Search Results - "machine learning decision tree algorithm"

Machine learning decision tree algorithm role for predicting mortality in critically ill adult COVID-19 patients admitted to the ICU by Elhazmi, Alyaa, Al-Omari, Awad, Sallam, Hend, Mufti, Hani N., Rabie, Ahmed A., Alshahrani, Mohammed, Mady, Ahmed, Alghamdi, Adnan, Altalaq, Ali, Azzam, Mohamed H., Sindi, Anees, Kharaba, Ayman, Al-Aseri, Zohair A., Almekhlafi, Ghaleb A., Tashkandi, Wail, Alajmi, Saud A., Faqihi, Fahad, Alharthy, Abdulrahman, Al-Tawfiq, Jaffar A., Melibari, Rami Ghazi, Al-Hazzani, Waleed, Arabi, Yaseen M.

“…Coronavirus disease-19 (COVID-19) is caused by the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) and is currently a major cause of intensive…”
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Development, Evaluation, and Multisite Deployment of a Machine Learning Decision Tree Algorithm To Optimize Urinalysis Parameters for Predicting Urine Culture Positivity by Seheult, Jansen N, Stram, Michelle N, Contis, Lydia, Pontzer, Raymond E, Hardy, Stephanie, Wertz, William, Baxter, Carla M, Ondras, Michael, Kip, Paula L, Snyder, Graham M, Pasculle, A William

“…PittUDT, a recursive partitioning decision tree algorithm for predicting urine culture (UC) positivity based on macroscopic and microscopic urinalysis (UA)…”
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A Symptom-based Disease Diagnosis: A Pre-Classification ML Approach by Rohith, Suram, Kalaiselvi, K., Jawanth Reddy, K., Venkata Rami Reddy, V.J.

“…In emergency hospitals, the hospital conveyance framework is seen as an important component of the clinical, financial, and executive well-being areas. This…”
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A Robust Estimation of Blasting-Induced Flyrock Using Machine Learning Decision Tree Algorithms: Random Forest, Gradient Boosting Machine, and XGBoost by Mohammed, Bouhannache, Hamza, Cheniti

“… This paper presents three machine learning decision tree algorithms that were implemented to predict blasting-induced flyrock…”
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A Two-Gene Signature for Tuberculosis Diagnosis in Persons With Advanced HIV by Kulkarni, Vandana, Queiroz, Artur T. L., Sangle, Shashi, Kagal, Anju, Salvi, Sonali, Gupta, Amita, Ellner, Jerrold, Kadam, Dileep, Rolla, Valeria C., Andrade, Bruno B., Salgame, Padmini, Mave, Vidya

“… The machine-learning decision-tree algorithm selected gene expression values from RAB20…”
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Shared Neuromuscular Performance Traits in Military Personnel with Prior Concussion by Eagle, Shawn R, Kontos, Anthony P, Mi, Q I, Flanagan, Shawn D, Nindl, Bradley C, Beals, Kim, Connaboy, Chris

“…Concussions are common in military personnel and may result in increased risk of musculoskeletal injury. One plausible explanation for this risk could be that…”
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QTAIM Atomic Charge and Polarization Parameters and Their Machine-Learning Transference among Boron-Halide Molecules by Duarte, Leonardo J, Bruns, Roy E

“…Atomic charges are invariant for out-of-plane distortions, making their molecular vibrations enticing for electronic structure studies. Of planar molecules,…”
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Intelligent prediction of RBC demand in trauma patients using decision tree methods by Feng, Yan-Nan, Xu, Zhen-Hua, Liu, Jun-Ting, Sun, Xiao-Lin, Wang, De-Qing, Yu, Yang

“…’ experience and trauma scoring system; therefore, it cannot be accurately predicted. In this study, a machine learning decision tree algorithm…”
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Efficacy assessment of ticagrelor versus clopidogrel in Chinese patients with acute coronary syndrome undergoing percutaneous coronary intervention by data mining and machine‐learning decision tree approaches by Xue, Ying, Hu, Ziheng, Jing, Yankang, Wu, Hongyi, Li, Xiaoye, Wang, Junmei, Seybert, Amy, Xie, Xiangqun, Lv, Qianzhou

“…What is known and Objective Although ticagrelor has been well‐known to improve clinical outcomes in patients undergoing percutaneous coronary intervention…”
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Detection of tropical cyclone genesis via quantitative satellite ocean surface wind pattern and intensity analyses using decision trees by Park, Myung-Sook, Kim, Minsang, Lee, Myong-In, Im, Jungho, Park, Seonyoung

“…Microwave remote sensing can be used to measure ocean surface winds, which can be used to detect tropical cyclone (TC) formation in an objective and…”
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Design and Development of Diagnostic Chabot for supporting Primary Health Care Systems by Kidwai, Bushra, RK, Nadesh

“… To make healthcare system more interactive a diagnostic Chabot is designed and developed using latest algorithms in machine learning, decision tree algorithm to help the user to form a diagnosis…”
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Amplitude scintillation detection with geodetic GNSS receivers leveraging machine learning decision tree by Li, Wang, Jiang, Yiping, Ji, Hongyuan, Wei, Wenqiang

“… scintillation events utilizing the measurements collected with geodetic GNSS receivers. The proposed detection method relies on a pre-trained machine learning decision tree…”
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Optimizing the Layout of Service Facilities for Older People Based on POI Data and Machine Learning: Guangzhou City as an Example by Feng, Huicheng, Tang, Xiaoxiang, Zou, Cheng

“…) data and the ID3 machine learning decision tree algorithm to train a site selection model for service facilities for older people…”
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To Ameliorate Classification Accuracy using Ensemble Distributed Decision Tree (DDT) Vote Approach: An Empirical discourse of Geographical Data Mining by Fayaz, Sheikh Amir, Zaman, Majid, Butt, Muheet Ahmed

“… The machine learning Decision tree algorithm applied on the Kashmir province dataset generates the accuracy of 81.54…”
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Tool Wear Classification Using Decision Treesin Stone Drilling Applications: A Preliminary Study by Klaic, Miho, Staroveski, Tomislav, Udiljak, Toma

“…Process parameters of stone drilling with a small diameter twist drill were used to predict tool wear by means of a machine learning decision tree algorithm…”
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Design of sports multimedia teaching platform based on machine learning by Luo, Changwei

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Real-time implementation of an IoT-based intelligent source allocation system using machine learning technique in a commercial building by Kumar, V. Suresh, Parameswari, S., Raja, S. Charles, Karthick, T.

“…Building Energy Management is one of the prominent means of devising building-specific energy strategy and most of the research studies address the approach…”
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Regional multi-objective calibration for distributed hydrological modelling: a decision tree based approach by Pesce, Matteo, Viglione, Alberto, von Hardenberg, Jost, Tarasova, Larisa, Basso, Stefano, Merz, Ralf, Parajka, Juraj, Tong, Rui

“…) approach, based on a machine learning decision tree algorithm, for the regional calibration of the TUWmodel over North-Western Italy…”
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Intelligent prediction of RBC demand in trauma patients using decision tree methods by Yan-Nan Feng, Zhen-Hua Xu, Jun-Ting Liu, Xiao-Lin Sun, De-Qing Wang, Yang Yu

“…; therefore, it cannot be accurately predicted. In this study, a machine learning decision tree algorithm…”
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Design and Fabrication of Micro-binary Diffractive Optical Elements to Generate Airy Beams Using a Versatile Direct Laser Lithography Machine by Hieu Tran Doan Trung, Young-Sik Ghim, Hyug-Gyo Rhee

“… Following this, a laser writing path is generated through a machine learning decision tree algorithm…”
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