOAJ
Hongjiang Long et al · Nature Portfolio · 2026 · ISSN 2045-2322
Abstract Skeletal fluorosis (SF) is a chronic metabolic bone disease resulting from long-term excessive fluoride exposure, affecting millions worldwide. Conventional diagnosis relies on radiographic evidence, which often...
LCC LCC:Medicine; TENDOlNjaWVuY2U~Idioma eng
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