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1دورية أكاديمية
المؤلفون: Wissam Shalish, Lara J. Kanbar, Smita Rao, Carlos A. Robles-Rubio, Lajos Kovacs, Sanjay Chawla, Martin Keszler, Doina Precup, Karen Brown, Robert E. Kearney, Guilherme M. Sant’Anna
المصدر: BMC Pediatrics, Vol 17, Iss 1, Pp 1-15 (2017)
مصطلحات موضوعية: Extubation readiness, Clinical predictors, Cardiorespiratory behavior, Heart rate variability, Respiratory variability, Biomedical signal processing, Pediatrics, RJ1-570
وصف الملف: electronic resource
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2دورية أكاديميةImplementation of Machine Learning Pipelines for Clinical Practice: Development and Validation Study
المؤلفون: Lara J Kanbar, Benjamin Wissel, Yizhao Ni, Nathan Pajor, Tracy Glauser, John Pestian, Judith W Dexheimer
المصدر: JMIR Medical Informatics, Vol 10, Iss 12, p e37833 (2022)
مصطلحات موضوعية: Computer applications to medicine. Medical informatics, R858-859.7
وصف الملف: electronic resource
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المؤلفون: Lara J. Kanbar, Judith W. Dexheimer, Janet Zahner, Evanette K. Burrows, Robert Chatburn, Amanda Messinger, Christopher D. Baker, Christine L. Schuler, Dan Benscoter, Raouf Amin, Nathan Pajor
المصدر: Pediatric Pulmonology. 58:433-440
مصطلحات موضوعية: Pulmonary and Respiratory Medicine, Pediatrics, Perinatology and Child Health
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المؤلفون: Lara J. Kanbar, Wissam Shalish, Charles C. Onu, Samantha Latremouille, Lajos Kovacs, Martin Keszler, Sanjay Chawla, Karen A. Brown, Doina Precup, Robert E. Kearney, Guilherme M. Sant’Anna
المصدر: Pediatric Research. 93:1041-1049
مصطلحات موضوعية: Pediatrics, Perinatology and Child Health
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المؤلفون: Lara J, Kanbar, Wissam, Shalish, Charles C, Onu, Samantha, Latremouille, Lajos, Kovacs, Martin, Keszler, Sanjay, Chawla, Karen A, Brown, Doina, Precup, Robert E, Kearney, Guilherme M, Sant'Anna
المصدر: Pediatric research.
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المؤلفون: Lara J. Kanbar, Karen A. Brown, Lajos Kovacs, Bogdan Panaitescu, Guilherme M. Sant'Anna, Sanjay Chawla, Alyse Laliberte, Robert E. Kearney, Wissam Shalish, Martin Keszler, Smita Rao, Doina Precup
المصدر: Pediatric Research. 83:969-975
مصطلحات موضوعية: Male, Pediatrics, medicine.medical_specialty, medicine.medical_treatment, Birth weight, Population, Gestational Age, Airway Extubation, Pattern Recognition, Automated, 03 medical and health sciences, 0302 clinical medicine, Risk Factors, 030225 pediatrics, Intubation, Intratracheal, medicine, Humans, Intubation, Longitudinal Studies, Prospective Studies, 030212 general & internal medicine, Prospective cohort study, education, education.field_of_study, Models, Statistical, Receiver operating characteristic, business.industry, Extremely preterm, Infant, Newborn, Infant, Gestational age, Respiration, Artificial, Hospitalization, ROC Curve, Infant, Extremely Premature, Pediatrics, Perinatology and Child Health, Female, business, Algorithms
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المؤلفون: Lara J. Kanbar, Wissam Shalish, Guilherme M. Sant'Anna, Karen A. Brown, Samantha Latremouille, Smita Rao, Robert E. Kearney
المصدر: Pediatric Research
مصطلحات موضوعية: Male, Time Factors, medicine.medical_treatment, Birth weight, Gestational Age, medicine.disease_cause, 03 medical and health sciences, 0302 clinical medicine, 030225 pediatrics, Fraction of inspired oxygen, medicine, Birth Weight, Cannula, Humans, Infant, Very Low Birth Weight, Continuous positive airway pressure, Prospective Studies, Respiratory system, Device Removal, Clinical Research Article, Respiratory Distress Syndrome, Newborn, Cross-Over Studies, Noninvasive Ventilation, Continuous Positive Airway Pressure, business.industry, Infant, Newborn, Quebec, Infant, Gestational age, Cardiorespiratory fitness, Crossover study, Treatment Outcome, Anesthesia, Infant, Extremely Premature, Pediatrics, Perinatology and Child Health, Airway Extubation, Respiratory Mechanics, Female, business, Nasal cannula, Ventilator Weaning, Infant, Premature, 030217 neurology & neurosurgery
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المؤلفون: Guilherme M. Sant'Anna, Lara J. Kanbar, Philippe Lamer, Wissam Shalish, Robert E. Kearney, Samantha Latremouille, Smita Rao
المصدر: Pediatric pulmonology. 54(6)
مصطلحات موضوعية: Pulmonary and Respiratory Medicine, Male, Birth weight, medicine.medical_treatment, medicine.disease_cause, 03 medical and health sciences, 0302 clinical medicine, Heart Rate, 030225 pediatrics, Medicine, Heart rate variability, Cannula, Humans, Continuous positive airway pressure, Cross-Over Studies, Continuous Positive Airway Pressure, business.industry, Extremely preterm, Infant, Newborn, Gestational age, Infant, Crossover study, 030228 respiratory system, Anesthesia, Pediatrics, Perinatology and Child Health, Airway Extubation, Female, business, High flow, Nasal cannula
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المؤلفون: Doina Precup, Robert E. Kearney, Guilherme M. SantrAnna, Wissam Shalish, Lara J. Kanbar, Charles C. Onu, Karen A. Brown
المصدر: EMBC
مصطلحات موضوعية: Signal Processing (eess.SP), FOS: Computer and information sciences, medicine.medical_specialty, Computer Science - Machine Learning, medicine.medical_treatment, Decision tree, Machine Learning (stat.ML), Endotracheal intubation, Data imbalance, Machine Learning (cs.LG), 03 medical and health sciences, 0302 clinical medicine, Statistics - Machine Learning, 030225 pediatrics, FOS: Electrical engineering, electronic engineering, information engineering, Intubation, Intratracheal, medicine, Humans, 030212 general & internal medicine, Electrical Engineering and Systems Science - Signal Processing, Intensive care medicine, Mechanical ventilation, Extremely preterm, Decision Trees, Infant, Newborn, Infant, Cardiorespiratory fitness, Respiration, Artificial, Random forest, Undersampling, Infant, Extremely Premature, Airway Extubation, Ventilator Weaning
URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::120daab11e135f8d96ceb8b987324eb8
http://arxiv.org/abs/1808.07992 -
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المؤلفون: Wissam Shalish, Guilherme M. Sant'Anna, Karen A. Brown, Robert E. Kearney, Lara J. Kanbar, Doina Precup, Charles C. Onu
المصدر: SSCI
مصطلحات موضوعية: Mechanical ventilation, Signal Processing (eess.SP), FOS: Computer and information sciences, medicine.medical_specialty, Computer Science - Machine Learning, Extubation failure, Computer science, medicine.medical_treatment, Extremely preterm, Joint likelihood, Machine Learning (stat.ML), Machine Learning (cs.LG), 03 medical and health sciences, 0302 clinical medicine, Statistics - Machine Learning, 030225 pediatrics, Emergency medicine, medicine, Breathing, FOS: Electrical engineering, electronic engineering, information engineering, Intubation, Observational study, 030212 general & internal medicine, Electrical Engineering and Systems Science - Signal Processing
URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::8486bd834db30cff79b8118f9f859b20