Year in Review. Outline of Lecture
|
|
- Trevor Atkinson
- 5 years ago
- Views:
Transcription
1 Year in Review Allan I. Pack, M.B.Ch.B., Ph.D. The John Miclot Professor of Medicine Division of Sleep Medicine/Department of Medicine Center for Sleep and Circadian Neurobiology University of Pennsylvania Perelman School of Medicine Philadelphia, Pennsylvania Outline of Lecture Sleep disorders and neurodegeneration New insights from pediatric sleep apnea Sleep medicine in transition New treatment modalities for OSA
2 Sleep-Disordered Breathing A Risk Factor for Development of Mild Cognitive Impairment or Dementia in Older Women (Yaffe K et al, JAMA 306:613, 2011) OR (95% CI) Apnea-hypopnea index >15 events/hour 1.85 ( ) Oxygen desaturation index 1.71 ( ) (ODI >15 events/hour) No association with arousal index Hence, likely related to intermittent hypoxia Cyclical Intermittent Hypoxia and Sleep Deprivation Both Lead to Upregulation of Unfolded Protein Response (UPR) in Mouse Brain UPR occurs in response to stress in endoplasmic reticulum (ER) UPR occurs when there are misfolded proteins proteins are normally folded in ER UPR is mechanism to protect from aggregation of misfolded proteins THERE IS A BIOLOGY AS TO WHY INTERMITTENT HYPOXIA AND SLEEP LOSS COULD ACCELERATE DEVELOPMENT OF DISORDERS OF PROTEIN AGGREGATION (For review, see Naidoo N, Sleep Med Rev 13:195, 2009)
3 Sleep Loss Can Accelerate Development of Neurodegenerative Disease (Kang JE, et al, Science 326:1005, 2009) Control Sleep Reduction Plaques in a mouse model of Alzheimer s disease B/C = Olfactory bulb D/E = Piriform cortex F/G = Entorhinal cortex Question Final Level Amyloid Plaque Burden Years Start of mild cognitive impairment Could early identification of OSA and treatment alter pre-clinical course of Alzheimer s disease (slope of disease progression)
4 New Insights from Studies in Pediatric Sleep Apnea Childhood Adenotonsillectomy Trial (CHAT) (Redline S et al, Sleep 39:1509, 2011) Description of trial design and conduct Proposed n=460 (6 sites) Age: years Pediatric sleep apnea OAI 1 or AH 2 on sleep study and Parental report of habitual snoring >3 nights/week Tonsillar hypertrophy 1 (based on scale 0-4) Deemed to be surgical candidate TO BE RANDOMIZED INTO SURGERY OR WATCHFUL WAITING (7 MONTHS)
5 Childhood Adenotonsillectomy Trial (CHAT) (Redline S et al, Sleep 39:1509, 2011) Primary outcome: Attention/Executive Function Secondary and Mediator Outcomes Sleep apnea: AHI; % of total sleep time with SpO2 >92% Sleep symptoms and QoL: Pediatric Sleep Questionnaire (total score, SRBDS); OSAS-18 (total score); modified Epworth Sleepiness Scale Cognition: GCA total score from DAS-2 Behavior: Regulation Total Score from BRIEF; ADHD Index from the Connors Rating Scale Metabolic: CRP; HOMA-IR Anthropometry: Change in height, weight, and BMI percentiles Blood pressure: mean arterial pressure Generic Quality of Life: PedsQL (total score) Is Childhood Adenotonsillectomy Trial (CHAT) A Model for Other Multi-Center Surgical Studies? When will our adult surgical colleagues follow suit?
6 Epigenetic Mechanisms Methylation Can Be Permanent and Passed to Next Generation Histone Modification More Dynamic DNA Methylation in Inflammatory Genes Among Children with OSA (Kim J et al, AJRCCM 185:330, 2012) Hypermethylation of FOXP3 INITIAL DISCOVERY STRATEGY FOLLOWED BY VALIDATION
7 Lab Approach to Diagnosis and Treatment of OSA vs. Approach in the Home The plot thickens Noninferiority of Ambulatory Management of Obstructive Sleep Apnea (Kuna ST et al, AJRCCM 183:1238, 2011) Referral for OSA randomized into in-home or in-lab pathway In-lab (AHI=47.3±29.4) Home Pathway (AHI=42.9±23.2) PSG Home diagnostic study CPAP titration Auto-CPAP at home (4-5 nights) 1-month follow-up (n=92) 3-month follow-up (n=88) Fixed CPAP 1-month follow-up (n=103) 3-month follow-up (n=96) OUTCOMES: FOSQ, SF12, Epworth, PVT, CES-D and CPAP adherence
8 Noninferiority of Ambulatory Management of Obstructive Sleep Apnea (Kuna ST et al, AJRCCM 183:1238, 2011) Changes in Some Outcomes Home Group Lab Group Differences in change scores between groups FOSQ 1.74±2.81* 1.85±2.46* NS Epworth -2.6±5.2* -2.9±4.4* NS *All p< Noninferiority of Ambulatory Management of Obstructive Sleep Apnea (Kuna ST et al, AJRCCM 183:1238, 2011) CPAP Adherence Data Lab Home Mean CPAP use was higher in home group (p=0.08); CPAP pressure was higher in home group (p<0.001) (11.1±3.2 cm H 2 O compared to 9.4 ±2.9 cm H2O) QUESTION: IS CPAP TITRATION IN HOME STUDIES SUPERIOR?
9 Assessing Concordance of Decision- Making to Use CPAP or Not Based on Home Studies or In-Lab Studies (Masa J et al, AJRCCM 184:964, 2011) Large multi-center study in Spain (8 centers) Patients intermediate or high suspicion of sleep apnea-hypopnea syndrome (n=348) All patients had both home studies and lab studies (random order) at initial assessment and one month later Assessing Concordance of Decision- Making to Use CPAP or Not Based on Home Studies or In-Lab Studies (Masa J et al, AJRCCM 184:964, 2011) Decision-making agreement is decreased at AHI<25 events/hour
10 Health-Economic Analysis of Diagnostic and Therapeutic Strategies in Treatment of Moderate-to-Severe OSA (Pietzsch JB et al, Sleep 34:695, 2011) Modeled cost of different diagnostic strategies for OSA over 10 years In-lab PSG + CPAP most cost-effective! Seems counter-intuitive why? Health-Economic Analysis of Diagnostic and Therapeutic Strategies in Treatment of Moderate-to-Severe OSA (Pietzsch JB et al, Sleep 34:695, 2011) Reasons in-lab sleep study had lowest cost Patient missed would incur health care costs (CV disease, etc.) False positives by HST CPAP costs (unnecessary) Technical failures on HST all assumed lost DOUBTFUL ASSUMPTIONS (Ayas NT et al, Sleep 34:691, 2011)
11 Home Approach vs. In-lab Approach Clearly home-based approach can work Concern about home approach is more in mild-to-moderate OSA Perhaps question is not optimal both can be used where appropriate Need to develop and test a comprehensive algorithm QUESTION IS SOMEWHAT MUTE HORSE IS OUT OF THE BARN Sleep Management Solutions (SMS) - Working for Payers SMS has developed a robust solution for payers to better manage the escalating costs associated with sleep-disordered breathing via our Utilization Management (UM) services and new clinical management model. The executive team at SMS has developed multiple options for payers to choose from. Regardless of which model is chosen, each payer will realize a decrease in their annual sleep spend and an increase in the oversight of the clinical services being administered to their membership.
12 Events in Massachusetts Sleep Management Solutions got contract for exclusive management of sleep studies with small insurance plan Fallon Spread to Tufts Health Plan and Harvard Pilgrim Blue Cross in Massachusetts will adopt in next few months SMS mandates home studies For some plans they are exclusive Provider of HST and CPAP (DME) Sleep centers are now challenged financially. Many patients do not get studied. SMS goal is to cost of diagnosis. Responses American Academy of Sleep Medicine Have proposed integrated sleep center model to Medicare (CMS) Propose center provides sleep studies, including home studies and CPAP delivery Submitted grant as part of CMS Innovation Our strategy (Pack AI, J Clin Sleep Med 7:577, 2011) Focus on outcomes Seek new model of reimbursement care, bundled payment model Advocate to change accreditation make it OUTCOMES-BASED
13 Two Relatively New Therapies Hypoglossal nerve stimulation Expiratory positive airway pressure (EPAP) Hypoglossal Nerve Stimulation Acute Studies (Schwartz AR, et al, AJRCCM Dec 1, 2011, epub ahead of print) (n=30) Progressive increases in stimulation progressive increases in flow Inspiratory flow limitation abolished in 57% of patients Produced increases in flow without arousals
14 Hypoglossal Nerve Stimulation Chronic Studies (Eastwood PR et al, Sleep 34:1479, 2011); n=21 (CPAP failures) Used 89%±15% of nights Improvements from baseline to 6 months AHI: 43.1± ±16.7* Epworth score: 12.1± ±4.4* FOSQ: 14.4± ±2.2* *p< serious AEs: infection (device removed); lead dislodgement (needed replacement) Expiratory Positive Airway Pressure (EPAP) Device (Berry RB et al, Sleep 34:479, 2011) Nasal EPAP device. Single use valves are inserted into each nostril and sealed with adhesive.
15 Expiratory Positive Airway Pressure (EPAP) Device (Berry RB et al, Sleep 34:479, 2011) AHI Device (n=92) Sham (n=81) Baseline 16.7 (9.5, 26.3) 15.1 (10.3, 24.1) 1 week 7.1 (2.2, 17.1)* 13.6 (8.6, 25.8) 3 months 8.1 (3.8, 17.6)* 13.3 (5.9, 25.0) *p<0.001 Expiratory Positive Airway Pressure (EPAP) Device (Berry RB et al, Sleep 34:479, 2011) Changes in Epworth Sleepiness Score
16 Conclusions Does sleep-disordered breathing affect progression of Alzheimer s disease in preclinical stage a MAJOR QUESTION Pediatric field is taking the lead in multicenter randomized trials for surgical intervention and consideration of epigenetic changes Home diagnostic studies with auto-cpap titration at home is a viable strategy Conclusions Current sleep medicine model is challenged NEED TO CHANGE ASAP FOCUS ON OUTCOMES New therapies are emerging for OSA Hypoglossal nerve stimulation EPAP
17 YEAR IN REVIEW Allan I. Pack, M.B.Ch.B., Ph.D. Center for Sleep and Respiratory Neurobiology University of Pennsylvania Philadelphia, Pennsylvania Ayas NT, Pack A, Marra C. The demise of portable monitoring to diagnose OSA? Not so fast! Sleep 34: , An editorial on the study of Pietzch JD et al on health care economic analysis of diagnostic and therapeutic strategies for the treatment of moderate to severe OSA (Sleep 34:695, 2011). Editorial makes the point that the conclusion that in-laboratory studies are the most cost-effective strategy is based on some dubious assumptions. Berry RB, Kryger MH, Massie CA. A novel nasal expiratory positive airway pressure (EPAP) device for the treatment of obstructive sleep apnea: a randomized controlled trial. Sleep 34: , Multi-center study (19 sites) that evaluated efficacy of a novel nasal expiratory positive airway pressure device (EPAP) for treatment of OSA. Patients studied had relatively mild disease with average AHI events/hour. Compared to sham treatment over 3 months, the device improved AHI, ODI and Epworth Sleepiness Score significantly. There was high self-reported adherence. Could be option for patients with mild-tomoderate OSA who cannot tolerate CPAP. Canessa N, Castronovo V, Cappa SF, Aloia MS, Marelli S, Falini A, Alemanno F, Ferini- Strambi L. Obstructive sleep apnea: brain structural changes and neurocognitive function before and after treatment. Am J Respir Crit Care Med 183: , Investigation of 17 sleep apnea patients and 15 controls. Patients with OSA had impairments in most cognitive functions. Impairments were associated with focal reductions in grey matter volume, e.g., in the left hippocampus. With treatment, behavioral impairment improved. This improvement paralleled increases in grey matter volume in structures such as the hippocampus. Collop N, Fleishman SA. The future of sleep medicine: will you be a part of it? J Clin Sleep Med 7: , Response of the current leadership of the American Academy of Sleep Medicine to the commentary by Pack AI (J Clin Sleep Med 7: , 2011). Academy leadership argue that Pack articulated the wrong question and that for accreditation one size does not fit all. Do agree that we need to move to a field focused on outcomes of care.
18 Eastwood PR, Barnes M, Walsh JH, Maddison KJ, Hee G, Schwartz AR, Smith PL, Malhotra A, McEvoy RD, Wheatley JR, O Donoghue FJ, Rochford PD, Churchward T, Campbell MC, Palme CE, Robinson S, Goding GS, Eckert DJ, Jordan AS, Catcheside PG, Tyler L, Antic NA, Worsnop CJ, Kezirian EJ, Hillman DR. Treating obstructive sleep apnea with hypoglossal nerve stimulation. Sleep 34: , Study that assessed value of chronic use of hypoglossal nerve stimulation during sleep in 21 patients with OSA who had failed CPAP. Showed that device was used in 89% of nights. Over 6 months, there was significant improvement from baseline in AHI, Epworth Sleepiness Score and FOSQ. The mean Epworth score normalized. AHI was reduced from 43.1±17.5 to 19.5±16.7 events/hour. There were, however, two serious adverse events. There was an infection of one device that required removal. There was another patient where the lead cuff from the device became dislodged requiring replacement. Seems that this approach will need more work but could be an option for patients failing CPAP. Kim J, Bhattacharjee R, Khalyfa A, Hkeirandish-Gozal L, Capdevila OS, Wang Y, Gozal D. DNA methylation in inflammatory genes among children with obstructive sleep apnea. Am J Respir Crit Care Med 185: , First study to examine whether DNA methylation occurs in obstructive sleep apnea. Study was done in children with OSA. In children with OSA and high CRP levels there is evidence of hypermethylation of the Forkhead box P3 (FOXP3) gene. This gene regulates expression of T regulatory lymphocytes. This raises interesting concept that OSA might lead to more permanent modifications of DNA. Kimoff RJ. To treat or not to treat: can a portable monitor reliably guide decision-making in sleep apnea? Am J Respir Crit Care Med 184: , Brief editorial by John Kimoff about the important studies of JF Masa et al (AJRCCM 184:964, 2011). Points out the complexities of the study design and argues that further work is needed on use of home studies in individuals with an AHI in range of 5-30 events/hour. Kuna ST, Gurubhagavatula I, Maislin G, Hin S, Hartwig KC, McCloskey S, Hachadoorian R, Hurley S, Gupta R, Staley B, Atwood CW. Noninferiority of functional outcome in ambulatory management of obstructive sleep apnea. Am J Respir Crit Care Med 183: , Important study that shows that in patients suspected of having OSA you can obtain results that are not inferior from using an entirely home pathway for diagnosis and treatment compared to a traditional in-lab pathway. The main outcome assessed was self-report functional outcomes. The CPAP pressure found in the home group was about 2.0 cm H 2 O higher than that from lab-based titration. CPAP adherence was higher in the home group, but not significantly so. Page 2
19 Macey PM. Is brain injury in obstructive sleep apnea reversible? Sleep 35:9-10, A very helpful commentary on the study by O Donoghue FJ et al (Sleep 35:41-48, 2012). Argues that this study provides further evidence that OSA leads to injury to white matter, activation of glia and inflammatory change in hippocampus. Inflammatory changes resolve with CPAP therapy but white matter injury persists. Masa JF, Corral J, Pereira R, Duran-Cantolla J, Cabello M, Hernandez-Blasco L, Monasterio C, Alonso A, Chiner E, Zamorano J, Aizpuru F, Montserrat JM, Spanish Sleep Network. Therapeutic decision-making for sleep apnea and hypopnea syndrome using home respiratory polysomnography. A large multicentric study. Am J Respir Crit Care Med 184: , Complex multi-center study that assessed the agreement between decisions to use CPAP or not in the same patient based on data obtained from home studies or in-laboratory studies. All patients who had intermediate to high clinical suspicion of OSA had both types of studies. At AHI<25 events/hour the agreement whether to use CPAP or not was not great but was good in patients with severe disease. Thus, there needs to be some level of concern about the use of only home studies for patients with mild-to-moderate disease. Morrell MJ, Glasser M. The brain in sleep-disordered breathing. A vote for the chicken? Am J Respir Crit Care Med 183: , Helpful commentary on studies that have examined changes in brain morphology in patients with obstructive sleep apnea. Morrell MJ, Jackson ML, Twigg GL, Ghiassi R, Mcrobbie DW, Quest RA, Pardoe H, Pell GS, Abbott DF, Rochford PD, Jackson GD, Pierce RJ, O Donoghue FJ, Corfield DR. Thorax 65: , Case-control study of changes in brain morphology in patients with OSA. In OSA there was evidence of focal loss of grey matter. Pack AI. Sleep medicine: strategies for change. J Clin Sleep Med 7: , Article the lays out the immediate threats to our field. Also suggests the opportunities. Develops the argument that the time to change is now and proposes strategies for change. The vision for sleep medicine should be a field based on obtaining quality outcomes of chronic management of chronic disorders. Argues that the accreditation process for sleep centers needs to change to be one focused on outcomes of care. Page 3
20 Pietzsch JB, Garner A, Gipriano LE, Linehan JH. An integrated health-economic analysis of diagnostic and therapeutic strategies in the treatment of moderate-to-severe obstructive sleep apnea. Sleep 34: , A very detailed economic analysis of the benefits gained and costs of different methods to diagnose and treat obstructive sleep apnea. Comes to the somewhat surprising result that the most cost-effective strategy is in-laboratory sleep studies. Rajaratnam SMW, Barger LK, Lockley SW, Shea SA, Wang W, Landrigan CP, O Brien CS, Qadri S, Sullivan JP, Cade BE, Epstein LJ, White DP, Czeisler CA, Harvard Work Hours, Health and Safety Group. JAMA 306: , Study in large sample of police in different regions. Mostly based on questionnaires. Showed a high prevalence of excessive sleepiness. Also showed that those who screened positive for sleep disorders, albeit by questionnaires, had an increased risk of medical issues and of problems at work. Redline S, Amin R, Beebe D, Chervin RD, Garetz SL, Giordani B, Marcus CL, Moore RH, Rosen CL, Arens R, Gozal D, Katz ES, Mitchell RB, Muzumdar H, Taylor HG, Thomas N, Ellenberg S. The childhood adenotonsillectomy trial (CHAT): rationale, design, and challenges of a randomized controlled trial evaluating a standard surgical procedure in a pediatric population. Sleep 34: , Very detailed description of an ongoing randomized trial of adenotonsillectomy for pediatric sleep apnea (CHAT study). Study will involve 6 sites. Indicates that this study design will provide framework for other studies that might evaluate other surgical interventions for OSA. Schwartz AR, Barnes M, Hillman D, Malhotra A, Kezirian E, Smith PL, Hoegh T, Parrish D, Eastwood PR. Acute upper airway responses to hypoglossal nerve stimulation during sleep in obstructive sleep apnea. Am J Respir Crit Care Med 2011 Dec 1 (Epub ahead of print). Study that examined the effect of hypoglossal nerve stimulating during one night of sleep in 30 patients with OSA. Increasing stimulation led to increasing peak inspiratory flow. Inspiratory flow limitation was abolished by nerve stimulation in 57% of patients studied. Flow increased in the absence of an arousal. Page 4
Clinical Trials in OSA
24th ANNUAL ADVANCES IN SLEEP APNEA AND SNORING February 16-17, 2018 Grand Hyatt on Union Square San Francisco, California Clinical Trials in OSA Samuel T. Kuna, MD Department of Medicine Center for Sleep
More information1. Your well-built, focused Clinical Question with the PICO components.
Name: Email address: Peter Piper ppiper@uci.edu Date: * Question 1. PICO (Patient/Population & Problem Intervention/Exposure Comparison Outcome). Please enter your Clinical Question (in sentence format)
More informationOutline of Lecture 2/13/2018
Allan I. Pack, M.B.Ch.B., Ph.D., FRCP John Miclot Professor of Medicine Director, Center for sleep and Circadian Neurobiology University of Pennsylvania Perelman School of Medicine Philadelphia, Pennsylvania
More informationYear in Review. Outline of Lecture
Year in Review Allan I. Pack, M.B.Ch.B., Ph.D. John Miclot Professor of Medicine Director, Center for Sleep and Circadian Neurobiology University of Pennsylvania Perelman School of Medicine Philadelphia,
More informationobstructive sleep apnea : OSA OSA obstructive sleep apnea : OSA Verga nasal continuous positive airway pressure ; CPAP OSA OSA OSA CPAP CPAP 3D OSA
2017 30 1 25 29 obstructive sleep apnea : OSA OSA OSA OSA OSA nasal continuous positive airway pressure ; CPAP OSA obstructive sleep apnea : OSA OSA OSA OSA the International Classification of Sleep Disorders
More information3/13/2014. Home Sweet Home? New Trends in Testing for Obstructive Sleep Apnea. Disclosures. No relevant financial disclosures
2014 Big Sky Pulmonary Conference Home Sweet Home? New Trends in Testing for Obstructive Sleep Apnea Eric Olson, MD Associate Professor of Medicine Co-Director, Center for Sleep Medicine Mayo Clinic olson.eric@mayo.edu
More informationUPDATES IN SLEEP APNEA:
UPDATES IN SLEEP APNEA: CPAP,CPAP COMPLIANCE, & ALTERNATIVES MICHELLE ZETOONY, DO, FCCP, FACOI BOARD CERTIFIED PULMONARY, CRITICAL CARE, SLEEP & INTERNAL MEDICINE CLEARWATER, FL DISCLOSURE I have no conflicts
More informationManagement of OSA in the Acute Care Environment. Robert S. Campbell, RRT FAARC HRC, Philips Healthcare May, 2018
Management of OSA in the Acute Care Environment Robert S. Campbell, RRT FAARC HRC, Philips Healthcare May, 2018 1 Learning Objectives Upon completion, the participant should be able to: Understand pathology
More informationPolysomnography for Obstructive Sleep Apnea Should Include Arousal-Based Scoring: An American Academy of Sleep Medicine Position Statement
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 Polysomnography for Obstructive Sleep Apnea Should Include Arousal-Based Scoring: An American Academy of Sleep Medicine Position Statement Raman K. Malhotra,
More informationRESEARCH PACKET DENTAL SLEEP MEDICINE
RESEARCH PACKET DENTAL SLEEP MEDICINE American Academy of Dental Sleep Medicine Dental Sleep Medicine Research Packet Page 1 Table of Contents Research: Oral Appliance Therapy vs. Continuous Positive Airway
More informationHealthy Sleep. Frederick Tolle, M.D., dabsm Community Health Network
Healthy Sleep Frederick Tolle, M.D., dabsm Community Health Network Adults should sleep 7 or more hours per night on a regular basis to promote optimal health. Getting less than 7 hours of sleep on average
More informationWorks Cited 1. A Quantitative Assessment of Sleep Laboratory Activity in the United States. Tachibana N, Ayas NT, White DP. 2005, J Clin Sleep Med,
Testimony Before the Medicare Evidence and Development and Coverage Advisory Committee (MedCAC) on its National Coverage Determination Continuous Positive Airway Pressure for Obstructive Sleep Apnea Wednesday,
More informationQUESTIONS FOR DELIBERATION
New England Comparative Effectiveness Public Advisory Council Public Meeting Hartford, Connecticut Diagnosis and Treatment of Obstructive Sleep Apnea in Adults December 6, 2012 UPDATED: November 28, 2012
More informationUpper Airway Stimulation for Obstructive Sleep Apnea
Upper Airway Stimulation for Obstructive Sleep Apnea Background, Mechanism and Clinical Data Overview Seth Hollen RPSGT 21 May 2016 1 Conflicts of Interest Therapy Support Specialist, Inspire Medical Systems
More informationDECLARATION OF CONFLICT OF INTEREST
DECLARATION OF CONFLICT OF INTEREST Obstructive sleep apnoea How to identify? Walter McNicholas MD Newman Professor in Medicine, St. Vincent s University Hospital, University College Dublin, Ireland. Potential
More informationThe Future of Sleep Medicine
Sleep HealthCenters Harvard Medical School Richard A. Ferber Pediatric Sleep Medicine Course October 5-6, 2012 Report of Financial Relationships (past 12 months) with commercial entities producing, marketing,
More informationInspire Therapy for Sleep Apnea
Inspire Therapy for Sleep Apnea Patient Guide Giving You the FREEDOM TO SLEEP Like Everyone Else Take Comfort. Inspire therapy can help. Inspire therapy is a breakthrough implantable treatment option for
More information11/20/2015. Eighth Biennial Pediatric Sleep Medicine Conference. November 12-15, 2015 Omni Amelia Island Plantation Resort Amelia Island, Florida
Eighth Biennial Pediatric Sleep Medicine Conference November 12-15, 2015 Omni Amelia Island Plantation Resort Amelia Island, Florida Manisha Witmans, MD, FRCPC, FAASM Associate Clinical Professor, University
More informationObstructive sleep apnoea How to identify?
Obstructive sleep apnoea How to identify? Walter McNicholas MD Newman Professor in Medicine, St. Vincent s University Hospital, University College Dublin, Ireland. Potential conflict of interest None Obstructive
More informationFuture of Sleep Centers: Challenges and Opportunities
Future of Sleep Centers: Challenges and Opportunities Challenges Diagnostic Panels Reimbursement Therapy Panels Any Willing Provider Challenges Reimbursement Changes (Medicare as basis) Sleep Benefits
More informationAn update on childhood sleep-disordered breathing
An update on childhood sleep-disordered breathing แพทย หญ งวนพร อน นตเสร ภาคว ชาก มารเวชศาสตร คณะแพทยศาสตร มหาว ทยาล ยสงขลานคร นทร Sleep-disordered breathing Primary snoring Upper airway resistance syndrome
More informationOriginal Effective Date: Subject: Expiratory Positive Airway Pressure (EPAP) for Obstructive Sleep Apnea 10/30/13
Subject: Expiratory Positive Airway Pressure (EPAP) for Obstructive Sleep Apnea Guidance Number: MCG-145 Revision Date(s): Original Effective Date: 10/30/13 Medical Coverage Guidance Approval Date: 10/30/13
More informationNasal Expiratory Positive Airway Pressure (EPAP) for the Treatment of Obstructive Sleep Apnea: A Review of Clinical Studies of Provent Therapy
Nasal Expiratory Positive Airway Pressure (EPAP) for the Treatment of Obstructive Sleep Apnea: A Review of Clinical Studies of Provent Therapy Rajiv Doshi, MD; Philip Westbrook, MD Abstract Nasal EPAP
More informationSimple diagnostic tools for the Screening of Sleep Apnea in subjects with high risk of cardiovascular disease
Cardiovascular diseases remain the number one cause of death worldwide Simple diagnostic tools for the Screening of Sleep Apnea in subjects with high risk of cardiovascular disease Shaoguang Huang MD Department
More informationUpdate on Sleep Apnea Diagnosis and Treatment
Update on Sleep Apnea Diagnosis and Treatment Damien Stevens MD Pulmonary/Critical Care/Sleep Medicine Medical Director KU Medical Center Sleep Laboratory Objectives Discuss physiology of sleep and obstructive
More informationTitle: Taking Care of Persistent Sleepiness in Sleep Apnea Patients. 1. University of Washington School of Medicine, Seattle, WA, USA
Page 1 of 7 Title: Taking Care of Persistent Sleepiness in Sleep Apnea Patients Vishesh K. Kapur 1, Lucas M. Donovan 1,2 1. University of Washington School of Medicine, Seattle, WA, USA 2. Veterans Affairs
More informationPublished Papers Cardio Pulmonary Coupling
Thomas RJ, Mietus JE, Peng CK, Goldberger AL An electrocardiogram-based technique to assess cardiopulmonary coupling (CPC) during sleep SLEEP 2005; 28:1151-61 O: Evaluate a new automated measure of cardiopulmonary
More informationSleep-disordered breathing in the elderly: is it distinct from that in the younger or middle-aged populations?
Editorial Sleep-disordered breathing in the elderly: is it distinct from that in the younger or middle-aged populations? Hiroki Kitakata, Takashi Kohno, Keiichi Fukuda Division of Cardiology, Department
More informationSleep 101. Kathleen Feeney RPSGT, RST, CSE Business Development Specialist
Sleep 101 Kathleen Feeney RPSGT, RST, CSE Business Development Specialist 2016 Why is Sleep Important More than one-third of the population has trouble sleeping (Gallup) Obstructive Sleep Apnea Untreated
More informationSleep Medicine. Paul Fredrickson, MD Director. Mayo Sleep Center Jacksonville, Florida.
Sleep Medicine Paul Fredrickson, MD Director Mayo Sleep Center Jacksonville, Florida Fredrickson.Paul@mayo.edu DISCLOSURES No relevant conflicts to report. Obstructive Sleep Apnea The most common sleep
More informationOutcome Measures in OSA Defining Our Treatment Goal. Defining common outcome metrics in OSA Al-Shawwa Sleep Med Rev 2008
Outcome Measures in OSA Defining Our Treatment Goal Disclosures Apnicure Minor stock holder sleep apnea device Siesta Medical Minor stock holder sleep apnea device Patent Pending 61/624,105 Sinus diagnostics
More informationCPAP The Treatment of Choice for Patients with OSA
CPAP The Treatment of Choice for Patients with OSA Samuel T. Kuna, M.D. Department of Medicine Center for Sleep and Respiratory Neurobiology University of Pennsylvania Pulmonary, Critical Care & Sleep
More informationProvent Therapy for Obstructive Sleep Apnea: Impact of Nasal Obstruction
The Laryngoscope VC 2015 The American Laryngological, Rhinological and Otological Society, Inc. Provent Therapy for Obstructive Sleep Apnea: Impact of Nasal Obstruction Michael Friedman, MD; Michelle S
More informationUIHC Home Sleep Apnea Testing (HSAT)
UIHC Home Sleep Apnea Testing (HSAT) Lisa Mertens, ARNP, RRT Department of Neurology, Sleep Division Iowa River Landing East (IRL East) Respiratory Care Seminar October 19, 2018 1 Home Sleep Apnea Test
More informationOBSTRUCTIVE SLEEP APNEA and WORK Treatment Update
OBSTRUCTIVE SLEEP APNEA and WORK Treatment Update David Claman, MD Professor of Medicine Director, UCSF Sleep Disorders Center 415-885-7886 Disclosures: None Chronic Sleep Deprivation (0 v 4 v 6 v 8 hrs)
More informationChoosing the Appropriate Mode of PAP Therapy in the Perioperative Setting
Choosing the Appropriate Mode of PAP Therapy in the Perioperative Setting Lisa F. Wolfe MD Northwestern University Chicago, Illinois Choosing the Appropriate Mode of PAP Therapy in the Perioperative Setting
More informationexamination findings, and caregiver reports from questionnaires, can predict different levels of OSAS severity in children.
Research Original Investigation The Use of Clinical Parameters to Predict Obstructive Sleep Apnea Syndrome Severity in Children The Childhood Adenotonsillectomy (CHAT) Study Randomized Clinical Trial Ron
More informationPolysomnography (PSG) (Sleep Studies), Sleep Center
Policy Number: 1036 Policy History Approve Date: 07/09/2015 Effective Date: 07/09/2015 Preauthorization All Plans Benefit plans vary in coverage and some plans may not provide coverage for certain service(s)
More informationPolysomnography - Sleep Studies
Polysomnography - Sleep Studies Policy Number: Original Effective Date: MM.02.016 09/14/2004 Line(s) of Business: Current Effective Date: HMO; PPO; QUEST 12/21/2012 Section: Medicine Place(s) of Service:
More informationPediatric OSA. Pediatric OSA: Treatment Options Beyond AT. Copyright (c) 2012 Boston Children's Hospital 1
Pediatric OSA Treatments Options Beyond AT Report of Financial Relationships (past 12 months) with commercial entities producing, marketing, re selling, or distributing health care goods or services consumed
More information2016 Physician Quality Reporting System Data Collection Form: Sleep Apnea (for patients aged 18 and older)
2016 Physician Quality Reporting System Data Collection Form: Sleep Apnea (for patients aged 18 and older) IMPORTANT: Any measure with a 0% performance rate (100% for inverse measures) is not considered
More informationInspire Therapy for Sleep Apnea
Inspire Therapy for Sleep Apnea Patient Guide Giving You the FREEDOM TO SLEEP Like Everyone Else Take Comfort. Inspire therapy can help. Inspire therapy is a breakthrough implantable treatment option for
More informationManaged Care and Sleep Medicine
Managed Care and Sleep Medicine Denice Logan, DO, FACOI Regional Medical Director Blue Cross Blue Shield of Michigan and Blue Care Network are nonprofit corporations and independent licensees of the Blue
More informationpii: jc
SCIENTIFIC INVESTIGATIONS pii: jc-00108-14 http://dx.doi.org/10.5664/jcsm.5194 Predictors of Obstructive Sleep Apnea on Polysomnography after a Technically Inadequate or Normal Home Sleep Test Michelle
More informationQuestions: What tests are available to diagnose sleep disordered breathing? How do you calculate overall AHI vs obstructive AHI?
Pediatric Obstructive Sleep Apnea Case Study : Margaret-Ann Carno PhD, CPNP, D,ABSM for the Sleep Education for Pulmonary Fellows and Practitioners, SRN ATS Committee April 2014. Facilitator s guide Part
More information2019 COLLECTION TYPE: MIPS CLINICAL QUALITY MEASURES (CQMS) MEASURE TYPE: Process
Quality ID #277: Sleep Apnea: Severity Assessment at Initial Diagnosis National Quality Strategy Domain: Effective Clinical Care Meaningful Measure Area: Management of Chronic Conditions 2019 COLLECTION
More informationInspire. therapy for sleep apnea. Giving you the freedom to sleep like everyone else
Inspire therapy for sleep apnea Giving you the freedom to sleep like everyone else Take Comfort. Take Action. Inspire therapy can help. Here are some reasons people like you have chosen Inspire therapy
More informationsleepview by midmark Home Sleep Test
sleepview by midmark HST Home Sleep Test Introducing SleepView. Better for your patients, designed for your practice. Home sleep testing (HST) brings the diagnosis and management of OSA to the front lines
More informationNatalia Usatii, MD Sleep Medicine SCMG
Natalia Usatii, MD Sleep Medicine SCMG Disclosures Reported relevant financial relationships with commercial interests: N/A Conflict of Interest STOP-Bang questionnaire: Property of University Health Network
More informationObstructive Sleep Apnea and COPD overlap syndrome. Financial Disclosures. Outline 11/1/2016
Obstructive Sleep Apnea and COPD overlap syndrome Chitra Lal, MD, FCCP, FAASM Associate Professor of Medicine, Pulmonary, Critical Care, and Sleep, Medical University of South Carolina Financial Disclosures
More informationChristopher D. Turnbull 1,2, Daniel J. Bratton 3, Sonya E. Craig 1, Malcolm Kohler 3, John R. Stradling 1,2. Original Article
Original Article In patients with minimally symptomatic OSA can baseline characteristics and early patterns of CPAP usage predict those who are likely to be longer-term users of CPAP Christopher D. Turnbull
More informationIs CPAP helpful in severe Asthma?
Is CPAP helpful in severe Asthma? P RAP UN KI TTIVORAVITKUL, M.D. PULMONARY AND CRITICAL CARE DIVISION DEPARTMENT OF MEDICINE, PHRAMONGKUTKLAO HOSPITAL Outlines o Obstructive sleep apnea syndrome (OSAS)
More informationEdoardo Gronda UO cardiologia e Ricerca Dipartimento Cardiovascolare IRCCS MultiMedica
Convegno Pneumologia 2016 Milano 16-18 giugno 2016 Centro Congressi Palazzo delle Stelline Edoardo Gronda UO cardiologia e Ricerca Dipartimento Cardiovascolare IRCCS MultiMedica Central apnea 10 second
More informationPedsCases Podcast Scripts
PedsCases Podcast Scripts This is a text version of a podcast from Pedscases.com on Obstructive Sleep Apnea These podcasts are designed to give medical students an overview of key topics in pediatrics.
More information( ) 28 kg/ m 2, OSAHS, BMI < 24 kg/ m 2 10
2013 9 12 5 http: / / www. cjrccm. com 435 ;, ( sleep apneahypopnea syndrome, SAHS) 20 80,, SAHS /, SAHS, [ 1 ] SAHS ( obstructive sleep apnea-hypopnea syndrome, OSAHS) OSAHS [ 2-4 ], 50% 92% OSAHS, 30%
More informationDiagnostic Accuracy of the Multivariable Apnea Prediction (MAP) Index as a Screening Tool for Obstructive Sleep Apnea
Original Article Diagnostic Accuracy of the Multivariable Apnea Prediction (MAP) Index as a Screening Tool for Obstructive Sleep Apnea Ahmad Khajeh-Mehrizi 1,2 and Omid Aminian 1 1. Occupational Sleep
More informationPositive Airway Pressure and Oral Devices for the Treatment of Obstructive Sleep Apnea
Positive Airway Pressure and Oral Devices for the Treatment of Obstructive Sleep Apnea Policy Number: Original Effective Date: MM.01.009 11/01/2009 Line(s) of Business: Current Effective Date: HMO; PPO;
More informationA Deadly Combination: Central Sleep Apnea & Heart Failure
A Deadly Combination: Central Sleep Apnea & Heart Failure Sanjaya Gupta, MD FACC FHRS Ohio State University Symposium May 10 th, 2018 Disclosures Boston Scientific: fellowship support, speaking honoraria
More informationNASAL CONTINUOUS POSITIVE AIRWAY PRESSURE FOR OBSTRUCTIVE SLEEP APNEA IN CHILDREN. Dr. Nguyễn Quỳnh Anh Department of Respiration 1
1 NASAL CONTINUOUS POSITIVE AIRWAY PRESSURE FOR OBSTRUCTIVE SLEEP APNEA IN CHILDREN Dr. Nguyễn Quỳnh Anh Department of Respiration 1 CONTENTS 2 1. Preface 2. Definition 3. Etiology 4. Symptoms 5. Complications
More informationJoel Reiter*, Bashar Zleik, Mihaela Bazalakova, Pankaj Mehta, Robert Joseph Thomas
Joel Reiter*, Bashar Zleik, Mihaela Bazalakova, Pankaj Mehta, Robert Joseph Thomas Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA *ומעבדת השינה הדסה עין כרם, ירושלים חיפפ ירושלים,
More informationSleep Apnea: Diagnosis & Treatment
Disclosure Sleep Apnea: Diagnosis & Treatment Lawrence J. Epstein, MD Sleep HealthCenters Harvard Medical School Chief Medical Officer for Sleep HealthCenters Sleep medicine specialty practice group Consultant
More informationChronic NIV in heart failure patients: ASV, NIV and CPAP
Chronic NIV in heart failure patients: ASV, NIV and CPAP João C. Winck, Marta Drummond, Miguel Gonçalves and Tiago Pinto Sleep disordered breathing (SDB), including OSA and central sleep apnoea (CSA),
More informationSleep Apnea: Vascular and Metabolic Complications
Sleep Apnea: Vascular and Metabolic Complications Vahid Mohsenin, M.D. Professor of Medicine Yale University School of Medicine Director, Yale Center for Sleep Medicine Definitions Apnea: Cessation of
More informationPrecision Sleep Medicine
Precision Sleep Medicine Picking Winners Improves Outcomes and Avoids Side-Effects North American Dental Sleep Medicine Conference February 17-18, 2017 Clearwater Beach, FL John E. Remmers, MD Conflict
More information11/13/2017. Jeremy Tabak MD, FAASM Medical Director Baptist Hospital Sleep Lab Medical Director Baptist Sleep Lab at Galloway
Jeremy Tabak MD, FAASM Medical Director Baptist Hospital Sleep Lab Medical Director Baptist Sleep Lab at Galloway HypnoLaus study: OSA effect on mortality US Preventive Services Task Force recommendations
More informationEmerging Sleep Testing Methods
Emerging Sleep Testing Methods Matt T. Bianchi MD PhD Director, Sleep Division MGH Neurology www.mghsleep.com May 2015 Funding and Disclosures Funding: MGH Neurology Department Harvard Clinical Investigator
More informationInternational Journal of Scientific & Engineering Research Volume 9, Issue 1, January ISSN
International Journal of Scientific & Engineering Research Volume 9, Issue 1, January-2018 342 The difference of sleep quality between 2-channel ambulatory monitor and diagnostic polysomnography Tengchin
More informationPositive Airway Pressure and Oral Devices for the Treatment of Obstructive Sleep Apnea
Positive Airway Pressure and Oral Devices for the Treatment of Obstructive Sleep Apnea Policy Number: Original Effective Date: MM.01.009 11/01/2009 Line(s) of Business: Current Effective Date: HMO; PPO;
More informationPEDIATRIC SLEEP GUIDELINES Version 1.0; Effective
MedSolutions, Inc. Clinical Decision Support Tool Diagnostic Strategies This tool addresses common symptoms and symptom complexes. Requests for patients with atypical symptoms or clinical presentations
More informationPhysician Dentist Collaboration
Physician Dentist Collaboration Ronald S. Prehn, ThM, DDS Legal Perspective MD CAN LEGALLY MAKE PROPER DIAGNOSIS DDS CAN LEGALLY FABRICATE DENTAL SLEEP APPLIANCES Legal Perspective TWO PROFESSIONS WORK
More informationDiagnosis and Medical Management of Obstructive Sleep Apnea Syndrome
Diagnosis and Medical Management of Obstructive Sleep Apnea Syndrome Policy Number: 2.01.18 Last Review: 9/2018 Origination: 1/2006 Next Review: 1/2019 Policy Blue Cross and Blue Shield of Kansas City
More informationPositive Airway Pressure and Oral Devices for the Treatment of Obstructive Sleep Apnea
Positive Airway Pressure and Oral Devices for the Treatment of Obstructive Sleep Apnea Policy Number: Original Effective Date: MM.01.009 11/01/2009 Line(s) of Business: Current Effective Date: HMO; PPO
More informationOSA and COPD: What happens when the two OVERLAP?
2011 ISRC Seminar 1 COPD OSA OSA and COPD: What happens when the two OVERLAP? Overlap Syndrome 1 OSA and COPD: What happens when the two OVERLAP? ResMed 10 JAN Global leaders in sleep and respiratory medicine
More informationTemperature controlled radiofrequency ablation for OSA
Temperature controlled radiofrequency ablation for OSA Ridhwan Y. Baba, M.B.B.S. *1, V.V.S. Ramesh Metta, M.B.B.S. 1, Arjun Mohan, M.B.B.S. 2, M. Jeffery Mador, M.D. 2 1 Department of Internal Medicine,
More informationSplit Night Protocols for Adult Patients - Updated July 2012
Split Night Protocols for Adult Patients - Updated July 2012 SUMMARY: Sleep technologists are team members who work under the direction of a physician practicing sleep disorders medicine. Sleep technologists
More informationSleep Apnea in Women: How Is It Different?
Sleep Apnea in Women: How Is It Different? Grace Pien, MD, MSCE Division of Pulmonary and Critical Care Department of Medicine Johns Hopkins School of Medicine 16 February 2018 Outline Prevalence Clinical
More informationJMSCR Vol 05 Issue 01 Page January 2017
www.jmscr.igmpublication.org Impact Factor 5.84 Index Copernicus Value: 83.27 ISSN (e)-2347-176x ISSN (p) 2455-0450 DOI: https://dx.doi.org/10.18535/jmscr/v5i1.161 Risk of Failure of Adenotonsillectomy
More informationPrefabricated Oral Appliances for Obstructive Sleep Apnea
Medical Policy Manual Allied Health, Policy No. 36 Prefabricated Oral Appliances for Obstructive Sleep Apnea Next Review: May 2019 Last Review: April 2018 Effective: May 1, 2018 IMPORTANT REMINDER Medical
More informationGoals Session Putting it all Together
Goals Session Putting it all Together Adherence to therapy Case presentations Treatment issues Charles Atwood, MD, FCCP, FAASM University of Pittsburgh Disclosures Advisory - Carecore National; Philips;
More informationIn-Patient Sleep Testing/Management Boaz Markewitz, MD
In-Patient Sleep Testing/Management Boaz Markewitz, MD Objectives: Discuss inpatient sleep programs and if they provide a benefit to patients and sleep centers Identify things needed to be considered when
More informationShyamala Pradeepan. Staff Specialist- Department of Respiratory and Sleep Medicine. John Hunter Hospital. Conjoint lecturer University of New Castle.
Shyamala Pradeepan Staff Specialist- Department of Respiratory and Sleep Medicine. John Hunter Hospital. Conjoint lecturer University of New Castle. What is sleep apnoea?? Repetitive upper airway narrowing
More informationAssessment of a wrist-worn device in the detection of obstructive sleep apnea
Sleep Medicine 4 (2003) 435 442 Original article Assessment of a wrist-worn device in the detection of obstructive sleep apnea Najib T. Ayas a,b,c, Stephen Pittman a,c, Mary MacDonald c, David P. White
More informationInspire Therapy for Sleep Apnea
Inspire Therapy for Sleep Apnea Patient Guide Giving You the FREEDOM TO SLEEP Like Everyone Else Take Comfort. Inspire therapy can help. Inspire therapy is a breakthrough implantable treatment option for
More informationResearch Article Accuracy of Positive Airway Pressure Device Measured Apneas and Hypopneas: Role in Treatment Followup
Sleep Disorders Volume 213, Article ID 314589, 6 pages http://dx.doi.org/1.1155/213/314589 Research Article Accuracy of Positive Airway Pressure Device Measured Apneas and Hypopneas: Role in Treatment
More informationUniversity, India.) Corresponding author: Dr. Shubham Agarwal1
IOSR Journal of Dental and Medical Sciences (IOSR-JDMS) e-issn: 2279-0853, p-issn: 2279-0861.Volume 17, Issue 3 Ver.15 March. (2018), PP 59-63 www.iosrjournals.org Effect of Severity of OSA on Oxygen Saturation:
More informationShould the diagnosis and management of OSA move into general practice?
Monique Suárez 1, Jeisson Osorio 1, Marta Torres 1,2,3,5, Josep M. Montserrat 1,2,3,4,5 mcsuarez@clinic.ub.es 1 Unitat del Son. Servei de Pneumologia, Hospital Clínic, Barcelona, Spain. 2 CIBER de Enfermedades
More informationMario Kinsella MD FAASM 10/5/2016
Mario Kinsella MD FAASM 10/5/2016 Repetitive episodes of apnea or reduced airflow Due to upper airway obstruction during sleep Patients often obese Often have hypertension or DM 1 Obstructive apneas, hypopneas,
More informationMandibular Advancement Device vs CPAP in the Treatment of Obstructive Sleep Apnea: Are they Equally Effective in Short Term Health Outcomes?
NoSnores Mandibular Advancement Device (mouthguard) for Snoring & Sleep Apnea CLINICAL REFERENCES J Clin Sleep Med. 2013 Sep;9(9):971-2. doi: 10.5664/jcsm.3008. Mandibular Advancement Device vs CPAP in
More informationSLEEP DISORDERED BREATHING AND CHRONIC LUNG DISEASE: UPDATE ON OVERLAP SYNDROMES
SLEEP DISORDERED BREATHING AND CHRONIC LUNG DISEASE: UPDATE ON OVERLAP SYNDROMES ROBERT OWENS, MD ASSISTANT CLINICAL PROFESSOR OF MEDICINE UNIVERSITY OF CALIFORNIA AT SAN DIEGO LA JOLLA, CA Robert L. Owens,
More informationEffect of Telemedicine Education and Telemonitoring on CPAP Adherence: The Tele-OSA Randomized Trial
ONLINE SUPPLEMENT - PROTOCOL TITLE: Effect of Telemedicine Education and Telemonitoring on CPAP Adherence: The Tele-OSA Randomized Trial STUDY CENTER CONTACT: Kaiser Permanente, Fontana Medical Center
More informationEmerging Nursing Roles in Collaborative Management of Sleep Disordered Breathing and Obstructive Sleep Apnoea
Emerging Nursing Roles in Collaborative Management of Sleep Disordered Breathing and Obstructive Sleep Apnoea Sigma Theta Tau International 28th International Nursing Research Congress 27-31 July 2017
More informationSelecting the Right Patients for Oral Appliance Therapy
Selecting the Right Patients for Oral Appliance Therapy AN OVERVIEW OF THE IN-LAB MATRx TITRATION SYSTEM Oral Appliance Titration Made Simple Confidently Prescribe Oral Appliance Therapy The ONLY validated
More informationSleep and the Heart. Physiologic Changes in Cardiovascular Parameters during Sleep
Sleep and the Heart Rami N. Khayat, MD Professor of Internal Medicine Medical Director, Department of Respiratory Therapy Division of Pulmonary, Critical Care and Sleep Medicine The Ohio State University
More informationSleep and the Heart. Rami N. Khayat, MD
Sleep and the Heart Rami N. Khayat, MD Professor of Internal Medicine Medical Director, Department of Respiratory Therapy Division of Pulmonary, Critical Care and Sleep Medicine The Ohio State University
More informationIntroducing the WatchPAT 200 # 1 Home Sleep Study Device
Introducing the WatchPAT 200 # 1 Home Sleep Study Device Top 10 Medical Innovation for 2010 Cleveland Clinic Fidelis Diagnostics & Itamar Medical Fidelis Diagnostics founded in 2004, is a privately-held
More informationThe Challenge of Undiagnosed Sleep Apnea in Low-Risk Populations: A Decision Analysis
MILITARY MEDICINE, 179, 8:47, 2014 The Challenge of Undiagnosed Sleep Apnea in Low-Risk Populations: A Decision Analysis Matt T. Bianchi, MD, PhD*; Steven Hershman, BS ; Mahshid Bahadoran, DMD ; Matthew
More information