Search Results - "predictive modelling"

A Prediction Model for Peak Expiratory Flow Derived From Venous Blood Biomarkers and Clinical Factors in Amyotrophic Lateral Sclerosis by Xianghua He, Xianghua He, Jiaming Feng, Xue Cong, Hongyan Huang, Quanzhen Zhao, Qiuyan Shen, Fang Xu, Yanming Xu

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Tuberculosis and osteoporotic fracture risk: development of individualized fracture risk estimation prediction model using a nationwide cohort study by Hayoung Choi, Jungeun Shin, Jin-Hyung Jung, Kyungdo Han, Wonsuk Choi, Han Rim Lee, Han Rim Lee, Jung Eun Yoo, Yohwan Yeo, Hyun Lee, Dong Wook Shin, Dong Wook Shin

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A machine learning strategy for the identification of key in silico descriptors and prediction models for IgG monoclonal antibody developability properties by Andrew B. Waight, David Prihoda, Rojan Shrestha, Kevin Metcalf, Marc Bailly, Marco Ancona, Talal Widatalla, Zachary Rollins, Alan C Cheng, Danny A. Bitton, Laurence Fayadat-Dilman

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Predictive Modeling of Factors Influencing Adherence to SGLT-2 Inhibitors in Ambulatory Care: Insights from Prescription Claims Data Analysis by Nadia Khartabil, Candis M. Morello, Etienne Macedo

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A predictive model for social participation of middle-aged and older adult stroke survivors: the China Health and Retirement Longitudinal Study by Yan Liu, Tian Li, Linlin Ding, ZhongXiang Cai, Shuke Nie

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The Random Forest Model Has the Best Accuracy Among the Four Pressure Ulcer Prediction Models Using Machine Learning Algorithms by Song J, Gao Y, Yin P, Li Y, Li Y, Zhang J, Su Q, Fu X, Pi H

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Spatiotemporal variation in risk of Shigella infection in childhood: a global risk mapping and prediction model using individual participant data by Hamada S Badr, PhD, Josh M Colston, PhD, Nhat-Lan H Nguyen, BA, Yen Ting Chen, MD, Eleanor Burnett, MPH, Syed Asad Ali, MPH, Ajit Rayamajhi, MD, Syed M Satter, MPH, Nguyen Van Trang, PhD, Daniel Eibach, PD, Ralf Krumkamp, DrPH, Jürgen May, MD, Ayola Akim Adegnika, PhD, Gédéon Prince Manouana, PhD, Peter Gottfried Kremsner, MD, Roma Chilengi, MSc, Luiza Hatyoka, PhD, Amanda K Debes, PhD, Jerome Ateudjieu, PhD, Abu S G Faruque, MPH, M Jahangir Hossain, MSc, Suman Kanungo, PhD, Karen L Kotloff, MD, Inácio Mandomando, PhD, M Imran Nisar, PhD, Richard Omore, PhD, Samba O Sow, MSc, Anita K M Zaidi, SM, Nathalie Lambrecht, PhD, Bright Adu, PhD, Nicola Page, MPH, James A Platts-Mills, MD, Cesar Mavacala Freitas, MD, Tuula Pelkonen, PhD, Per Ashorn, PhD, Kenneth Maleta, PhD, Tahmeed Ahmed, PhD, Pascal Bessong, PhD, Zulfiqar A Bhutta, PhD, Carl Mason, MD, Estomih Mduma, PhD, Maribel P Olortegui, MPH, Pablo Peñataro Yori, MPH, Aldo A M Lima, PhD, Gagandeep Kang, PhD, Jean Humphrey, ScD, Robert Ntozini, MPH, Andrew J Prendergast, DPhil, Kazuhisa Okada, PhD, Warawan Wongboot, PhD, Nina Langeland, PhD, Sabrina J Moyo, PhD, James Gaensbauer, MD, Mario Melgar, MD, Matthew Freeman, PhD, Anna N Chard, MPH, Vonethalom Thongpaseuth, MD, Eric Houpt, MD, Benjamin F Zaitchik, PhD, Margaret N Kosek, MD

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Development and Validation of a Machine Learning-Based Early Warning Model for Lichenoid Vulvar Disease: Prediction Model Development Study by Jian Meng, Xiaoyu Niu, Can Luo, Yueyue Chen, Qiao Li, Dongmei Wei

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Application Value of Predictive Model Based on Maternal Coagulation Function and Glycolipid Metabolism Indicators in Early Diagnosis of Gestational Diabetes Mellitus by Ying Zheng, Weiwei Hou, Jing Xiao, Hongling Huang, Wenqiang Quan, Yu Chen

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Structured data vs. unstructured data in machine learning prediction models for suicidal behaviors: A systematic review and meta-analysis by Danielle Hopkins, Debra J. Rickwood, David J. Hallford, Clare Watsford

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Development a prediction model for identifying bacterial meningitis in young infants aged 29-90 days: a retrospective analysis by Jiahui Wu, Ting Shi, Yongfei Yue, Xiaoxing Kong, Fangfang Cheng, Yanqun Jiang, Yuanxi Bian, Jianmei Tian

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Predictive Modeling of Antioxidant Coumarin Derivatives Using Multiple Approaches: Descriptor-Based QSAR, 3D-Pharmacophore Mapping, and HQSAR by Indrani MITRA, Achintya SAHA, Kunal ROY

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Simultaneous measurement of total transcutaneous bilirubin on forehead and chest as a predictive model for total serum bilirubin in premature and term newborns by María Esther Martínez Mercado, Luis Fernando Torres Bernal, Javier Góngora Ortega, María del Rosario Sánchez Ortiz, José Antonio Guerrero Díaz de León

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A Prediction Model to Identify Clinically Relevant Medication Discrepancies at the Emergency Department (MED-REC Predictor): Development and Validation Study by Greet Van De Sijpe, Matthias Gijsen, Lorenz Van der Linden, Stephanie Strouven, Eline Simons, Emily Martens, Nele Persan, Veerle Grootaert, Veerle Foulon, Minne Casteels, Sandra Verelst, Peter Vanbrabant, Sabrina De Winter, Isabel Spriet

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Establishment of the early prediction models of low-birth-weight reveals influential genetic and environmental factors: a prospective cohort study by Satoshi Mizuno, Satoshi Nagaie, Gen Tamiya, Shinichi Kuriyama, Taku Obara, Mami Ishikuro, Hiroshi Tanaka, Kengo Kinoshita, Junichi Sugawara, Masayuki Yamamoto, Nobuo Yaegashi, Soichi Ogishima

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Electronic Health Record-Based Absolute Risk Prediction Model for Esophageal Cancer in the Chinese Population: Model Development and External Validation by Yuting Han, Xia Zhu, Yizhen Hu, Canqing Yu, Yu Guo, Dong Hang, Yuanjie Pang, Pei Pei, Hongxia Ma, Dianjianyi Sun, Ling Yang, Yiping Chen, Huaidong Du, Min Yu, Junshi Chen, Zhengming Chen, Dezheng Huo, Guangfu Jin, Jun Lv, Zhibin Hu, Hongbing Shen, Liming Li

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Risk Factors and Predictive Models for Peripherally Inserted Central Catheter Unplanned Extubation in Patients With Cancer: Prospective, Machine Learning Study by Jinghui Zhang, Guiyuan Ma, Sha Peng, Jianmei Hou, Ran Xu, Lingxia Luo, Jiaji Hu, Nian Yao, Jiaan Wang, Xin Huang

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Application of Ligand- and Structure-Based Prediction Models for the Design of Alkylhydrazide-Based HDAC3 Inhibitors as Novel Anti-Cancer Compounds by Emre F. Bülbül, Dina Robaa, Ping Sun, Fereshteh Mahmoudi, Jelena Melesina, Matthes Zessin, Mike Schutkowski, Wolfgang Sippl

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Infection Risk Prediction Model for COVID-19 Based on an Analysis of the Settlement of Particles Generated during Dental Procedures in Dental Clinics by Paula Alejandra Baldion, Henry Oliveros Rodríguez, Camilo Alejandro Guerrero, Alberto Carlos Cruz, Diego Enrique Betancourt

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Attributable risk of all-cause mortality in hypertensive adults based on disease risk prediction model: A Chinese cohort study by Weiwei Sun, Yanhong Huo, Qingqing Liu, Andrew C. Ahn, Jingwei Zhou, Ruichao Yu, Zhenjie Chen, Yaoxian Wang, Hongfang Liu

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