Displaying publications 1 - 20 of 92 in total

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  1. Liam CK, Pang YK, Shyamala P, Chua KT
    Med J Malaysia, 2007 Aug;62(3):268-73; quiz 274.
    PMID: 18246927
    During normal sleep the tone of the pharyngeal airway dilator muscles is decreased resulting in upper airway narrowing and increased resistance to airflow. Nasal obstruction may result from a variety of anatomical abnormalities such as septal deviation, nasal polyps, adenoid hypertrophy and rhinitis such as allergic rhinitis, acute viral rhinitis, vasomotor rhinitis and non-allergic rhinitis with nasal eosinophilia syndrome. Disordered breathing during sleep can both result from and be worsened by nasal obstruction. In children, nasal obstruction due to enlarged tonsils and adenoids results in a switch to oral breathing which may lead to the adenoid faces because of changes in the craniofacial structures during growth that predispose to disordered breathing during sleep.
    Matched MeSH terms: Sleep Apnea Syndromes/diagnosis*; Sleep Apnea Syndromes/etiology; Sleep Apnea Syndromes/physiopathology; Sleep Apnea Syndromes/therapy*
  2. Chidambaram R
    J Coll Physicians Surg Pak, 2017 May;27(5):321.
    PMID: 28599700 DOI: 2624
    Matched MeSH terms: Sleep Apnea Syndromes/diagnosis*
  3. Yun WZ, Kassab YW, Yao LM, Khairuddin N, Ming LC, Hadi MA
    Int J Clin Pharm, 2022 Oct;44(5):1140-1148.
    PMID: 35915341 DOI: 10.1007/s11096-022-01437-0
    BACKGROUND: Early administration of intravenous (IV) caffeine (initiation within 2 days of life) is an effective treatment strategy for the management of apnoea of prematurity among infants. However, the safety and effectiveness of early administration of oral caffeine treatment is not be fully established.

    AIM: We aimed to compare the effectiveness and safety of early versus late caffeine therapy on preterm infants' clinical outcomes.

    METHOD: A retrospective matched cohort study was conducted using data of patients admitted to neonatal intensive care units of two tertiary care hospitals between January 2016 and December 2018. The clinical outcomes and mortality risk between early caffeine (initiation within 2 days of life) and late caffeine (initiation ≥ 3 days of life) were compared.

    RESULTS: Ninety-five pairs matched based on gestational age were included in the study. Compared to late initiation, preterm infants with early caffeine therapy had: a shorter duration of non-invasive mechanical ventilation (median 5 days vs. 12 days; p 

    Matched MeSH terms: Apnea/drug therapy; Apnea/epidemiology
  4. Suneel VB, Kotian S, Jujare RH, Shetty AK, Nidhi S, Grover S
    J Contemp Dent Pract, 2017 Sep 01;18(9):821-825.
    PMID: 28874648
    BACKGROUND: Obstructive sleep apnea (OSA) is one of the common prevalent conditions present worldwide. The process of abnormal habits related to clenching and grinding of teeth is referred to as bruxism and is characterized under the heading of parafunctional activity of the masticatory system. Osseointegrated dental implants represent advancements in the field of odontology. Despite its high success rate, failure and complications are often associated with dental implant treatment due to a number of factors. Hence, we aimed for the present study to assess the incidence of prosthetic complications in patients rehabilitated with implant-borne prosthesis in a sleep disorder unit.

    MATERIALS AND METHODS: The present study included the assessment of all the patients who underwent prosthetic rehabilitation by dental implants. An experienced registered prosthodontist was given duty for examination of all the cases from the record file data. Prosthetic complications in the patients were identified using photographs, radiographs, and all other relevant data of the patients obtained from the record files. All types of complications and other factors were recorded separately and analyzed.

    RESULTS: While correlating the prosthetic complications in OSA patients grouped based on number of dental implants, nonsignificant results were obtained. Significant correlation was observed while comparing the prosthetic complications divided based on type of prosthesis. Fracture of the porcelain was observed in four and eight cases respectively, of screwed and cemented dental implant cases.

    CONCLUSION: Some amount of significant correlation existed between the incidences of prosthetic complications and OSA.

    CLINICAL SIGNIFICANCE: Proper history of the patients undergoing dental implant procedures should be taken to avoid failure.

    Matched MeSH terms: Sleep Apnea, Obstructive/etiology; Sleep Apnea, Obstructive/epidemiology*
  5. Mohd Kori AM, Van Rostenberghe H, Ibrahim NR, Yaacob NM, Nasir A
    PMID: 33922783 DOI: 10.3390/ijerph18094509
    Caffeine is the most commonly used methyl xanthine for the prevention of apnoea in prematurity, but the ideal dose was uncertain, until now. This study compared two doses of caffeine for the prevention of apnoea in prematurity. A clinical trial was conducted on 78 preterm infants ≤32 weeks in Neonatal Intensive Care Unit. They were randomly allocated to receive the intervention (loading 40 mg/kg/day and maintenance of 20 mg/kg/day) or the control (loading 20 mg/kg/day and maintenance of 10 mg/kg/day) dose of caffeine. The primary outcome of the study was the frequency and total days of apnoea per duration of treatment for both groups. The frequency of apnoea ranged from zero to fourteen in the intervention group and zero to twelve in the control group. There was no statistically significant difference between the groups, with a p-value of 0.839. The number of days of apnoea was also similar between both groups, with a p-value of 0.928. There was also no significant difference in adverse events between both regimens. This study did not support the use of higher doses of caffeine as a prevention for apnoea in prematurity.
    Matched MeSH terms: Apnea/drug therapy; Apnea/prevention & control
  6. Noradina AT, Karim NA, Hamidon BB, Norlinah I, Raymond AA
    Singapore Med J, 2010 Jan;51(1):60-4.
    PMID: 20200778
    Retraction notice: Following investigations of duplicate publication in Parkinsonism and Related Disorders 2009; 15: 670–674, we have determined that there is indeed a substantial overlap between the two articles. As such, we fully retract this paper from the published record of the Singapore Medical Journal.
    Professor Teo Eng Kiong, Editor, Singapore Medical Journal
    http://smj.sma.org.sg/5201/5201rec1.pdf

    There are limited studies reporting the frequency of sleep-disordered breathing (SDB) in Parkinson's disease (PD), and the figures quoted are variable, ranging from 2.5 to 66 percent. This study aimed to determine the prevalence and types of SBD in PD patients attending the Universiti Kebangsaan Malaysia Medical Centre neurology clinic, and the correlation between the subjective sleep symptoms using the Parkinson's disease sleep scale (PDSS) and the objective measurements using polysomnography (PSG).
    METHODS: This was a cross-sectional study involving 46 PD patients over a period of six months. The patients' demographic data, Hoehn and Yahr staging and PDSS scores were collected. The patients were then subjected to overnight PSG using the Somnomedic system.
    RESULTS: There were 27 male and 19 female patients with a mean age of 64.0+/-9.7 years. 29 were Chinese, 15 Malay and 2 Indian. The mean duration of illness was 5.8+/-4.3 years. The mean PDSS score was 120.3+/-13.5. SDB was found in 54.6 percent of the patients (apnoeahypopnoea index [AHI] 5 and above), with 27.3 percent having moderate and severe SDB (AHI 15 and above). The median AHI was 6.7 (range 0-40.4). The prevalence of SDB in PD patients based on the AHI cutoffs were 27.3 percent for mild, 18.2 percent for moderate and 9.1 percent for severe. There were statistically significant positive correlations between the AHI and the neck circumference and between the AHI and the waist-hip ratio. There was no significant correlation between the AHI and PDSS, or the AHI and disease severity.
    CONCLUSION: There was a high prevalence of SBD in our PD patients, which was comparable to other studies. Obstructive sleep apnoea was the dominant type of SBD. There was no correlation between the subjective sleep symptoms using the PDSS and the objective measurements using PSG.

    Study site: Neurology clinic, Pusat Perubatan Universiti Kebangsaan Malaysia (PPUKM)
    Matched MeSH terms: Sleep Apnea, Obstructive/complications*; Sleep Apnea, Obstructive/epidemiology*; Sleep Apnea, Central/complications*; Sleep Apnea, Central/epidemiology*
  7. Lee YK, Bister M, Salleh YM, Blanchfield P
    PMID: 18003041
    Effect of amplitude criteria on the operating characteristics of algorithms for detecting OSAH events based on the analysis of oxygen saturation alone is investigated. The objective is to establish that there exists an oxygen desaturation level that leverages these algorithms to be more sensitive or more specific, irrespective of the differences in detection mechanism and database, a first ever attempt. Linear classification of algorithms from previous studies discovered that a drop in oxygen saturation of 3% or less makes the detection algorithms more sensitive while a drop of 4% or more makes it more specific. Results from two algorithms developed here also supported this. This finding explains the contradiction cited in the performance of algorithms from the different authors, which casts doubts on their detection ability. It could lead to the establishment of standard oxygen desaturation levels for screening and diagnosis of moderate/severe OSA, thus providing a more credible comparison basis for automated detection algorithms or even clinical tests.
    Matched MeSH terms: Sleep Apnea, Obstructive/physiopathology*
  8. Liam CK, How LG, Tan CT
    Med J Malaysia, 1996 Mar;51(1):143-5.
    PMID: 10967996
    Three patients involved in road traffic accidents were suspected to have obstructive sleep apnoea (OSA). Two of them fell asleep while riding motorcycles and one patient fell asleep behind the wheel of a truck causing it to overturn. The diagnosis of OSA in each case was suspected based on a history of loud snoring, restless sleep, and excessive daytime somnolence and was confirmed by sleep studies.
    Matched MeSH terms: Sleep Apnea Syndromes/physiopathology*
  9. Faizal WM, Ghazali NNN, Badruddin IA, Zainon MZ, Yazid AA, Ali MAB, et al.
    Comput Methods Programs Biomed, 2019 Oct;180:105036.
    PMID: 31430594 DOI: 10.1016/j.cmpb.2019.105036
    Obstructive sleep apnea is one of the most common breathing disorders. Undiagnosed sleep apnea is a hidden health crisis to the patient and it could raise the risk of heart diseases, high blood pressure, depression and diabetes. The throat muscle (i.e., tongue and soft palate) relax narrows the airway and causes the blockage of the airway in breathing. To understand this phenomenon computational fluid dynamics method has emerged as a handy tool to conduct the modeling and analysis of airflow characteristics. The comprehensive fluid-structure interaction method provides the realistic visualization of the airflow and interaction with the throat muscle. Thus, this paper reviews the scientific work related to the fluid-structure interaction (FSI) for the evaluation of obstructive sleep apnea, using computational techniques. In total 102 articles were analyzed, each article was evaluated based on the elements related with fluid-structure interaction of sleep apnea via computational techniques. In this review, the significance of FSI for the evaluation of obstructive sleep apnea has been critically examined. Then the flow properties, boundary conditions and validation of the model are given due consideration to present a broad perspective of CFD being applied to study sleep apnea. Finally, the challenges of FSI simulation methods are also highlighted in this article.
    Matched MeSH terms: Sleep Apnea, Obstructive/physiopathology*
  10. Loh HH, Sukor N
    J Hum Hypertens, 2020 01;34(1):5-15.
    PMID: 31822780 DOI: 10.1038/s41371-019-0294-8
    Primary aldosteronism (PA), the most common cause of secondary hypertension, is a well-recognized condition that can lead to cardiovascular and renal complications. PA is frequently left undiagnosed and untreated, leading to aldosterone-specific morbidity and mortality. In this review we highlight the evidence linking PA with other conditions such as (i) diabetes mellitus, (ii) obstructive sleep apnea, and (iii) bone health, along with clinical implications and proposed underlying mechanisms.
    Matched MeSH terms: Sleep Apnea, Obstructive/metabolism
  11. Qualickuz Zanan NH, Azman M, Zainuddin K, Wan Puteh SE, Mohamed AS, Mat Baki M
    Acta Otorhinolaryngol Ital, 2021 Aug;41(4):348-355.
    PMID: 34533538 DOI: 10.14639/0392-100X-N1202
    Objective: This study aimed to describe the sound frequency of snoring in relation to the site of upper airway vibration among snorers.

    Methods: 383 snores from 40 participants who complained of snoring were digitally recorded during natural and induced sleep using a level III polysomnography monitor with a built-in microphone. During drug-induced sleep endoscopy (DISE), the real-time site of upper airway obstruction was assessed, and the sound frequency of snoring was recorded synchronously.

    Results: The mean peak of snoring frequency for unilevel palatal, oropharynx and epiglottis obstruction were 522.5, 482.4 and 300.0 Hz, respectively. Most participants showed multilevel obstruction at the palate and oropharynx, in which the mean for bi-peak snoring frequency were 402.90 Hz and 1086.96 Hz, respectively. Severity of OSA was significantly associated with multilevel obstruction.

    Conclusions: There was a significant association between the snoring sound frequency and site of unilevel obstruction. Palatal or oropharyngeal obstruction produced sound at mid-frequency range, while the epiglottis produced a low frequency range. Multilevel obstruction documented a bi-peak snoring frequency.

    Matched MeSH terms: Sleep Apnea, Obstructive*
  12. Locke BW, Gomez-Lumbreras A, Tan CJ, Nonthasawadsri T, Veettil SK, Patikorn C, et al.
    Obes Rev, 2024 Apr;25(4):e13697.
    PMID: 38342767 DOI: 10.1111/obr.13697
    INTRODUCTION: Weight loss is recommended for individuals with obstructive sleep apnea (OSA) and overweight or obesity, but there is limited evidence to guide the selection of weight management strategies for patients who do not lose sufficient weight with diet and lifestyle changes. We evaluated the relationship between weight loss caused by pharmacologic or surgical interventions and subsequent improvement in OSA by the apnea-hypopnea index (AHI).

    METHODS: PubMed, Cochrane CENTRAL, and EMBASE were searched for randomized trials comparing pharmacologic or surgical obesity interventions to usual care, placebo, or no treatment in adults with OSA. The association between percentage weight loss and AHI change between randomization and last follow-up was evaluated using meta-regression.

    PROSPERO: CRD42022378853.

    RESULTS: Ten eligible trials (n = 854 patients) were included. Four (n = 211) assessed bariatric surgery, and 6 (n = 643) assessed pharmacologic interventions over a median follow-up of 13 months (interquartile range 6-26 months). The linear best estimate of the change in AHI is 0.45 events per hour (95% Confidence Interval 0.18 to 0.73 events per hour) for every 1% body weight lost.

    CONCLUSIONS: Weight loss caused by medication or surgery caused a proportionate improvement of the AHI. Providers could consider extrapolating from this relationship when advising patients of the expected effects of other pharmacologic or surgical interventions without direct evidence in OSA.

    Matched MeSH terms: Sleep Apnea, Obstructive*
  13. Wan Haniza WHW, Tengku Saifudin TI
    Malays Fam Physician, 2011;6(1):2-6.
    PMID: 25606213 MyJurnal
    Obstructive sleep apnoea hypopnoea syndrome (OSAHS) is a common cause of breathing-related sleep disorder, causing excessive daytime sleepiness. Common clinical features of OSAHS include snoring, fragmented sleep, daytime somnolence and fatigue. This article aims to provide a comprehensive review of the condition, including its management.
    Matched MeSH terms: Sleep Apnea, Obstructive
  14. Asha'ari ZA, Rahman JA, Mohamed AH, Abdullah K, Leman WI
    JAMA Otolaryngol Head Neck Surg, 2017 03 01;143(3):239-246.
    PMID: 27893073 DOI: 10.1001/jamaoto.2016.3268
    Importance: In patients with obstructive sleep apnea (OSA), operative risks depend on the severity of the underlying OSA and the invasiveness of the surgical procedure.

    Objective: To investigate the nature of the associations between the severity of OSA and the number and anatomical sites of upper airway operations with operative complications.

    Design, Setting, and Participants: This retrospective study included adult patients diagnosed with OSA (apnea-hypopnea index [AHI], >5) who underwent upper airway surgery at a single tertiary referral hospital between October 1, 2008, and October 1, 2015.

    Interventions: All patients underwent single or combination surgery on the nose, palatopharyngeal (tonsils, adenoids, and soft palate), and tongue base as a treatment of OSA.

    Main Outcomes and Measures: Pulmonary, surgical, and cardiovascular complications within the first 30 postoperative days were analyzed according to OSA severity and types of upper airway surgery. Logistic regression was used to assess the multivariable association of OSA, age, sex, body mass index, medical comorbidities, and types of upper airway surgery with short-term operative complications.

    Results: The study included 95 patients (87 males [91.6%]; 83 were Malay [87.4%]; mean [SD] age, 37.7 [1.6] years) with complete data and follow-up who underwent upper airway surgery to treat OSA. Patients with more severe OSA had greater body mass index (Cohen d, 0.27; 95% CI, -0.28 to 0.82), longer surgical time (Cohen d, 1.57; 95% CI, 0.95-2.15), and older age (Cohen d, 3.06; 95% CI, 2.29-3.77). At least 1 operative complication occurred in 48 of 95 patients (51%). In a multivariable model, the overall complication rate was increased with age and body mass index. Complication rates were not associated with AHI severity, type of procedure performed, and whether the surgery was single or combination surgery. Lowest oxygen desaturation (odds ratio, 1.03; 95% CI, 0.96-1.45; P = .04) and longest apnea duration (odds ratio, 1.03; 95% CI, 0.99-1.08; P = .02) were polysomnographic variables that predict the short-term operative complications.

    Conclusions and Relevance: In patients with OSA undergoing upper airway surgery, the severity of OSA as assessed by AHI, and the sites and numbers of concurrent operations performed were not associated with the rate of short-term operative complications.

    Matched MeSH terms: Sleep Apnea, Obstructive/diagnosis*; Sleep Apnea, Obstructive/etiology; Sleep Apnea, Obstructive/surgery*
  15. Palaniappan R, Sundaraj K, Sundaraj S, Huliraj N, Revadi SS
    Clin Respir J, 2016 Jul;10(4):486-94.
    PMID: 25515741 DOI: 10.1111/crj.12250
    BACKGROUND: Monitoring respiration is important in several medical applications. One such application is respiratory rate monitoring in patients with sleep apnoea. The respiratory rate in patients with sleep apnoea disorder is irregular compared with the controls. Respiratory phase detection is required for a proper monitoring of respiration in patients with sleep apnoea.

    AIMS: To develop a model to detect the respiratory phases present in the pulmonary acoustic signals and to evaluate the performance of the model in detecting the respiratory phases.

    METHODS: Normalised averaged power spectral density for each frame and change in normalised averaged power spectral density between the adjacent frames were fuzzified and fuzzy rules were formulated. The fuzzy inference system (FIS) was developed with both Mamdani and Sugeno methods. To evaluate the performance of both Mamdani and Sugeno methods, correlation coefficient and root mean square error (RMSE) were calculated.

    RESULTS: In the correlation coefficient analysis in evaluating the fuzzy model using Mamdani and Sugeno method, the strength of the correlation was found to be r = 0.9892 and r = 0.9964, respectively. The RMSE for Mamdani and Sugeno methods are RMSE = 0.0853 and RMSE = 0.0817, respectively.

    CONCLUSION: The correlation coefficient and the RMSE of the proposed fuzzy models in detecting the respiratory phases reveals that Sugeno method performs better compared with the Mamdani method.

    Matched MeSH terms: Sleep Apnea Syndromes/physiopathology*
  16. Liam CK, Lim KH, Wong CMM, Lau WM, Tan CT
    Med J Malaysia, 2001 Mar;56(1):10-7.
    PMID: 11503285
    Introduction: The flow-volume curves of patients with obstructive sleep apnoea (OSA) obtained during the awake state are frequently abnormal.
    Objective: To determine 1) the relationship between the awake respiratory function and the severity of sleep-disordered breathing in a group of Malaysian patients with the OSA syndrome and 2) the frequency of flow-volume curve abnormality in these patients.
    Materials and methods: A retrospective analysis of the data from respiratory function tests during wakefulness and nocturnal polysomnography was performed on 48 patients with OSA. The severity of OSA was defined by the apnoea-hypopnoea index (AHI) and the lowest oxygen saturation during sleep (SPO2nadir).
    Results: AHI had a significant relationship with alveolar-arterial oxygen gradient (r=0.34, p=0.046) and SPO2nadir (r=0.049, p<0.001) but not with any anthropometric parameter or the other awake respiratory function variables measured SPO2nadir, has a significant relationship with body mass index (r=0.54, P<0.001), neck circumference (r=-0.39, p=0.013), awake room air PaO2 (r=0.61, p<0.001), alveolar-arterial oxygen gradient (r=-0.41, p=0.015) and baseline supine SpO2 (r=0.53, p<0.001). there was no correlation between SPO2nadir and any spirometric or static lung volume parameters. The maximum inspiratory and maximum expiratory flow volume curves of 26 patients (54%) showed a ratio of forced expiratory flow to forced inspiratory flow at mid-vital capacity (FEF50/FIF50) greater than one. In addition, flow oscillations (the ‘sawtooth’ sign) were noted in the inspiratory and/or expiratory flow-volume curves of 21 patients (44%), 9 of who did not have an FEF50/FIF50>1. Altogether, the maximum flow-volume curves during wakefulness of 35 (&3%) of the 48 patients showed variable upper airway obstruction and/or flow oscillations. However, the presence of these two upper airway abnormalities, either occurring alone or together did not have an effect on the severity of OSA as measured by the AHI or SPO2nadir.
    Conclusions: Abnormalities of the flow-volume loop consistent with inspiratory flow limitation and/or upper airway instability during wakefulness are common in patients with the OSA syndrome. The degree of oxygen desaturation during sleep in these patients as related to their awake oxygenation status.
    Matched MeSH terms: Sleep Apnea, Obstructive/physiopathology*
  17. Liam CK
    Med J Malaysia, 1993 Sep;48(3):347-50.
    PMID: 8183151
    A 47 year old man with a long history of chronic loud snoring and daytime sleepiness presented with hypercapnic respiratory failure and right ventricular failure. The diagnosis of obstructive sleep apnoea (OSA) leading to the 'obesity-hypoventilation syndrome', was supported by the findings of an overnight cardio-respiratory monitoring during sleep. His symptoms and arterial blood gases improved following treatment with nocturnal nasal continuous positive airway pressure (CPAP).
    Matched MeSH terms: Sleep Apnea Syndromes/complications*
  18. Sivaneswaran N, Inbasegaran K
    Med J Malaysia, 1982 Dec;37(4):298-9.
    PMID: 7167078
    Abnormal variants of plasma cholinesterase are a rarity in this region and to date there is only one reported case of suxamethonium sensitivity in a Malaysian population. We now report a case of a Malaysian Chinese patient who received suxamethonium, developed prolonged apnoea and on investigation found to be a homozygote for the silent gene. His family was screened for abnormal variants of plasma cholinesterase. The results are discussed.
    Matched MeSH terms: Apnea/chemically induced*
  19. Mohandas K, Sivaneswaran N
    Med J Malaysia, 1982 Jun;37(2):157-9.
    PMID: 7132835
    A bnormal variants of plasma cholinesterase (ChE, EC. 3.1.1.8) are a rarity in this region and to date there is no reported case of suxamethonium sensitivity in the Malaysian population. We now report a case of a Malaysian Indian patient who received suxamethonium, developed prolonged apnoea and on investigation was found to be a homozygote for the silent gene. His family was screened for abnormal variants of plasma cholinesterase. The results are discussed.
    Matched MeSH terms: Apnea/chemically induced*
  20. Viswabhargav CSS, Tripathy RK, Acharya UR
    Comput Biol Med, 2019 05;108:20-30.
    PMID: 31003176 DOI: 10.1016/j.compbiomed.2019.03.016
    Sleep is a prominent physiological activity in our daily life. Sleep apnea is the category of sleep disorder during which the breathing of the person diminishes causing the alternation in the upper airway resistance. The electrocardiogram derived respiration (EDR) and heart rate (RR-time-series) signals are normally used for the detection of sleep apnea as these two signals capture cardio-pulmonary activity information. Hence, the analysis of these two signals provides vital information about sleep apnea. In this paper, we propose the novel sparse residual entropy (SRE) features for the automated detection of sleep apnea using EDR and heart rate signals. The features required for the automated detection of sleep apnea are extracted in three steps: (i) atomic decomposition based residual estimation from both EDR and heart rate signals using orthogonal matching pursuit (OMP) with different dictionaries, (ii) estimation of probabilities from each sparse residual, and (iii) calculation of the entropy features. The proposed SRE features are fed to the combination of fuzzy K-means clustering and support vector machine (SVM) to pick the best performing classifier. The experimental results demonstrate that the proposed SRE features with radial basis function (RBF) kernel-based SVM classifier yielded higher performance with accuracy, sensitivity and specificity values of 78.07%, 78.01%, and 78.13%, respectively with Fourier dictionary and 10-fold cross-validation. For subject-specific or leave-one-out validation case, the SVM classifier has sensitivity and specificity of 85.43% and 92.60%, respectively using SRE features with Fourier dictionary (FD).
    Matched MeSH terms: Sleep Apnea Syndromes/physiopathology*
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