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Improving the Diagnostic Ability of Oximetry Recordings in Pediatric Sleep Apnea-Hypopnea Syndrome by Means of Multi-Class AdaBoost

Fernando Vaquerizo-Villar, Daniel Alvarez, Leila Kheirandish-Gozal, Gonzalo C. Gutierrez-Tobal, Veronica Barroso-Garcia, Andrea Crespo, Felix del Campo, David Gozal, Roberto Hornero
2018 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)  
Due to the drawbacks of overnight polysomnography (PSG), the gold standard diagnosis technique, automated analysis of nocturnal oximetry has emerged as a simplified alternative.  ...  Therefore, AdaBoost could help to enhance the diagnostic ability of the oximetry signal to assess pediatric SAHS severity.  ...  In addition, other features different from bispectral analysis may also gather complementary information to simplify SAHS diagnosis through SpO2 signal.  ... 
doi:10.1109/embc.2018.8512264 pmid:30441742 fatcat:zxk3zwsj4behjm7ificvbmwlam

Oximetry use in obstructive sleep apnea

Félix del Campo, Andrea Crespo, Ana Cerezo-Hernández, Gonzalo C. Gutiérrez-Tobal, Roberto Hornero, Daniel Álvarez
2018 Expert Review of Respiratory Medicine  
Nevertheless, exhaustive analyses are still needed to further assess unattended oximetry monitoring as a single diagnostic test for sleep apnea, particularly in the pediatric population and in especial  ...  Overnight oximetry has been proposed as an accessible, simple, and reliable technique for obstructive sleep apnea syndrome (OSAS) diagnosis.  ...  Nevertheless, exhaustive analyses are still needed to further assess unattended oximetry monitoring as a single diagnostic test for sleep apnea, particularly in the pediatric population and in especial  ... 
doi:10.1080/17476348.2018.1495563 pmid:29972344 fatcat:l6tdd5uijrf3bi4inxmfjhwgay

Wavelet analysis of oximetry recordings to assist in the automated detection of moderate-to-severe pediatric sleep apnea-hypopnea syndrome

Fernando Vaquerizo-Villar, Daniel Álvarez, Leila Kheirandish-Gozal, Gonzalo C. Gutiérrez-Tobal, Verónica Barroso-García, Andrea Crespo, Félix del Campo, David Gozal, Roberto Hornero, Elisabete Aramendi
2018 PLoS ONE  
The gold standard for pediatric sleep apnea hypopnea syndrome (SAHS) is overnight polysomnography, which has several limitations. Thus, simplified diagnosis techniques become necessary.  ...  Assessment of Feature Selection and Classification Approaches To Enhance Information From Overnight Oximetry in the Context of Apnea Diagnosis.  ...  Wavelet analysis of oximetry recordings to assist in moderate-to-severe pediatric sleep apnea detection PLOS ONE | https://doi.org/10.1371/journal.pone. 0208502 December 7, 2018 2 / 18 Educación de  ... 
doi:10.1371/journal.pone.0208502 pmid:30532267 pmcid:PMC6286069 fatcat:vh7s677vovbzvhd4nhkzncu2eu

Perioperative Management of Patients with Down Syndrome: A Review

Mariana Brito Oliveira, Humberto S Machado
2018 Journal of Anesthesia & Clinical Research  
Airway and respiratory tract conditions, such as aspiration pneumonia, obstructive sleep apnea, congenital tracheal stenosis, and recurrent infections, are common.  ...  Performing an X-ray looking for cervical instability is a controversial topic.  ...  For example, piracetam, promoted as a substance to enhance cognitive function, also acts as a platelet inhibitor, what increases the bleeding risk at a surgery.  ... 
doi:10.4172/2155-6148.1000816 fatcat:pg2skbiflvb5tln6yhkreq44fm

Joint Annual Meeting of the, Swiss Society of Pneumology, Swiss Society of Pediatric Pneumology, Swiss Society for Thoracic Surgery, Swiss Underwater and Hyperbaric Medical Society, Crans-Montana, April 25–27, 2012

2012 Respiration  
In this study, we present a microfluidic system equipped with a thin stretchable membrane able to mimic the mechanical stress of the alveolar membrane.  ...  Recent advances in microfabrication technology make it possible to mimic the blood stream by perfusing continuously a cell culture, and even reproducing the mechanical movements of the lung by using thin  ...  P19 The Impact of Obstructive Sleep Apnea on Aortic Disease in Marfan's Syndrome Methods: In patients with Marfan's syndrome, a sleep study was performed at baseline and OSA was defined as an apnea/ hypopnea  ... 
doi:10.1159/000337694 pmid:22584212 fatcat:g3emvemzbfehhiungy7gcg2cie

Acute compartment syndrome: Are we close to making an early diagnosis?*

H Erhan Dincer
2008 Critical Care Medicine  
These monitors, such as the bispectral index type, while far from perfect, have given clinicians a new tool to monitor their patients.  ...  Jugular bulb oximetry, a global reflection of the brain metabolic status, cannot be maintained in situ for prolonged periods (3).  ...  Decisions for steroid use in the circumstance of unre-solving ARDS need to be individualized and steroids should not routinely be used in this circumstance as no survival advantage was demonstrated in  ... 
doi:10.1097/ccm.0b013e318176129c pmid:18520653 fatcat:pbpq4jqrizcrphrcqmpy2kvkde

Pediatric delirium: A new diagnostic challenge of which to be aware*

Werther Brunow de Carvalho, Marcelo Cunio Machado Fonseca
2008 Critical Care Medicine  
These monitors, such as the bispectral index type, while far from perfect, have given clinicians a new tool to monitor their patients.  ...  Jugular bulb oximetry, a global reflection of the brain metabolic status, cannot be maintained in situ for prolonged periods (3).  ...  Decisions for steroid use in the circumstance of unre-solving ARDS need to be individualized and steroids should not routinely be used in this circumstance as no survival advantage was demonstrated in  ... 
doi:10.1097/ccm.0b013e318176aeba pmid:18520669 fatcat:iaoiunpxhfad7carkchxrjhgzi

Sleep and breathing: The impact of mechanical ventilation on the quality of sleep*

Michelle Cao, Priscilla S. A. Sarinas
2008 Critical Care Medicine  
These monitors, such as the bispectral index type, while far from perfect, have given clinicians a new tool to monitor their patients.  ...  Jugular bulb oximetry, a global reflection of the brain metabolic status, cannot be maintained in situ for prolonged periods (3).  ...  Decisions for steroid use in the circumstance of unre-solving ARDS need to be individualized and steroids should not routinely be used in this circumstance as no survival advantage was demonstrated in  ... 
doi:10.1097/ccm.0b013e3181761260 pmid:18520652 fatcat:222fhq47cffdrktup7rh7yrehe

Burden of psychological symptoms and illness in family of critically ill patients: What is the relevance for critical care clinicians?*

Erin K. Kross, J Randall Curtis
2008 Critical Care Medicine  
These monitors, such as the bispectral index type, while far from perfect, have given clinicians a new tool to monitor their patients.  ...  Jugular bulb oximetry, a global reflection of the brain metabolic status, cannot be maintained in situ for prolonged periods (3).  ...  Decisions for steroid use in the circumstance of unre-solving ARDS need to be individualized and steroids should not routinely be used in this circumstance as no survival advantage was demonstrated in  ... 
doi:10.1097/ccm.0b013e31817616c0 pmid:18520648 fatcat:vpehgjg3yfca7pjobhhu3avy7m

Calcium sensitizing in sepsis: Is levosimendan on the right path?*

Christian Ertmer, Andrea Morelli, Martin Westphal
2008 Critical Care Medicine  
These monitors, such as the bispectral index type, while far from perfect, have given clinicians a new tool to monitor their patients.  ...  Jugular bulb oximetry, a global reflection of the brain metabolic status, cannot be maintained in situ for prolonged periods (3).  ...  Decisions for steroid use in the circumstance of unre-solving ARDS need to be individualized and steroids should not routinely be used in this circumstance as no survival advantage was demonstrated in  ... 
doi:10.1097/ccm.0b013e318176a807 pmid:18520666 fatcat:jnun34kvvbfvxjg552asjcddvm

Death by TPN … the final chapter?*

Paul E. Marik
2008 Critical Care Medicine  
These monitors, such as the bispectral index type, while far from perfect, have given clinicians a new tool to monitor their patients.  ...  Jugular bulb oximetry, a global reflection of the brain metabolic status, cannot be maintained in situ for prolonged periods (3).  ...  Decisions for steroid use in the circumstance of unre-solving ARDS need to be individualized and steroids should not routinely be used in this circumstance as no survival advantage was demonstrated in  ... 
doi:10.1097/ccm.0b013e31817612d6 pmid:18520654 fatcat:hdvifdadqfaxjl3a76wmse52p4

Hypothermia and coronary intervention after cardiac arrest: Thawing a cool relationship?*

Benjamin S. Abella
2008 Critical Care Medicine  
These monitors, such as the bispectral index type, while far from perfect, have given clinicians a new tool to monitor their patients.  ...  Jugular bulb oximetry, a global reflection of the brain metabolic status, cannot be maintained in situ for prolonged periods (3).  ...  Decisions for steroid use in the circumstance of unre-solving ARDS need to be individualized and steroids should not routinely be used in this circumstance as no survival advantage was demonstrated in  ... 
doi:10.1097/ccm.0b013e318176a874 pmid:18520656 fatcat:ijjuloh4afc25bh24yy6vdg7xm

Steroid therapy of septic shock: The decision is in the eye of the beholder

R Phillip Dellinger
2008 Critical Care Medicine  
These monitors, such as the bispectral index type, while far from perfect, have given clinicians a new tool to monitor their patients.  ...  Jugular bulb oximetry, a global reflection of the brain metabolic status, cannot be maintained in situ for prolonged periods (3).  ...  Decisions for steroid use in the circumstance of unre-solving ARDS need to be individualized and steroids should not routinely be used in this circumstance as no survival advantage was demonstrated in  ... 
doi:10.1097/ccm.0b013e31817d7ee4 pmid:18520670 fatcat:762zxnf4kfakph2qngu4cq7eeu

Echoes of the past?*

Richard Beale
2008 Critical Care Medicine  
These monitors, such as the bispectral index type, while far from perfect, have given clinicians a new tool to monitor their patients.  ...  Jugular bulb oximetry, a global reflection of the brain metabolic status, cannot be maintained in situ for prolonged periods (3).  ...  Decisions for steroid use in the circumstance of unre-solving ARDS need to be individualized and steroids should not routinely be used in this circumstance as no survival advantage was demonstrated in  ... 
doi:10.1097/ccm.0b013e3181761147 pmid:18520645 fatcat:4wofjndptrcgrpdhbeohxjzwwm

Growth hormone to catabolic patients revisited*

Jan Wernerman
2008 Critical Care Medicine  
These monitors, such as the bispectral index type, while far from perfect, have given clinicians a new tool to monitor their patients.  ...  Jugular bulb oximetry, a global reflection of the brain metabolic status, cannot be maintained in situ for prolonged periods (3).  ...  Decisions for steroid use in the circumstance of unre-solving ARDS need to be individualized and steroids should not routinely be used in this circumstance as no survival advantage was demonstrated in  ... 
doi:10.1097/ccm.0b013e318176aa4a pmid:18520646 fatcat:wdnyj4qu3ndoxecb3oqnxo7kai
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