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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 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 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 AccessAssessing 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 AccessDevelopment 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 complementarioEnhanced 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 complementarioInsights into recent developments and obstacles in automated fruit ripeness classification
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The ripening stage of a fruit is a crucial determinant of its quality. Traditional assessment methods for fruit ripeness are often subjective, error-prone, and time-consuming. Therefore, numerous attempts are being made ...
LCC TENDOkVudmlyb25tZW50YWwgZW5naW5lZXJpbmc~; TENDOkVudmlyb25tZW50YWwgc2NpZW5jZXM~Idioma eng
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Material complementarioLabelBOT: A Human-in-the-Loop Classification Assistance in the BIIGLE Image Annotation Tool
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In marine science and engineering, growing volumes of imaging data are used in exploration and monitoring. The process of manual annotation of this data (i.e. marking and describing objects of interest with labels), to e...
LCC LCC:Electrical engineering. Electronics. Nuclear engineeringIdioma eng
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Open AccessMathematical modeling and feature extraction architecture of a quantum-inspired attention network for UAV image classification
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In this study, a novel Quantum Self-Attention Neural Network for Multi-Model Aerial Image Classification (QSANN-MAIC) is proposed. The objective of this paper is to develop a high-performance learning framework capable o...
LCC LCC:Engineering (General). Civil engineering (General)Idioma eng
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Open AccessPower quality disturbance classification method based on fusion of multiple 1-D CNN model
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Aiming at the problem of power quality disturbance (PQD) classification, classification sub-models based on one-dimension CNN in the time domain (original signal), frequency domain (Fourier transform) and time-frequency ...
LCC TENDOkluc3RydW1lbnRzIGFuZCBtYWNoaW5lcw~~; LCC:Electrical engineering. Electronics. Nuclear engineering; TENDOlNjaWVuY2U~Idioma zho
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Open AccessPrevalence of Partial Edentulism Based on Kennedy Classification in a Teaching Hospital: A Retrospective Study
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Sayed Yasir Torabi,1 Ali Maisam Eshraqi2 1Department of Orthodontics, Zawul University, Kabul, Afghanistan; 2Department of Endodontics and Operative Dentistry, Kabul University of Medical Sciences, Kabul, AfghanistanCorr...
LCC TENDOkRlbnRpc3RyeQ~~Idioma eng
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Open AccessRadiological analysis of the sagittal profile of the Colombian population according to the theoretical Roussouly classification
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Abstract Background The theoretical Roussouly classification describes sagittal spinal profiles based on pelvic morphology. As most reference data originate from Caucasian populations, its applicability to Hispanic popul...
LCC LCC:Diseases of the musculoskeletal systemIdioma eng
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Material complementarioRedefining M1: a novel three-tiered classification stratifies prognosis in metastatic breast cancer
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Abstract Background The current AJCC staging system for breast cancer categorizes all distant metastases under a monolithic M1 designation, failing to capture profound heterogeneity in outcomes. This study aimed to devel...
LCC TENDOk5lb3BsYXNtcy4gVHVtb3JzLiBPbmNvbG9neS4gSW5jbHVkaW5nIGNhbmNlciBhbmQgY2FyY2lub2dlbnM~Idioma eng
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Material complementarioRoQUEST: A Robust QUESTion Classification Framework in Consumer Electronics Domain
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Question-answering (QA) has been a crucial NLP (Natural Language Processing) task for a long time. As an umbrella term, QA has multiple sub-tasks under its hood. Question classification (QC) is one of the most important ...
LCC LCC:Electrical engineering. Electronics. Nuclear engineeringIdioma eng
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Material complementarioSSMFMamba: A Spatial-Spectral Mamba-Convolution Fusion Network for Hyperspectral Image Classification
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Convolutional neural networks (CNNs) and visual Transformers have become the dominant approaches for hyperspectral image (HSI) classification due to their powerful feature representation capabilities. However, CNNs are l...
LCC LCC:Ocean engineering; LCC:Geophysics. Cosmic physicsIdioma eng
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Open AccessSleepTNet: Automatic Sleep Stage Classification With Transition Model Using Multi-Channel EEG
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Sleep plays an important role in physical health, cognition, and emotional well-being. Since sleep disorders can affect all these aspects, accurately detecting sleep stages is key to proper diagnosis and monitoring. Auto...
LCC LCC:Electrical engineering. Electronics. Nuclear engineeringIdioma eng
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Open AccessA Novel Clinical Classification of Peroneal Tendon Disease Correlates with Tissue Pathology and Postoperative Outcomes
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Category: Ankle, Basic Sciences/Biologics Keywords: Achilles Tendon Rupture, Achilles Tendon, Achilles Tendon Repair Introduction/Purpose: Peroneal tendon disease (PerTD) is a major cause of lateral ankle pain, including...
LCC TENDOk9ydGhvcGVkaWMgc3VyZ2VyeQ~~Idioma eng
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Open AccessA Robust Dot-focused Classification Approach to Convolutional Braille Recognition
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The effect of imbalanced data on the optical character recognition of Braille text is investigated by applying two techniques to a set of convolutional neural network image classification models. A multilabel classificat...
LCC LCC:Electronic computers. Computer scienceIdioma eng
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