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120 resultados encontrados.

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Delineating novel diagnostic biomarkers and therapeutic targets for oral submucosal fibrosis: an integrative multi-omics and machine learning approach
Artículo
Acceso abierto Artículo DOAJ
Chinmay Nitin Mokal et al · Frontiers Media S.A · 2026 · ISSN 2673-7647
BackgroundOral submucosal fibrosis (OSF) is a chronic and progressive disorder, caused by chewing areca nuts, affecting the oral cavity and oropharynx. OSF is characterized by severe symptoms like severe burning sensatio...
LCC TENDOkNvbXB1dGVyIGFwcGxpY2F0aW9ucyB0byBtZWRpY2luZS4gTWVkaWNhbCBpbmZvcm1hdGljcw~~Idioma eng
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Open Access
Design and Implement Machine Learning Tool for Cyber Security Risk Assessment
Artículo
Acceso abierto Artículo DOAJ
Omar I. Sheet et al · University of Mosul, College of Education for Pure Science · 2023 · ISSN 1812-125X
Cyber-attacks have increased in number and severity, which has negatively affected businesses and their services. As such, cyber security is no longer considered merely a technological problem, but must also be considere...
LCC TENDOkVkdWNhdGlvbg~~; LCC:Science (General)Idioma eng
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Open Access
Determining the Quality of Dairy Products Using Machine Learning Techniques
Artículo
Acceso abierto Artículo DOAJ
Nour Fadel et al · University of Mosul, College of Education for Pure Science · 2024 · ISSN 1812-125X
Food products are an essential source of human life, so they have a very important place, and it will be important to monitor and determine their quality in a short time. Our study deals with a very important and indispe...
LCC TENDOkVkdWNhdGlvbg~~; LCC:Science (General)Idioma eng
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Open Access
Development and External Validation of a Machine Learning Model for Automated Feedback Quality Assessment in Chinese Anesthesiology Residency Training
Artículo
Material complementario disponible Artículo DOAJ
Yao L et al · Dove Medical Press · 2026 · ISSN 1179-7258
Lifeng Yao, Yijun Chen, Jing Shen, Junge Zhang, Yiwei Zhang, Guojin Liang, Yiqin Ji Department of Anesthesiology, The First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, People’s Republic of ChinaCorrespo...
LCC TENDOlNwZWNpYWwgYXNwZWN0cyBvZiBlZHVjYXRpb24~; TENDOk1lZGljaW5lIChHZW5lcmFsKQ~~Idioma eng
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Development and internal validation of a machine learning model for predicting intracranial infection after spontaneous intracerebral hemorrhage: a two-center retrospective study
Artículo
Material complementario disponible Artículo DOAJ
Yizhao Lin et al · Frontiers Media S.A · 2026 · ISSN 1664-2295
BackgroundIntracranial infection (ICI) is a serious complication following spontaneous intracerebral hemorrhage (ICH) and is associated with prolonged intensive care, increased morbidity, and poor functional outcomes. Ea...
LCC LCC:Neurology. Diseases of the nervous systemIdioma eng
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Development and internal validation of a machine learning-based model for predicting 2-year mortality in interstitial lung disease
Artículo
Material complementario disponible Artículo DOAJ
Xingyu Jin et al · BMC · 2026 · ISSN 1465-993X
Abstract Background Interstitial lung disease (ILD) is characterized by marked heterogeneity and an overall poor prognosis, with many patients experiencing rapid progression and high short-term mortality. Accurate early ...
LCC TENDOkRpc2Vhc2VzIG9mIHRoZSByZXNwaXJhdG9yeSBzeXN0ZW0~Idioma 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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Development of an online prediction tool for immunotherapy-related adverse events in patients with advanced NSCLC based on machine learning and temporal validation
Artículo
Material complementario disponible Artículo DOAJ
Ling-Chun Cao et al · Frontiers Media S.A · 2026 · ISSN 2234-943X
ObjectiveDespite the widespread use of immune checkpoint inhibitors (ICIs) improving survival outcomes in non-small cell lung cancer (NSCLC) patients, immune-related adverse events (irAEs) triggered by ICIs have become a...
LCC TENDOk5lb3BsYXNtcy4gVHVtb3JzLiBPbmNvbG9neS4gSW5jbHVkaW5nIGNhbmNlciBhbmQgY2FyY2lub2dlbnM~Idioma eng
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Enhancing Zero Trust Cybersecurity using Machine Learning and Deep Learning Approaches
Artículo
Acceso abierto Artículo DOAJ
Danial Haider et al · MMU Press · 2025 · ISSN 2821-370X
The recent Zero-Trust Architecture (ZTA) is progressively adopted to the develop network security by assuming no implicit trust within or outside an organization’s boundary. Though, ZTA faces substantial challenge...
LCC LCC:Electronic computers. Computer science; TENDOkluZm9ybWF0aW9uIHRlY2hub2xvZ3k~Idioma eng
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Open Access
Exploring the correlates of COVID-19 vaccination inequity: a global analysis using machine learning from a health economic lens
Artículo
Material complementario disponible Artículo DOAJ
Moumita Mukherjee · Frontiers Media S.A · 2026 · ISSN 2813-0146
IntroductionThe COVID-19 pandemic has reduced system resilience, caused economic welfare loss, and widened disparities in healthcare access. This study aims to identify the macro-level factors contributing to COVID-19 va...
LCC LCC:MedicineIdioma eng
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Fast-track decarbonization of existing diesel engines via Hydrogen-Dodecane dual-fuel retrofit: A machine learning and combustion kinetics framework
Artículo
Material complementario disponible Artículo DOAJ
Amr Abbass · KeAi Communications Co., Ltd · 2026 · ISSN 2949-7361
This research introduces a hybrid modeling framework that combines intricate combustion dynamics with machine learning (ML) to facilitate the decarbonization and retrofitting of traditional diesel engines utilizing Hydro...
LCC TENDOkVudmlyb25tZW50YWwgZW5naW5lZXJpbmc~; TENDOkVudmlyb25tZW50YWwgc2NpZW5jZXM~Idioma eng
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INFINITy: A fast machine learning-based application for human influenza A and B virus subtyping
Artículo
Acceso abierto Artículo CONICET Digital
Cacciabue, Marco Polo Domingo et al · Wiley Blackwell Publishing, Inc · 2023 · ISSN 1750-2640
INFINITy isa fast and accurate tool for classifying human influenza A and B virussequences into types, lineages, clades, and subclades. It is an applicationbased on an alignment-free machine learning algorithm that can c...
Idioma eng
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Open Access
Identification of hub targets involved in carotid atherosclerosis through bioinformatics and machine learning approaches
Artículo
Acceso abierto Artículo DOAJ
Luyao Jia et al · BMC · 2026 · ISSN 1471-2261
Abstract Background Carotid atherosclerosis is a kind of systemic atherosclerosis in the carotid arteries. It remains one of the leading causes of ischemic stroke. However, the efficiency of treatment is insufficient. Th...
LCC TENDOkRpc2Vhc2VzIG9mIHRoZSBjaXJjdWxhdG9yeSAoQ2FyZGlvdmFzY3VsYXIpIHN5c3RlbQ~~Idioma eng
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Open Access
Identifying Potentially Illicit Money Laundering and Terrorism Financing Transactions Through Machine Learning Techniques
Artículo
Acceso abierto Artículo DOAJ
Shiuh Tong Lim et al · MMU Press · 2025 · ISSN 2735-1009
Financial institutions worldwide face significant challenges in detecting and preventing illicit financial activities, such as money laundering and terrorism financing. Traditional rule-based methods often generate high ...
LCC TENDOlNvY2lhbCBTY2llbmNlcw~~Idioma eng
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Open Access
Imaging biomarkers of post-COVID dyspnea: insights from machine learning CT patterns and parametric response mapping
Artículo
Material complementario disponible Artículo DOAJ
Julien G. Cohen et al · BMC · 2026 · ISSN 1465-993X
Abstract Background Dyspnea is one of the most common symptoms in the post-acute phase of COVID-19 pneumonia. Conventional pulmonary function tests and computed tomography (CT) scores often fail to show correlation with ...
LCC TENDOkRpc2Vhc2VzIG9mIHRoZSByZXNwaXJhdG9yeSBzeXN0ZW0~Idioma eng
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Implementation of Lightweight Machine Learning Models for Real-time Text Classification on Resource-Constrained Devices
Artículo
Acceso abierto Artículo DOAJ
Marwah Zaid Mohammed Al-Helali et al · MMU Press · 2025 · ISSN 2821-370X
This paper addresses the growing need for implementing intelligent Natural Language Processing (NLP) systems on low-power, memory-limited devices such as Raspberry Pi, mobile phones, and IoT edge hardware. As edge comput...
LCC LCC:Electronic computers. Computer science; TENDOkluZm9ybWF0aW9uIHRlY2hub2xvZ3k~Idioma eng
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Open Access
Integrated machine learning and experimental validation reveal S6K2 as a key target of 6PPD-quinone in bladder cancer
Artículo
Acceso abierto Artículo DOAJ
Jirong Wang et al · Elsevier · 2026 · ISSN 0147-6513
Tire and Road Wear Particles (TRWP) are pervasive environmental contaminants, yet the molecular mechanisms linking their toxic derivative, 6PPD-quinone (6PPD-Q), to bladder cancer (BLCA) progression remain obscure. This ...
LCC LCC:Environmental pollution; TENDOkVudmlyb25tZW50YWwgc2NpZW5jZXM~Idioma eng
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Open Access
Integrating artificial intelligence and machine learning in HIV testing interventions in Gauteng Province, South Africa: Opportunities, challenges, and implementation strategies
Artículo
Acceso abierto Artículo DOAJ
Musa Jaiteh et al · AOSIS · 2026 · ISSN 1608-9693
Background: Conventional HIV testing approaches continue to fall short of overcoming barriers to HIV testing, especially among key and priority populations at higher risk of acquiring and transmitting HIV. Artificial in...
LCC LCC:Public aspects of medicine; TENDOkluZmVjdGlvdXMgYW5kIHBhcmFzaXRpYyBkaXNlYXNlcw~~Idioma eng
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Open Access
Integrating machine learning and clinicopathological data to stratify survival risk in young women with localized breast cancer
Artículo
Acceso abierto Artículo DOAJ
Bin Xu et al · Frontiers Media S.A · 2026 · ISSN 2296-858X
BackgroundYoung women with localized breast cancer represent a clinically distinct population with heterogeneous outcomes, yet age-specific prognostic models remain limited. Conventional risk stratification tools derived...
LCC TENDOk1lZGljaW5lIChHZW5lcmFsKQ~~Idioma eng
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Open Access
Integration of machine learning model and CMIP6 analysis for climate change impact-led landslide susceptibility and population exposure assessments in the Nepal Himalaya
Artículo
Material complementario disponible Artículo DOAJ
Tulasi Ram Bhattarai et al · SpringerOpen · 2026 · ISSN 2197-8670
Abstract Background Landslides are one of the most frequent and damaging disasters in the Nepal Himalaya region, triggered primarily by intense rainfall events. With the increasing impacts of climate change, extreme prec...
LCC TENDOkRpc2FzdGVycyBhbmQgZW5naW5lZXJpbmc~; TENDOkVudmlyb25tZW50YWwgc2NpZW5jZXM~Idioma eng
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Integrative machine learning analysis suggests novel molecular targets for liver cancer diagnosis and therapy
Artículo
Acceso abierto Artículo DOAJ
Fengrui Zhou et al · Springer · 2026 · ISSN 2730-6011
Abstract Background Hepatocellular carcinoma (HCC) is a critical condition characterized by unchecked cellular growth in the liver, often leading to systemic inflammation and organ failure. Although its complex molecular...
LCC TENDOk5lb3BsYXNtcy4gVHVtb3JzLiBPbmNvbG9neS4gSW5jbHVkaW5nIGNhbmNlciBhbmQgY2FyY2lub2dlbnM~Idioma eng
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Open Access
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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Interpretable machine learning reveals metabolomic signatures: biomarkers and mechanisms in acute vs chronic angle-closure glaucoma
Artículo
Material complementario disponible Artículo DOAJ
Jun Ren et al · BMC · 2026 · ISSN 1472-6750
Abstract Backgrounds Acute primary angle-closure glaucoma (APACG) and chronic primary angle-closure glaucoma (CPACG) exhibit distinct clinical features, yet the molecular mechanisms underlying their differing progression...
LCC TENDOkJpb3RlY2hub2xvZ3k~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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