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Tytuł:
Constant Q-transform-based deep learning architecture for detection of obstructive sleep apnea
Autorzy:
Kandukuri, Usha Rani
Prakash, Allam Jaya
Patro, Kiran Kumar
Neelapu, Bala Chakravarthy
Tadeusiewicz, Ryszard
Pławiak, Paweł
Powiązania:
https://bibliotekanauki.pl/articles/24200694.pdf
Data publikacji:
2023
Wydawca:
Uniwersytet Zielonogórski. Oficyna Wydawnicza
Tematy:
sleep apnea
convolutional neural network
constant Q-transform
deep learning
single lead ECG signal
non apnea
obstructive sleep apnea
bezdech senny
sieć neuronowa konwolucyjna
uczenie głębokie
sygnał EKG
obturacyjny bezdech senny
Opis:
Obstructive sleep apnea (OSA) is a long-term sleep disorder that causes temporary disruption in breathing while sleeping. Polysomnography (PSG) is the technique for monitoring different signals during the patient’s sleep cycle, including electroencephalogram (EEG), electromyography (EMG), electrocardiogram (ECG), and oxygen saturation (SpO2). Due to the high cost and inconvenience of polysomnography, the usefulness of ECG signals in detecting OSA is explored in this work, which proposes a two-dimensional convolutional neural network (2D-CNN) model for detecting OSA using ECG signals. A publicly available apnea ECG database from PhysioNet is used for experimentation. Further, a constant Q-transform (CQT) is applied for segmentation, filtering, and conversion of ECG beats into images. The proposed CNN model demonstrates an average accuracy, sensitivity and specificity of 91.34%, 90.68% and 90.70%, respectively. The findings obtained using the proposed approach are comparable to those of many other existing methods for automatic detection of OSA.
Źródło:
International Journal of Applied Mathematics and Computer Science; 2023, 33, 3; 493--506
1641-876X
2083-8492
Pojawia się w:
International Journal of Applied Mathematics and Computer Science
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Floppy eyelid syndrome as an ocular condition associated with increased body mass index - classification, diagnostics and treatment
Autorzy:
Szabelska, Paulina
Ofman, Wacław
Białas, Dominika
Różycki, Radosław
Gołębiewska, Joanna
Powiązania:
https://bibliotekanauki.pl/articles/2232258.pdf
Data publikacji:
2022-12-31
Wydawca:
Medical Education
Tematy:
oflppy eyelid syndrome
FES
body mass index
obesity
eyelid sur gery
obstructive sleep apnea
OSAHS
Opis:
Floppy eyelid syndrome is a common ophthalmic condition characterized by a sagging eyelid, which causes its spontaneous wrinkling during sleep. It can be a result of local and systemic diseases. A characteristic group of patients who suffer from floppy eyelid syndrome are middle aged men with an increased body mass index. Obesity in this group of patients is recognized as the strongest risk factor for the occurrence of obstructive sleep apnea syndrome. The aim of the article is to review the diagnostic methods that are used in the case of floppy eyelid syndrome. The paper also discusses therapeutic methods including surgical techniques.
Źródło:
OphthaTherapy; 2022, 9, 4; 219-224
2353-7175
2543-9987
Pojawia się w:
OphthaTherapy
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Effects of propofol and dexmedetomidine in sleep videoendoscopy: a comparative study in Ukraine
Autorzy:
Denysenko, Roman
Dichtiaruk, Oleksandr
Naumenko, Oleksandr
Powiązania:
https://bibliotekanauki.pl/articles/1399239.pdf
Data publikacji:
2020
Wydawca:
Index Copernicus International
Tematy:
dexmedetomidine
obstructive sleep apnea syndrome
propofol
sleep videoendoscopy
Opis:
Introduction: Snoring and obstructive sleep apnea (OSA) are associate with a high socio-economic burden. According to statistics snoring is found in 44% of men and 28% of women aged 30 to 60 years. Treatment involves several main approaches including uvulopalatopharyngoplasty with or without tonsillectomy. Preparation for this procedure includes sleep videoendoscopy. Currently, we mainly use two effective agents, propofol and dexmedetomidine. That said, there is still no consensus on which one is safer and better. Material and methods: The study involved 50 people aged 18 to 62 with a history of snoring and OSA, previously ineligible or insensitive to CPAP therapy, thus preparing for surgical treatment of these disorders. All patients were randomized to two study groups: group 1 with propofol as a sedative and group 2 with dexmedetomidine. Each treatment was divided into three periods: (1) initial testing before the use of intravenous hypnotic agents, (2) sedation, and (3) regaining consciousness. In each period, we measured the following parameters: minute ventilation, respiratory rate, oxygen saturation, blood concentration of hypnotic agent, BIS index. Statistical analysis was performed on IBM SPSS Statistics v. 22. Results: The OAA/S scale showed that the recovery time after sedation was longer for dexmedetomidine than for propofol: 38 ± 10 min and 27 ± 3 min, respectively (p value = 0.305, which means no statistically significant difference between the groups). Based on monitoring of circulation and respiratory rate, heart rate tended to decrease with dexmedetomidine seda tion and increase with propofol infusion. Blood pressure tended to drop in both groups, more so with dexmedetomidine. In the post-sedation period, blood pressure stabilized faster in the propofol group than in the dexmedetomidine group, but it was not statistically significant. Conclusion: According to the study results, there was no statistically significant difference between the propofol or dexmedetomidine groups. However, the paper presents a small series of cases, therefore extensive clinical research is needed to clarify the problem further.
Źródło:
Polski Przegląd Otorynolaryngologiczny; 2020, 9, 3; 12-16
2084-5308
2300-7338
Pojawia się w:
Polski Przegląd Otorynolaryngologiczny
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Gastro-esophageal reflux and obstructive sleep apnea – is there a link?
Autorzy:
Pardak, Piotr
Pękala, Anna
Jarmakiewicz, Sara
Filip, Rafał
Powiązania:
https://bibliotekanauki.pl/articles/2037608.pdf
Data publikacji:
2020-06-30
Wydawca:
Uniwersytet Rzeszowski. Wydawnictwo Uniwersytetu Rzeszowskiego
Tematy:
gastro-esophageal reflux
ghrelin, obesity
obstructive sleep apnea
Opis:
Introduction. The epidemic of obesity has led to an increase in the occurrence of obstructive sleep apnea and gastro-esophageal reflux disease. The mechanism of development of gastro-esophageal reflux disease is multifactorial, and studies conducted in the last decade have shed new light on the causes of its development in patients with sleep apnea and obesity. Aim. The aim of the study was to discuss the mechanism of development of gastro-esophageal reflux disease is multifactorial, and studies conducted in the last decade have shed new light on the causes of its development in patients with sleep apnea and obesity and the dysfunction of the lower esophageal sphincter. Material and methods. An analysis of literature regarding gastro-esophageal reflux and obstructive sleep apnea. Results. In obstructive sleep apnea and obesity, high levels of cytokines and insulin resistance are observed, resulting in disorders in the levels of ghrelin – a hormone responsible for normal gastrointestinal motility. Conclusion. The effect of deviations in the ghrelin profile on the development of gastro-esophageal reflux disease remains a matter for further research
Źródło:
European Journal of Clinical and Experimental Medicine; 2020, 2; 110-115
2544-2406
2544-1361
Pojawia się w:
European Journal of Clinical and Experimental Medicine
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Histological evaluation of soft palate tissues in patients with sleep-disordered breathing
Autorzy:
Panek, Justyna
Reszeć, Joanna
Rogowski, Marek
Olszewska, Ewa
Powiązania:
https://bibliotekanauki.pl/articles/1397297.pdf
Data publikacji:
2020
Wydawca:
Index Copernicus International
Tematy:
CD20
CD3
CD34
S-100 protein
snoring
soft palate
obstructive sleep apnea syndrome
Opis:
Introduction: Sleep is a physiological state essential for the proper functioning of the body. One of the reasons for its disturbance is obstructive sleep apnea syndrome (OSAS). Aim: The aim of this research is the histological evaluation of the soft palate in patients who suffered from various types of OSAS. Material and method: The study group consisted of patients with sleep-disordered breathing (SDB) in the form of primary snoring or OSAS. Patients with chronic tonsillitis, without a history of SDB, were included in the comparative group. Fragments of the mucous of the uvula (study group) and the palatoglossal pillar (comparative group) were obtained during surgery for histological evaluation. Using histological, histochemical and immunohistochemical methods, we assessed the inflammation and its severity (CD3, CD20, CD68), the structure of nerve fibers (S-100) and the size of blood vessels (CD34) in the examined tissue. Results: Patients with OSAS developed a local inflammatory process in the palatal tissues (stronger expression of CD3, CD20, CD68 in patients with OSAS). The severity of the immunohistochemical reaction with CD3 correlated with the stage of OSAS. A higher degree of fibrosis and a higher expression of CD34 and S-100 receptors were observed in patients with OSAS compared to snoring patients and patients from the comparative group. Conclusion: Most likely, snoring due to chronic tissue vibration leads to damage to the nerve fibers in the soft palate, which can intensify episodes of hypopneas during and increase the chance for sleep apneas.
Źródło:
Polish Journal of Otolaryngology; 2020, 74, 1; 6-12
0030-6657
2300-8423
Pojawia się w:
Polish Journal of Otolaryngology
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Postępowanie lekarskie w obturacyjnym bezdechu sennym u osób kierujących pojazdami − zalecenia Polskiego Towarzystwa Medycyny Pracy, Polskiego Towarzystwa Chorób Płuc, Instytutu Medycyny Pracy w Łodzi i Polskiego Towarzystwa Badań nad Snem
The management of obstructive sleep apnea syndrome in drivers − recommendations of the Polish Society Of Occupational Medicine, The Polish Respiratory Society, The Nofer Institute of Occupational Medicine in Lodz and The Polish Sleep Research Society
Autorzy:
Siedlecka, Jadwiga
Rybacki, Marcin
Pływaczewski, Robert
Czajkowska-Malinowska, Małgorzata
Radliński, Jakub
Kania, Aleksander
Śliwiński, Paweł
Powiązania:
https://bibliotekanauki.pl/articles/2085456.pdf
Data publikacji:
2020-03-30
Wydawca:
Instytut Medycyny Pracy im. prof. dra Jerzego Nofera w Łodzi
Tematy:
obturacyjny bezdech senny
kierowcy
algorytm postępowania
Kwestionariusz EuroSAS
Skala senności Epworth
zalecenia
obstructive sleep apnea syndrome
drivers
algorithm of management
EuroSAS Questionnaire
Epworth Sleepiness Scale
recommendations
Opis:
Na podstawie wyników wielu badań i analiz prowadzonych w różnych krajach potwierdzono, że obturacyjny bezdech senny (OBS) negatywnie wpływa na zdolności psychofizyczne kierowców. Dlatego w Dyrektywie Unii Europejskiej z dnia 1 lipca 2014 r. OBS został uznany za jeden z najważniejszych czynników ryzyka wypadków samochodowych. Realizacja postanowień tej dyrektywy w państwach członkowskich ma przyczynić się do jego ograniczenia. Wynikiem jej implementacji w Polsce jest rozporządzenie Ministra Zdrowia z dnia 23 grudnia 2015 r. zmieniające rozporządzenie w sprawie badań lekarskich osób ubiegających się o uprawnienia do kierowania pojazdami i kierowców. Mimo że w załączniku nr 2 tego rozporządzenia podano szczegółowe warunki badania lekarskiego w przypadku podejrzenia OBS, nie uregulowano ani nie wyjaśniono kwestii narzędzi i sposobu pozwalających na powzięcie w przypadku badanego pacjenta podejrzenia umiarkowanej lub ciężkiej postaci choroby. Dlatego konieczne było opracowanie dla lekarzy uprawnionych do badań lekarskich kierowców i osób ubiegających się o prawo jazdy standardów postępowania w przypadku podejrzenia występowania OBS. W artykule przedstawiono usprawniający proces orzeczniczy algorytm postępowania, który został opracowany przez Polskie Towarzystwo Medycyny Pracy, Polskie Towarzystwo Chorób Płuc, Instytut Medycyny Pracy w Łodzi i Polskie Towarzystwo Badań nad Snem. Med. Pr. 2020;71(2):233–243
The findings of numerous studies and analyzes conducted in many countries have proven that obstructive sleep apnea (OSA) negatively affects the psychophysical abilities drivers. Therefore, in Commission Directive 2014/85/EU of July, 1 2014, OSA was recognized as one of the most important risk factors for car accidents. The implementation of said Directive by Member States is to contribute to reducing the risk of such accidents. The implementation of the Directive in Poland has resulted in enacting the Ordinance of the Minister of Health of December 23, 2015 amending the ordinance on medical examinations of applicants for a driving license and drivers. Although Annex 2 to that regulation sets out the detailed conditions for a medical examination for OSA, it does not regulate or clarify the issue of tools and methods for suspecting OSA in a moderate or hard form. Therefore, it was necessary to develop standards of management for doctors authorized to perform medical examinations of drivers and applicants for a driving license in the case of suspected OSA. The paper presents an algorithm of proceedings that streamlines the case-law process in the above-mentioned cases, which was developed by the Polish Society of Occupational Medicine in cooperation with the Polish Respiratory Society, the Nofer Institute of Occupational Medicine in Łódź and the Polish Sleep Research Society. Med Pr. 2020;71(2):233–43
Źródło:
Medycyna Pracy; 2020, 71, 2; 233-243
0465-5893
2353-1339
Pojawia się w:
Medycyna Pracy
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Sleep apnea and dry eye: how sleep apnea affects the eye surface
Autorzy:
Bommert, Catherina M.
Grupcheva, Christina N.
Radeva, Mladena N.
Grupchev, Dimitar I.
Boyadzieva, Maria R.
Powiązania:
https://bibliotekanauki.pl/articles/1927968.pdf
Data publikacji:
2020-06-30
Wydawca:
Medical Education
Tematy:
continuous positive airway pressure
dry eye syndrome
obstructive sleep apnea
Opis:
Purpose: The purpose of this study was to determine the presence of dry eye disease and possible treatment options in patients with obstructive sleep apnea and continuous positive airway pressure. Materials and methods: A total of 72 patients (midlife age) with obstructive sleep apnea and continuous positive airway pressure therapy underwent a comprehensive eye examination. Fluorescein staining of the anterior ocular surface and tear break-up test were performed. All of the patients who were diagnosed with dry eye disease received personalized therapy. One month later, re-examination was performed using the same methodology and clinical settings. Results: On the first examination, 48 of 72 patients (66.67%) were diagnosed with dry eye disease. Floppy eyelid syndrome was reported in 26 patients (54.17%) with dry eye disease. The treatment of 40 patients included artificial tear supplements during the day in combination with high-viscosity topical gels before bedtime. In more severe cases (10.42% of all participants), the application of bandage contact lenses for 3 months was necessary. Because of excessive lid laxity, surgical reconstruction of the eyelids was performed in three patients (6.25%). Conclusions: A multidisciplinary approach is essential for obstructive sleep apnea. Practitioners from different specialties must be well acquainted with risk factors, signs, and symptoms. The early detection of dry eye disease in patients with obstructive sleep apnea and appropriate treatments are important for improving the quality of life in this patient group.
Źródło:
OphthaTherapy; 2020, 7, 2; 103-107
2353-7175
2543-9987
Pojawia się w:
OphthaTherapy
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Projekt systemu monitorowania obturacyjnego bezdechu sennnego
Design of an obstructive sleep apnea monitoring system
Autorzy:
Szyszkowski, Przemysław
Śmigielski, Grzegorz
Powiązania:
https://bibliotekanauki.pl/articles/41206336.pdf
Data publikacji:
2019
Wydawca:
Uniwersytet Kazimierza Wielkiego w Bydgoszczy
Tematy:
obturacyjny bezdech senny
mikrokontroler
baza danych
aplikacja webowa
aplikacja mobilna
obstructive sleep apnea
microcontroller
database
web application
mobile application
Opis:
W artykule przedstawiono prototyp urządzenia, opartego o mikrokontroler AVR, służącego do monitorowania obturacyjnego bezdechu sennego.
Article presents prototype of device based on microcontroller AVR , which serves as an obstructive sleep apnea monitor.
Źródło:
Studia i Materiały Informatyki Stosowanej; 2019, 2; 11-14
1689-6300
Pojawia się w:
Studia i Materiały Informatyki Stosowanej
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Authors’ response (November 28, 2017) to the letter to the Editor concerning the paper “Screening commercial drivers for obstructive sleep apnea: Validation of STOP-Bang questionnaire”
Autorzy:
Popević, Martin B.
Milovanović, Andjela
Nagorni-Obradović, Ljudmila
Nešić, Dejan
Milovanović, Jovica
Milovanović, Aleksandar P.
Powiązania:
https://bibliotekanauki.pl/articles/2162021.pdf
Data publikacji:
2018-10-24
Wydawca:
Instytut Medycyny Pracy im. prof. dra Jerzego Nofera w Łodzi
Tematy:
sleep apnea
questionnaires
polysomnography
obstructive
validation studies
commercial drivers
Źródło:
International Journal of Occupational Medicine and Environmental Health; 2018, 31, 5; 699-701
1232-1087
1896-494X
Pojawia się w:
International Journal of Occupational Medicine and Environmental Health
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Letter to the Editor (November 15, 2017) concerning the paper “Screening commercial drivers for obstructive sleep apnea: Validation of STOP-Bang questionnaire”
Autorzy:
Kawada, Tomoyuki
Powiązania:
https://bibliotekanauki.pl/articles/2162020.pdf
Data publikacji:
2018-10-24
Wydawca:
Instytut Medycyny Pracy im. prof. dra Jerzego Nofera w Łodzi
Tematy:
obstructive sleep apnea
questionnaire
validity
STOP-Bang
commercial drivers
screening
Źródło:
International Journal of Occupational Medicine and Environmental Health; 2018, 31, 5; 697-698
1232-1087
1896-494X
Pojawia się w:
International Journal of Occupational Medicine and Environmental Health
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Obstructive sleep disordered breathing in children – an important problem in the light of current European guidelines
Autorzy:
Krzeski, Antoni
Burghard, Marcin
Powiązania:
https://bibliotekanauki.pl/articles/1398219.pdf
Data publikacji:
2018
Wydawca:
Index Copernicus International
Tematy:
snore
obstructive sleep disordered breathing
polysomnography
obstructive sleep apnea syndrome
Opis:
Obstructive sleep disordered breathing (SDB) is a common clinical problem. An unrecognized and untreated SDB is a serious threat for an intensively developing organism of a child. The consequences of SDB include cardiovascular and neurological complications, growth disorders and enuresis. Therefore, SDB in children becomes an important subject of many scientific investigations, publications and congresses. In 2015 the European Respiratory Society Task Force published a document concerning the conclusions about the diagnostics and treatment of SDB in children and youth from 2 to 18 years of age (Fig. 1). The scientific data from 362 publications were presented in a condensed form of “seven steps”, very useful in diagnosing and treatment planning (1). The authors underline the limited number of the reliable evidence about SDB: prospective studies, randomized double-blinded studies with placebo. The presented evidence was categorized depending on their quality according to the classification of the American Academy of Neurology (ANN) into classes I – IV. Previously, in 2012, the guidelines of the American Academy of Pediatrics on obstructive sleep apnea syndrome (OSAS) in children with tonsillar hypertrophy and/or obesity were published (2, 3) and they were a valuable diagnostic and therapeutic compendium. The European guidelines discussed in this article result from the progress of knowledge in the recent years, they cover the subject broadly, consider rare and difficult cases and present the spectrum of potential therapeutic actions. The aim of the guidelines is a better recognition of SDB, a systematization of diagnosis and treatment at every stage of medical care, including the causes of this disorder and its complications.
Źródło:
Polish Journal of Otolaryngology; 2018, 72, 5; 9-16
0030-6657
2300-8423
Pojawia się w:
Polish Journal of Otolaryngology
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Obturacyjny bezdech podczas snu u pacjentów zakwalifikowanych do endarterektomii tętnic szyjnych – badanie wstępne
Autorzy:
Migacz, Ewa
Proczka, Robert
Krzeski, Antoni
Kukwa, Wojciech
Powiązania:
https://bibliotekanauki.pl/articles/1398301.pdf
Data publikacji:
2018
Wydawca:
Index Copernicus International
Tematy:
obstructive sleep apnea
snoring
atherosclerosis
atherosclerotic plaque
endarterectomy
Opis:
Wstęp: Związek między obturacyjnym bezdechem podczas snu (OBPS) a miażdżycą jest potwierdzony od wielu lat, choć patomechanizm tego zjawiska nadal nie jest poznany. Celem badania było określenie częstości OBPS u pacjentów zakwalifikowanych do endarterektomii oraz określenie wpływu tej procedury na parametry badania snu i występowanie senności dziennej. Materiał i metody: Do badania włączono 46 pacjentów zakwalifikowanych do endarterektomii otwartej. Przed zabiegiem wykonano badanie snu i zastosowano skalę senności Epworth. U 11 z 46 osób przeprowadzono badania snu także po operacji. Wyniki: Średnia wieku w grupie badanej wyniosła 69,9 lat (± SD = 8,6), 21 pacjentów (45,7%) stanowiły kobiety. Średnia wartość pAHI, ODI, pRDI i procent czasu chrapania wyniosły odpowiednio 16.2 (± SD=15.2), 10.4 (± SD=12.2), 18.9 (± SD=14.9) oraz 9,9 (± SD=17). Prawidłowe wartości pAHI uzyskało 14 pacjentów (30%), podczas gdy łagodny OBPS (pAHI 5–15) zaobserwowano u 13 pacjentów (38%), umiarkowany OBPS (pAHI 15–30) u 11 pacjentów (24%), a ciężki OBPS (pAHI >30) u pacjentów 8 (18%). Średnia wartość skali senności Epworth u 27 z 46 pacjentów wyniosła 6,3 (± SD = 5,6). Pooperacyjne wartości parametrów badania snu u 11 pacjentów nie zmieniły się statystycznie znamiennie. Wnioski: Badanie wykazało występowanie OBPS w stopniu umiarkowanym i ciężkim u 42% pacjentów zakwalifikowanych do endarterektomii, natomiast nie stwierdzono nadmiernej senności w tej grupie. Pokazuje to, że u pacjentów kwalifikowanych do endarterektomii tętnic szyjnych należy wykonać diagnostykę snu w celu wykluczenia OBPS.
Źródło:
Polish Journal of Otolaryngology; 2018, 72, 4; 17-20
0030-6657
2300-8423
Pojawia się w:
Polish Journal of Otolaryngology
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Occurrence of insomnia among patients with diagnosed obstructive sleep apnea
Autorzy:
Daniłosio, Marek
Wysocki, Jarosław
Prus, Monika
Powiązania:
https://bibliotekanauki.pl/articles/1399733.pdf
Data publikacji:
2018
Wydawca:
Index Copernicus International
Tematy:
obstructive sleep apnea
insomnia
Athens insomnia scale
correlation with sleep variables
Opis:
Obstructive sleep apnea (OSA) is a common problem. Excessive daytime sleepiness raises a suspicion of OSA, which can be confirmed by polysomnography (PSG). Insomnia, in patients with OSA, often manifests itself as excessive daytime drowsiness. The incidence of insomnia among patients with OSA differs in different studies. Thus, we investigated the incidence of insomnia among our patients. We included 120 patients who underwent a workup due to a suspicion of OSA in the Polysomnography Laboratory, Department of Otolaryngology, Medical University of Warsaw, Poland. Patients completed the Athens Insomnia Scale (AIS). All-night PSG was done with 14-channel recordings (Grass®, USA). The severity of OSA was classified according to the apnea-hypopnea index (AHI) values. There were 96 patients with OSA and 24 patients without OSA who served as controls (their sleep disorders and daytime drowsiness were not caused by OSA). The total AIS scores tended to indicate insomnia in the entire sample and in all different subgroups. The mean AIS score was significantly different between the subgroups differing in the severity of apnea. The mean AIS score correlated significantly with sleep latency, latent sleep, and N2 latency. The mean AIS score did not correlate significantly with the AHI. In conclusion, in patients with OSA, insomnia, measured with the AIS, was associated with the severity of apnea, although this relationship was weak.
Źródło:
Polski Przegląd Otorynolaryngologiczny; 2018, 7, 1; 16-23
2084-5308
2300-7338
Pojawia się w:
Polski Przegląd Otorynolaryngologiczny
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Parasomnias and obstructive sleep apnea syndrome: in search for a parasomnia evaluating tool appropriate for OSAS screening
Autorzy:
Wieczorek, Tomasz
Lorenc, Maciej
Martynowicz, Helena
Piotrowski, Patryk
Mazur, Grzegorz
Rymaszewska, Joanna
Powiązania:
https://bibliotekanauki.pl/articles/551574.pdf
Data publikacji:
2018
Wydawca:
Stowarzyszenie Przyjaciół Medycyny Rodzinnej i Lekarzy Rodzinnych
Tematy:
parasomnias
sleep apnea syndromes
sleep apnea
obstructive.
Źródło:
Family Medicine & Primary Care Review; 2018, 2; 176-181
1734-3402
Pojawia się w:
Family Medicine & Primary Care Review
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Teaching Machines on Snoring : A Benchmark on Computer Audition for Snore Sound Excitation Localisation
Autorzy:
Qian, K.
Janott, C.
Zhang, Z.
Deng, J.
Baird, A.
Heiser, C.
Hohenhorst, W.
Herzog, M.
Hemmert, W.
Schuller, B.
Powiązania:
https://bibliotekanauki.pl/articles/177964.pdf
Data publikacji:
2018
Wydawca:
Polska Akademia Nauk. Czytelnia Czasopism PAN
Tematy:
snore sound
obstructive sleep apnea
acoustic features
machine learning
Opis:
This paper proposes a comprehensive study on machine listening for localisation of snore sound excitation. Here we investigate the effects of varied frame sizes, and overlap of the analysed audio chunk for extracting low-level descriptors. In addition, we explore the performance of each kind of feature when it is fed into varied classifier models, including support vector machines, k-nearest neighbours, linear discriminant analysis, random forests, extreme learning machines, kernel-based extreme learning machines, multilayer perceptrons, and deep neural networks. Experimental results demonstrate that, wavelet packet transform energy can outperform most other features. A deep neural network trained with subband Energy ratios reaches the highest performance achieving an unweighted average recall of 72.8% from four types for snoring.
Źródło:
Archives of Acoustics; 2018, 43, 3; 465-475
0137-5075
Pojawia się w:
Archives of Acoustics
Dostawca treści:
Biblioteka Nauki
Artykuł
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