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15421
Implementing Machine Learning for Smart Farming to Forecast Farmers’ Interest in Hiring Equipment
Published 2022-01-01“…In order to get the best possible result, a comparison of the aforementioned algorithm models was carried out, which revealed that the decision tree is the better model among the others in this regard. …”
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15422
An exploration of clinically meaningful definitions of cough bouts
Published 2024-12-01“…Methods We analysed 24-h acoustic recordings and concurrent cough severity visual analogue scales from 91 RCC patients (62% female, median (interquartile range) age 60.0 (54–67.0) years). A custom-built algorithm calculated cough bouts, defined by the intervals between explosive cough sounds. …”
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15423
Well Control Optimization of Waterflooding Oilfield Based on Deep Neural Network
Published 2021-01-01“…The existing well control optimization method is mainly based on optimization algorithms and numerical simulators. In the face of larger models, longer optimization periods, or reservoir models with a large number of optimized wells, there are many optimization variables, which will cause algorithm convergence difficulties and optimization costs. …”
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15424
TCBGY net for enhanced wear particle detection in ferrography using self attention and multi scale fusion
Published 2024-12-01“…To address challenges such as false detection, missed detection of small wear particles, difficulty in distinguishing overlapping and similar abrasions, and handling complex image backgrounds, this paper proposes an algorithm called TCBGY-Net for detecting wear particles in ferrography images. …”
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15425
Automated Volumetric Milling Area Planning for Acoustic Neuroma Surgery via Evolutionary Multi-Objective Optimization
Published 2025-01-01“…Finally, a multi-objective optimization algorithm is used to achieve a Pareto-optimal design. …”
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15426
Application of chemotactic behavior for life detection
Published 2025-02-01“…Methodologically, we introduce here a novel approach for utilizing µ-slides that diverges from the more traditional long-term chemotactic assay in favor of a shorter time frame assay that only requires a simple blob detection algorithm for microbial detection. Given the technical, computational, and time constraints necessary for an in-situ life detection mission, this simplified approach could be a cost and resource-effective way to probe for potential chemotactic-responsive life. …”
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15427
A New Diagnosing Method for Psoriasis From Exhaled Breath
Published 2025-01-01“…In order to distinguish data from those of psoriasis patients and those of healthy individuals, six different machine learning algorithms were used on the breath data set. The best classification result was provided by the ExtraTreesClassifier algorithm, with an accuracy rate of 96.1%, while other algorithms have rates between 66.6% and 94.2%. …”
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15428
Assessing power-to-heat technologies for industrial electrification: A multi-criteria decision analysis approach
Published 2025-01-01“…Finally, the MCDA in this study is designed for current and future scenarios, allowing new technologies to be analyzed and ranked with the proposed algorithm.…”
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15429
Investigation of the use of a sensor bracelet for the presymptomatic detection of changes in physiological parameters related to COVID-19: an interim analysis of a prospective coho...
Published 2022-06-01“…Our proposed RNN algorithm identified 68% of COVID-19 positive participants 2 days prior to SO and will be further trained and validated in a randomised, single-blinded, two-period, two-sequence crossover trial.Trial registration numberISRCTN51255782; Pre-results.…”
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15430
Stedman's Medical Dictionary for the Health Professions and Nursing.
Published 2005Table of Contents: “…Adverse drug effects during pregnancy -- Anatomy words (English and Latin) -- Arterial blood gas normal values -- Arteries of the human body -- Assessment guide : medications -- Biographic appendix -- Blood groups -- Body mass index table (high range) -- Body mass index table -- Canada's food guide to healthy eating -- Canadian recommended nutrition intakes -- Choosing the route of nutrition support in adults : a clinical decision algorithm -- Classic textbook method of blood gas interpretation -- Classification of overweight and obesity in adults according to BMI -- Classification and therapeutic uses of drugs -- Common abbreviations used in medication orders -- Common medical abbreviations and acronyms -- Common questions about infection surveillance, prevention, and control -- Common tests with descriptions -- Common types of drug preparations -- Commonly prescribed drugs and their applications -- Conversion factors between traditional and SI units -- Development milestones from birth to 5 years -- Diagnosis-related groups -- Dietary reference intakes : recommended intakes for individuals -- DuBois body surface area chart : estimating body surface area of adults and children -- Formulas for computing drug dosages -- Gauging healthy weight : the body mass index -- Glasgow coma scale -- Guideline for hand hygiene in healthcare setting --…”
Table of contents
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15431
Shannon Entropy and K-Means Method for Automatic Diagnosis of Broken Rotor Bars in Induction Motors Using Vibration Signals
Published 2016-01-01“…For automatic diagnosis, the K-means cluster algorithm and a decision-making unit that looks for the nearest cluster through the Euclidian distance are applied. …”
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15432
Empirical research on the evolution trend of heat and sentiment for emergencies
Published 2025-12-01“…By utilizing the co-word network and Louvain algorithm for theme division, along with sentiment analysis constructed through time series analysis of sentiment value changes for various emergencies employing the naive Bayes method, the evolution of public opinion is comprehensively assessed. …”
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15433
The predictive value of radiomics and deep learning for synchronous distant metastasis in clear cell renal cell carcinoma
Published 2025-01-01“…The least absolute shrinkage and selection operator (LASSO) algorithm was employed to select features and build various machine learning models. …”
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15434
Optimizing Invasive ECT Sensor Dimensions for Conducting Pipe: A Simulation Study
Published 2025-01-01“…A simulation model is developed using the finite element method (FEM) and the Linear Back Projection (LBP) algorithm for image reconstruction, further enhanced by a global threshold method. …”
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15435
3D Web Application of Wind Prediction Under Typhoon on Coastal Cities Based on Ensemble k-NN and OpenFOAM
Published 2025-01-01“…This study also produces a more sophisticated web-based virtual globe and 3D city model to demonstrate a current typhoon prediction and past typhoons, online simulation results of ensemble k-NN algorithm, a volumetric profile of typhoons, wind flow, streamlines, wind pressure around buildings and a bridge, warning status, and time series of predicted wind velocity for supporting the disaster early warning system.…”
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15436
A Two-Point Association Tracking System Incorporated With YOLOv11 for Real-Time Visual Tracking of Laparoscopic Surgical Instruments
Published 2025-01-01“…In this context, advancements in deep learning, particularly through detection models and modern tracking algorithms, have opened new avenues for addressing the challenges posed by real-time laparoscopic instrument tracking. …”
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15437
Sediment flow connectivity index data for the Apulia region (Italy): An open-source geodatabase and the innovative CONNECTOSED WebGIS platformZenodo
Published 2025-02-01“…The geodatabase maintains the mapping methodology underlying the SfCI algorithm by integrating various Earth datasets from multiple sources through ArcMap™, QGIS® and Matlab® software. …”
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15438
Developing an environmental equity index for urban heat wave event
Published 2025-02-01“…A multi-source data integration approach and a synthetic population algorithm are used to construct a method to calculate environmental equity indices with 100∗100 m spatial resolution. …”
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15439
Boosting skin cancer diagnosis accuracy with ensemble approach
Published 2025-01-01“…Moreover, feature vectors that were optimally produced from image data by a Genetic Algorithm (GA) were given to the ML models. We demonstrate that the Max Voting method greatly improves predictive performance, reaching an accuracy of 94.70% and producing the best results for F1-measure, recall, and precision. …”
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15440
Retrieval of water quality parameters based on IOA-ML models and their response to short-term hydrometeorological factors
Published 2025-02-01“…Six machine learning models optimized by intelligent optimization algorithms (IOA-ML) were developed to retrieve WQPs using paired in situ measurements and near-synchronous Sentinel-2 reflectance (Rrs). …”
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