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3D scan-based classification of Chinese young female hand morphology
ISSN: 20452322 · Editor / fuente: Nature
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A classification model based on G protein-coupled estrogen receptor binding affinity: development and validation
ISSN: 10048456 · Editor / fuente: The Editorial Office of Chinese Journal of Food Hygiene
147
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Classification of Nutritional Status of Toddlers on Imbalanced Data Using SMOTE with Decision Tree and Random Forest Models
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Nutritional status of toddlers was considered a key indicator for assessing nutritional problems among children. According to the Banyuwangi Regency Health Profile, the prevalence of undernutrition based on the weight-fo...
LCC TENDOlNjaWVuY2U~; LCC:Engineering (General). Civil engineering (General)Idioma ind
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Material complementarioClassification based on dynamic mode decomposition applied to brain recognition of context
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"Local Field Potentials (LFPs) are easy to access electrical signals of the brain that represent the summation in the extracellular space, of currents originated within the neurons. As such, LFPs could contain infor mati...
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Open AccessClassification of health product defect reports by deep learning
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Abstract Quality defects in substandard medicines represent a threat to public health. Rapid and accurate identification of these defects is critical to prioritise the cases and implement regulatory measures. However, th...
LCC LCC:Medicine; TENDOlNjaWVuY2U~Idioma eng
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Open AccessClassification of color textures with random field models and neural networks
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A number of texture classification approaches have been developed in the past but most of these studies target graylevel textures. In this work, novel results are presented on Neural Network based classification of color...
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Open AccessClassification of Surgical Complications
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In Brief Objective: Although quality assessment is gaining increasing attention, there is still no consensus on how to define and grade postoperative complications. This shortcoming hampers comparison of outcome data amo...
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Página del recursoClassification of subtype of acute ischemic stroke. Definitions for use in a multicenter clinical trial. TOAST. Trial of Org 10172 in Acute Stroke Treatment.
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BACKGROUND AND PURPOSE: The etiology of ischemic stroke affects prognosis, outcome, and management. Trials of therapies for patients with acute stroke should include measurements of responses as influenced by subtype of ...
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Página del recursoA classification model based on G protein-coupled estrogen receptor binding affinity: development and validation
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DOAJ
ObjectiveTo develop an accurate and efficient binary classification model for predicting the binding capacity of endocrine-disrupting chemicals （EDCs） to the G protein-coupled estrogen receptor （GPER）.MethodsGPER...
LCC TENDOkZvb2QgcHJvY2Vzc2luZyBhbmQgbWFudWZhY3R1cmU~; LCC:Nutrition. Foods and food supplyIdioma zho
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Open AccessA dynamic approach to FMEA–RPN risk classification: comparing with the classical FMEA method
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Background
Failure mode and effects analysis (FMEA) uses risk priority numbers (RPNs) based on 3 parameters to classify risks. Risk analysis methods use thresholds to determine risk. These class intervals do not account ...
LCC LCC:Public aspects of medicineIdioma eng
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Open AccessA hybrid transformer model with supervised contrastive loss for automatic music classification
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With the rapid expansion of the digital music industry, streaming platforms are required to efficiently and accurately classify massive music collections to support personalized recommendation, content organization, and ...
LCC LCC:Engineering (General). Civil engineering (General)Idioma eng
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Material complementarioA lightweight deep learning architecture for automatic shrimp disease classification
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Abstract Globally, shrimp aquaculture is a vital source of food, but disease outbreaks present serious economic challenges. Traditional diagnostic techniques, such as visual inspection and polymerase chain reaction (PCR)...
LCC LCC:Medicine; TENDOlNjaWVuY2U~Idioma eng
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Open AccessA logic-based knowledge-driven bidirectional multi-attention GRU framework for fear level classification in humans
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Abstract The importance of fear level detection in affective computing using physiological signals has not been extensively explored. Accurately detecting fear responses facilitates real-time emotional monitoring and imp...
LCC LCC:Medicine; TENDOlNjaWVuY2U~Idioma eng
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Material complementarioAdvanced hybrid transformer CNN framework for improved skin lesion classification and segmentation
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Abstract As reported by the World Health Organization (WHO), Skin Cancer (SC) is a growing medical concern with millions of cases diagnosed each year. Deep Learning methods show promising results in early detection and c...
LCC LCC:Medicine; TENDOlNjaWVuY2U~Idioma eng
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Open AccessAn open-source clinical case dataset for medical image classification and multimodal AI applications
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CONICET Digital
An open-source clinical case dataset for medical image classification and multimodal AI applications
High-quality, openly accessible clinical datasets remain a significant bottleneck in advancing both research and clinical applications within medical artificial intelligence. Case reports, often rich in multimodal clinic...
Idioma eng
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Open AccessApplication of CPTU-based soil classification methods in Hong Kong-Zhuhai-Macao Bridge
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The parameters obtained from the piezocone penetration tests (CPTU) have been widely used for soil profiling and geostratigraphy over the decades. In this study, large amount of CPTU soundings and parallel drilling borin...
LCC LCC:Engineering geology. Rock mechanics. Soil mechanics. Underground constructionIdioma eng
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Material complementarioAssessing a farmer-based soil classification system vis-à-vis USDA soil taxonomy suborders in Kamuli District, Uganda
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Based on 5 years of integrated pedological work in Kamuli District, this study examines how farmers in three villages understand and classify soils. The farmers' knowledge was documented through a participatory approach ...
LCC LCC:Production management. Operations managementIdioma eng
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Open AccessComparison of Feature Extraction Methods for Conducting Sentiment Classification in Ternate Malay Language using Machine Learning Approaches
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Local people in Ternate, North Maluku, often use local languages to communicate on social media. This poses a challenge for newcomers to understand the implied meaning and emotions of the messages conveyed through social...
LCC LCC:Electrical engineering. Electronics. Nuclear engineeringIdioma eng
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Open AccessComparison of K-Nearest Neighbor Classification Methods and Support Vector Machine in Predicting Students’ Study Period.
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State Universities and Private Universities compete fiercely to produce quality students in line with the development of the world of education in Indonesia. Universities strive to improve quality and provide the best ed...
LCC TENDOkVkdWNhdGlvbg~~; LCC:Science (General)Idioma eng
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Open AccessDesign and Development of Drug Formulation Classification Information System
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The increasing complexity of pharmaceutical management in pharmacies demands efficient systems to streamline drug classification and inventory control. As pharmacies handle a diverse range of formulations, including tabl...
LCC TENDOlRlY2hub2xvZ3k~Idioma eng
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Material complementarioDevelopment and validation of a deep learning-based automatic detection and classification model for femoral neck fractures using hip imaging: a retrospective multicenter diagnostic study
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Conventional Garden classification of femoral-neck fractures relies on radiography or CT, but image quality variations, indistinct fracture lines, and inter-observer differences often cause misclassification—especially...
LCC TENDOk1lZGljaW5lIChHZW5lcmFsKQ~~Idioma eng
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Material complementarioEU FADN farm classification: first experience of Ukraine in a European perspective
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The article analyzes the typology of agricultural holdings within the Farm Accountancy Data Network (FADN) and its impact on the formation of the common agricultural policy. The study emphasizes the importance of FADN as...
LCC TENDOlN0YXRpc3RpY3M~Idioma eng
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Open AccessEnhanced weather classification using xception with SENet and attention mechanisms
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IntroductionWeather classification plays a crucial role in applications such as environmental monitoring, disaster management, and smart city infrastructure. Accurate and efficient classification of weather conditions fr...
LCC TENDOkVudmlyb25tZW50YWwgc2NpZW5jZXM~Idioma eng
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Open AccessEvaluation of Support Vector Machine and Random Forest Models for EMG-Based Knee Motion Phase Classification
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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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Material complementarioFeature stabilization in convolutional neural networks using Proportional Integral Controller for lung nodule classification
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IntroductionReliable classification of lung nodules from computed tomography (CT) images remains a challenging problem due to variations in image intensity, noise, and unstable feature representations during deep network...
LCC LCC:Electronic computers. Computer scienceIdioma eng
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Material complementarioGestational Risk as a Determining Factor for Cesarean Section according to the Robson Classification Groups
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Abstract Objective To analyze and compare the frequency of cesarean sections and vaginal deliveries through the Robson Classification in pregnant women attended at a tertiary hospital in two different periods. Methods...
LCC TENDOkd5bmVjb2xvZ3kgYW5kIG9ic3RldHJpY3M~Idioma eng
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