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Article

A New Technological Advancement of the Drug-Induced Sleep Endoscopy (DISE) Procedure: The “All in One Glance” Strategy

1
ENT Unit, “V.Fazzi” Hospital, 73100 ASL Lecce, Italy
2
Department of Rehabilitation, Cardiorespiratory Rehabilitation Unit, “V.Fazzi” Hospital, 73100 ASL Lecce, Italy
3
ENT & Oral Surgery Unit, Private Hospitals, 47121 Forli, Italy
4
Laboratory of Interdisciplinary Research Applied to Medicine (DReAM), University of Salento and ASL (Local Health Authority) at the “V Fazzi” Hospital, 73100 Lecce, Italy
5
Laboratory of Advanced Data Analysis for Medicine (ADAM), Department of Mathematics and Physics “E. De Giorgi”, University of Salento, 73100 Lecce, Italy
6
Independent Scholar, Pisanelli no 25, 73020 Castrì di Lecce (LE), Italy
7
“V.Fazzi” Hospital, Anesthesia and Intensive Care Department, 73100 ASL Lecce, Italy
8
Department of History, Society and Human Studies, University of Salento, 73100 Lecce, Italy
9
General Medicine, Univerzita Pavla Jozefa Safarika, 04001 Kosiciach, Slovakia
10
Otolaryngology Head and Neck Surgery, University Hospital of Ferrara, 44124 Cona FE, Italy
11
Head and Neck Department, ENT & Oral surgery Unit, G.B. Morgagni-L. Pierantoni, Hospital of Forlì, 47121 Forlì, Italy
*
Author to whom correspondence should be addressed.
Int. J. Environ. Res. Public Health 2020, 17(12), 4261; https://0-doi-org.brum.beds.ac.uk/10.3390/ijerph17124261
Submission received: 3 May 2020 / Revised: 9 June 2020 / Accepted: 11 June 2020 / Published: 15 June 2020
(This article belongs to the Special Issue Obstructive Sleep Apnea Syndrome: From Symptoms to Treatment)

Abstract

:
To illustrate a new technological advance in the standard drug-induced sleep endoscopy (DISE) model, a new machine was used, the Experimental 5 Video Stream System (5VsEs), which is capable of simultaneously visualizing all the decisional parameters on a single monitor, and recording and storing them in a single uneditable video. The DISE procedure was performed on 48 obstructive sleep apnea (OSA) or snoring patients. The parameters simultaneously recorded on a single monitor are (1) the pharmacokinetics and pharmacodynamics of propofol (through the target controlled infusion (TCI) pump monitor), (2) the endoscopic upper airway view, (3) the polygraphic pattern, and (4) the level of sedation (through the bispectral index (BIS) value). In parallel to the BIS recording, the middle latency auditory evoked potential (MLAEP) was also recorded and provided. Recorded videos from the 5VsEs machine were re-evaluated six months later by the same clinician and a second clinician to evaluate the concordance of the therapeutic indications between the two. After the six-month period, the same operator confirmed all their clinical decisions for 45 out of 48 videos. Three videos were no longer evaluable for technical reasons, so were excluded from further analysis. The comparison between the two operators showed a complete adherence in 98% of cases. The 5VsEs machine provides a multiparametric evaluation setting, defined as an “all in one glance” strategy, which allows a faster and more effective interpretation of all the simultaneous parameters during the DISE procedure, improving the diagnostic accuracy, and providing a more accurate post-analysis, as well as legal and research advantages.

1. Introduction

Obstructive sleep apnea (OSA) syndrome is a condition characterized by the presence of the complete or partial collapse of the upper airway during sleep (apnea and hypopnea, respectively). The consequences are sleep fragmentation associated with rapid intermittent hypoxia (IH) episodes with activation of the sympathetic nervous system and oxidative stress. In addition to the frequent presence of daytime sleepiness [1,2,3,4], OSA causes a wide spectrum of cardiovascular, metabolic, and neurocognitive comorbidities, more frequently associated with obesity [5]. In the last few years, studies on OSA have increased considerably, but in clinical practice, the disease is still highly underdiagnosed [6].
In OSA patients who need a better definition of the pathology, in surgical failures, or when patients do not accept continuous positive airway pressure (CPAP) therapy, an analytical procedure known as drug-induced sleep endoscopy (DISE) is used to better design the most suitable alternative treatment. This procedure allows the observation of the characteristics of the different levels of the upper airway, where soft tissue vibrations and/or an obstruction caused by collapse site(s) may be observed. It also allows the better definition of the functional alterations that cause poor adherence during CPAP treatment [7,8,9,10,11,12]. Notably, in this study, we performed DISE using propofol (propofol-DISE), since it allows for quickly obtaining an optimal level of sedation followed by a rapid post-sedation recovery [13,14,15,16,17]. This drug requires anesthesiologist management, and the use of a target-controlled infusion (TCI) pump is highly recommended [13]. During propofol-DISE, several parameters are evaluated simultaneously: endoscopic pattern; the pharmacodynamic and pharmacokinetic parameters through a TCI pump, which allows an optimal drug infusion modality and the continuous evaluation of drug concentration levels in the blood and brain [15,18,19,20,21,22]; polygraph recording synchronized with endoscopic images [23,24]; as well as the bispectral index (BIS) [25,26,27], i.e., the level of sedation achieved.
In the literature, several studies have tried to improve the DISE approach currently in use [9], whose major limitation is the subjectivity of the diagnostic–therapeutic decision, which may be associated with the lack of the recording of some parameters. At the moment, the parameters considered during the procedure are represented on several monitors and, with the exception of video endoscopy and polygraphic recording, the current technology does not provide for the recording and storage of the other parameters. In particular, the failure to record and store the pharmacokinetic and pharmacodynamic profiles, as well as the BIS values, that determine the endoscopic video pattern, does not allow an objective re-evaluation of the diagnosis, thus excluding the possibility of post-analysis [23,24,27,28,29].
The aim of this study was to propose a technological advance over the standard propofol-DISE model using a new machine called the 5 Video Stream Experimental System (5VsEs), which allows the simultaneous display of all the decisional parameters synchronized on a single monitor. The single video is recorded so that the video file cannot be modified or edited and is therefore suitable for use in research.

2. Materials and Methods

The DISE procedure was performed in accordance with the European Position Paper [14]. The following medical devices are part of the 5VsEs prototype: (1) a flexible endoscope (rhinolaryngoscope, 11101 series, Karl Storz® CDD, Tuttlingen, Germany); (2) a compatible camera (image 1 222010 20, Karl Storz® Tuttlingen, Germany); (3) an American Academy of Sleep Medicine (AASM)-compliant home sleep apnea testing device (Embletta Gold Portable Testing Device®, RemLogicE® Software 2015, Embla System Inc, Broomfield, US) and its nasal canula and/or thermistors; (4) an oximeter (Nonin XPOD®, Plymouth, UK) with finger probe; (5) a BIS system (Covidien Ireland Limited®, Dublin, Irland); and (6) a TCI pump (Alaris PK® by Carefusion PK, Basingstoke, UK), plus a middle latency auditory evoked potential (MLAEP) system (A-line® sw version 1.5, owned by Danmeter A/S Denmark, Odense, Danmark). Detailed description of the 5VsEs is shown in Figure 1.
Patients provided their informed consent prior to participating in the study and international ethical standards were respected.
Age, sex, body mass index (BMI; mean 28, SD 3.6), Epworth Sleepiness Scale (ESS) (mean 12, SD 2.6), presence of comorbidities (38 patients (79%) with comorbidities and 10 (21%) without comorbidities), previous treatment (43 (90%) with no previous treatments and 5 (10%) with confirmed previous treatments), overnight polygraphic values of the apnea hypopnea index (AHI; mean 37 h/sleep (h/s), SD 17.1), oxygen desaturation index (ODI; mean 42 (h/s), SD 17.5), and lowest SatO2% (LOS; mean 77%, SD 11.1), defined according to Toraldo et al. [30] and AASM [8], are shown in Table 1. The sample was strictly random, so the number of women was random too.
Figure 2A shows the current DISE setting. Figure 2B shows the setting of DISE-polygraphy [24] in the first attempt to create a custom version. Figure 2C shows our propofol-DISE procedure set up prior to the use of 5VsEs, in which the operator controls five different data sources from five different devices. Figure 2D shows the operating room and the latest version of 5VsEs.
Figure 3 shows the final output of the 5VsEs represented on a single screen; all decisional parameters with optimized synchronization are displayed on a single high-definition (HD) monitor that integrates (i) the pharmacokinetics and pharmacodynamics of propofol (through the TCI pump monitor), (ii) the endoscopic upper airway view, (iii) the polygraphic pattern, and (iv) the level of sedation (through the BIS value). In parallel to the recording of the BIS, the middle latency auditory evoked potential (MLAEP) was also recorded and provided. The MLAEP system is already used in anesthesiology for the measurement of coma depth [31]; it was included for the first time in the DISE procedure. MLAEP was tested for a comparison with the BIS to evaluate which of the two is faster in determining the level of sedation. The results of this comparison are currently being validated.
The study was designed so that all procedures were performed by the same operator, who reported their clinical evaluations based on multiparametric observations on a 5VsEs single screen in the operation theater. The videos were re-evaluated 6 months later by the same operator (intra-operator and delayed evaluation for post-analysis) and by an external clinician (inter-operator evaluation) to evaluate the concordance of the therapeutic indications between the two. The second external operator also had access to the patient’s clinical anamnestic data. The second operator was blinded from the first operator’s impression so that the result was objective and impartial. The machine was validated by comparing the endoscopic video recording of standard DISE in parallel with 5VsEs. Figure 3 shows the final output of the 5VsEs.

Ethics Approval

Research approval was obtained through the Ethics Committee of the Local Health Authority (ASL LE) at the Vito Fazzi Hospital (verbal no. 39, 26 November, 2019) and informed written consent was obtained from all research participants. Informed consent was obtained from all individual participants included in the study.

3. Results

A total of 48 OSA patients (43 men (90%) and five women (10%), mean age 49 years old, SD 12.5, range 18–75 years) were randomly enrolled in the study from February 2017 to November 2018 at the ENT Department at Vito Fazzi Hospital, ASL Lecce (Italy) (Table 1). Patients were recruited according to the following criteria: patients affected by snoring and/or OSA with surgery or mandibular advancement device (MAD) indication; patients affected by OSA with surgical failures and not compliant with CPAP treatment. Patients with anesthesia risk (ASA) ≤ 3, patients with a BMI ≤ 35, patients under 18 years old, pregnant women, and patients with contraindications to propofol infusion were excluded from the study.
After the six-month period (intra-operator delayed evaluation for post-analysis), the same operator confirmed all their clinical decisions for 45 out of 48 videos. Three videos (nos. 8, 10, and 22) were no longer evaluable due to recording failure, so were excluded from further analysis. The therapeutic decisions between the two different operators completely agreed in 91% of cases (41 cases out of 45), which is 98% considering that in cases 2, 16, and 44, the difference was only temporal, since the second operator, in contrast to the first, suggested a monitoring period before confirming the treatment or vice versa. In case no. 39, a low impact difference was found between both decisions. The last video out of 45 (case no. 12) was judged not evaluable by the second operator only, in accordance with normal medical judgments. Comparing the decisions made inside and outside the operating room (live/on monitor decision), data analysis seemed to confirm that both the operators were able to make a final clinical decision based on the recorded data in 44 cases out of a total of 45 (98%). The results are reported in Table 2.

4. Discussion

With the current standard DISE setting, some important details and information may be missed because the operator has to control several monitors simultaneously. The inability to save all parameters, with the exception of the video endoscopy and polygraphy [23,24,27,28,29], does not allow the subsequent re-evaluation of the entire procedure, excluding the possibility of a post-analysis and a second clinical opinion. The DISE procedure, allowing an endoscopic representation of the pathophysiology of OSA in a pharmacologically induced sleep situation, cannot be considered a simple endoscopy video; rather, it is a fluid concatenation of drug dynamic events linked to pathophysiological events that generate the endoscopic image moment by moment. Consequently, no correct post-analysis is possible when only the endoscopic and polygraphic pattern is stored without storing the drug dynamic context and the relative sedation level. The lack of pharmacokinetic and pharmacodynamics profiles storage in the current DISE makes the procedure highly subjective because the DISE procedure is partially documented. Instead, 5VsEs easily visualizes and stores the pharmacology of propofol through the TCI pump, which makes the procedure objective because it is documented and therefore verifiable at the time. Since the second operator was blinded from the first operator’s impression, the final decision was only based on the recorded data; the agreement/disagreement rate suggested the possibility of making diagnostic and therapeutic decisions based on the video and medical record documentation. In only one case, the agreement between the two operators was influenced by the variability of medical judgements. Under normal conditions, data recorded during the DISE procedure are displayed quickly on several monitors. When the manual transcription of data is required for clinical and study purposes, it may be inaccurate and often unreliable due to errors caused by rapid subsequent changes in values. The 5VsEs technology, conversely, allows complete data recovery through post-analysis.
In the literature [9], several research groups have highlighted the difficulty of standardizing results obtained during the standard DISE procedure, given the associated technical problems. In this paper, we illustrate the 5VsEs machine, which is a new approach and a technological advancement developed to overcome the issues with the standard procedure. The first target achieved was to display the five different signals for all the parameters, normally dissociated from each other, on a single monitor (video endoscopy, polygraphy, TCI, BIS, and MLAEP). The consequent effect was to construct an “all in one glance” approach enabled by the visualization and synchronization of the decisional parameters of DISE on a single monitor, guaranteeing a better perception that contributes to a more correct definition of the observation window. The optimized synchronization of all the monitors and the reduction and homogenization of the latency response between the different instruments allow the correct interpretation of the decision parameters and do not to interfere with the operator’s manual skills. The 5VsEs machine also ensures a certain speed and comfort of use, since the operator only has to place the sensors on the patient to start the procedure. In addition, to improve the quality of the endoscopic image and to better highlight the readability of the numerical values present in the polygraph traces, we also used HD video, which is rarely used in DISE [24]. Another important difference compared to the standard DISE is the possibility of recording the entire procedure, saving the output of the machine (Figure 3) on a removable electronic support, which can be used to re-evaluate the entire procedure at a later time, enabling better diagnostic management and providing information that can be used for educational and research aspects, including the possibility of using DISE in multicentric clinical trials and telemedicine. The software used produces a video file that cannot be modified, which enhances its scientific and medical–legal value. The recording of all the parameters deriving from the single screen also allows the storage of all the numerical data, not just the video; therefore, the intra-procedure numerical values (i.e., during the DISE), for example, of the SatO2% present in the video recording, can be easily checked and possibly recovered in the event of loss.
The intra-/inter-examination analysis and agreement between both clinicians is related to the “all in one glance” strategy, which depicts of the 5VsEs parameters on a single screen. The completely documented results of this analysis allow the operator (not present in the room) to see all the decision parameters so far not recorded and archived. The evaluation of the recording (Table 3) by the same operator after six months (intra-operator evaluation) provided information about the performance of the 5VsEs machine in the post-analysis phase in terms of our scientific research objective. The inter-operator evaluation provided information about multicentric study performance, medical–legal documentation, and education and teaching aspects.
These features could facilitate multicenter studies toward the standardization of the DISE procedure, which, to date, is performed in many different ways. In a systematic review [9], 17 studies were identified that proposed 14 new systems and three modified DISE classification systems to analyze anatomical results based on drug-induced sleep endoscopy. Inter-observer agreement between an experienced observer and an observer in training proposed by Carrasco-Llatas et al. [32] can be easily achieved through the 5VsEs machine. The machine’s advantages over the standard DISE are listed in Table 3.

Study Limitations

Three videos were excluded was due to recording failure. The recordings were sometimes interrupted or discontinued due to the insufficiency of the sensors or when the registration procedure was interrupted for live optimization and live development of the 5VsEs prototype.

5. Conclusions

The 5VsEs machine allows a continuous and optimized evaluation and storage of all useful parameters due to the “all in one glance” approach made possible by the integration and synchronization of all DISE parameters on a single monitor. Unlike the standard procedure, 5VsEs permits a non-modifiable full multiparameter recording. The 5VsEs machine was conceived to solve some issues with the method, including methods of the classification of endoscopic patterns, drug infusion techniques, etc. With the 5VsEs prototype, the operator can continuously evaluate the drug kinetic and pharmacodynamic profiles during the procedure and during re-evaluation in post-analysis and research, which are indispensable for correct evaluation in the post-analysis of the endoscopic pattern along with the BIS data and polygraphic findings. In some situations, the recording was discontinuous, so the next effort will focus on optimizing the prototype. However, this new prototype represents a technological advance in the DISE procedure, allowing for better perception of the observation window. This new diagnostic model needs further studies to validate its reliability in clinical practice on a larger number of patients. The main goal of this work was to present a prototype with interesting and promising potential to improve the management of the DISE procedure and research.

Author Contributions

Conceptualization, M.A. and M.D.B.; methodology, M.A., M.D.B., C.A., and L.C.; software, M.A., L.G., C.A.; validation, M.A., M.D.B., L.G., F.D.R. and C.L.; formal analysis, M.A.; investigation, M.A., M.D.B.; resources, M.A.; data curation, M.A., M.D.B., C.A., L.C. and E.C.; writing—original draft preparation, M.A., M.D.B., L.C.; writing—review and editing, M.A., M.D.B., C.A. and L.C.; visualization, M.A., M.D.B., D.M.T.; supervision, M.A., M.D.B., D.M.T., A.P., F.M., and C.V.; project administration, M.A., M.D.B. All authors have read and agree to the published version of the manuscript.

Funding

This research received no external funding.

Acknowledgments

The authors would like to acknowledge Adriana Contaldo’s contributions in editing this article. The authors also thanks Patrizia Errico, Manuela Greco, Emanuela Tomasi for their technical assistance.

Conflicts of Interest

The authors declare no conflict of interest.

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Figure 1. Detailed description of the Experimental 5 Video Stream System (5VsEs).
Figure 1. Detailed description of the Experimental 5 Video Stream System (5VsEs).
Ijerph 17 04261 g001
Figure 2. (A) Current drug-induced sleep endoscopy (DISE) setting; (B) customized DISE-polygraphy; (C) propofol-DISE. Prior to the use of the 5VsEs, the operator managed five different data sources from five different devices. (D) The operating room and the 5VsEs.
Figure 2. (A) Current drug-induced sleep endoscopy (DISE) setting; (B) customized DISE-polygraphy; (C) propofol-DISE. Prior to the use of the 5VsEs, the operator managed five different data sources from five different devices. (D) The operating room and the 5VsEs.
Ijerph 17 04261 g002
Figure 3. The 5VsEs single screen (“all in one glance” strategy).
Figure 3. The 5VsEs single screen (“all in one glance” strategy).
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Table 1. Patient characteristics.
Table 1. Patient characteristics.
ID NumberM/FBMIESSComorbiditiesPrevious TreatmentAge (years)Drug-induced Sleep Endoscopy (DISE) DateAHI (h/s)ODI (h/s)LOS (%)
1M2815YN48February 2017262580
2M3014YN43February 2017183181
3M3118YN52February 2017565068
4M3213YN52February 2017657762
5M3312YY45April 2017122294
6M349NN64April 2017263080
7M2410NN58April 2017273288
8M2916YN53April 2017434664
9F3415YN58April 2017535757
10M3114YN56April 2017574984
11M2812YN75May 2017434973
12M2311YN71May 2017434778
13M3410YN54May 2017567355
14M2715NN41May 2017221882
15M2810YN47June 2017718278
16F2813YY55June 2017323664
17F1910NN41June 2017122294
18M2513YN28July 2017272992
19M2714YN45July 2017242889
20M3518YN41July 2017747959
21M2513YN28September 2017272992
22M3111YN46September 2017585570
23M2513YN48September 2017263382
24M2510NN19September 2017273880
25M3111YN41November 2017303584
26M2712YN58November 2017253583
27M2812YN40November 2017434872
28M2611NN60November 2017221888
29M2712NN38November 2017282778
30M3314YN53January 2018363672
31M3210YN51January 2018505177
32M2612YN56February 2018253781
33M2314YN55February 2018233089
34M2712YN54February 2018525569
35M3411YN68March 2018475463
36M2513YN29May 2018273282
37M239YN35May 2018262684
38M2911YN18May 2018585653
39M336NN57June 2018273378
40M289NN62June 2018273183
41M2814YY60June 2018222988
42F3113YY56July 2018787559
43F2919YN28October 2018576162
44M2310YN57October 2018202788
45M2510YN46October 2018357270
46M2712YN55October 2018253287
47M3012NN55November 2018555779
48M276YY36November 2018151890
ID: identification number; M/F: male/female; BMI: body mass index; ESS: Epworth Sleepiness Scale; AHI (h/s): apnea hypopnea index; ODI (h/s): oxygen desaturation index; and LOS (%): lowest SatO2%.
Table 2. Results of DISE interpretations based on 5VsEs in the operating room and after 6 months by the same operator compared to a second external operator.
Table 2. Results of DISE interpretations based on 5VsEs in the operating room and after 6 months by the same operator compared to a second external operator.
ID NumberInstant Decision Same Operator (6 Months After)Second Operator
1BRPSAMESAME
2BRPSAMESAME after monitoring
3BRPSAMESAME
4BRPSAMESAME
5No treatmentSAMESAME
6FEPSAMESAME
7BRPSAMESAME
8BRPUnjudgeable Video RecordingSAME
9PSG LabSAMESAME
10BRPUnjudgeable Video RecordingSAME
11BRPSAMESAME
12BRP + EpiglottoplastySAMEUnjudgeable Video Recording
13CPAPSAMESAME
14FEP + MADSAMESAME
15MMASAMESAME
16BRP + MADSAMEBRP Monitoring before MAD
17MADSAMESAME
18BRPSAMESAME
19BRP + MADSAMESAME
20BRPSAMESAME
21BRP + MADSAMESAME
22BRP + TORSUnjudgeable Video RecordingSAME
23BRP + Thyro-Hioido-PexySAMESAME
24BRPSAMESAME
25FEPSAMESAME
26FEPSAMESAME
27BRP + GlossoEpiglottopexySAMESAME
28BRPSAMESAME
29BRPSAMESAME
30Septoplasty + BRPSAMESAME
31BRPSAMESAME
32BRPSAMESAME
33No treatmentSAMESAME
34BRPSAMESAME
35BRP and MonitoringSAMESAME
36BRP and MonitoringSAMESAME
37Septoplasty + BRPSAMESAME
38MMA + EpiglottoplastySAMESAME
39BRP + MADSAMEBRP
40FEPSAMESAME
41BRP + MADSAMESAME
42BRP + MADSAMESAME
43diet + CPAPSAMESAME
44Wait & See for EpiglottoplastySAMEEpiglottoplasty and monitoring
45BRPSAMESAME
46BRPSAMESAME
47BRP and MonitoringSAMESAME
48MADSAMESAME
FEP: Functional expansion pharyngoplasty; PSG-lab: polysomnography in laboratory; BRP: barbed reposition pharyngoplasty; MAD: mandibular advancement device; MMA: maxillo-mandibular advancement; TORS: trans-oral robotic surgery; CPAP: continuous positive airway pressure.
Table 3. 5VsEs vs. standard technology performance.
Table 3. 5VsEs vs. standard technology performance.
5VsEs vs. Standard Procedure 5VsEsStandard
Documentation of pharmacokinetics–pharmacodynamics profilesYESNO
Documentation of the observation windowYESNO
Documentation useful for multicentric studiesYESNO
Recovery of lost data during data collection, useful for research purposesYESNO
Statistical analysis thanks to data collection confidence (uneditable video documentation)YESNO
Medical–legal documentation more completeYESNO
Improvement of education and teaching aspectsYESNO
Efficient telemedicineYESNO

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MDPI and ACS Style

Arigliani, M.; Toraldo, D.M.; Montevecchi, F.; Conte, L.; Galasso, L.; De Rosa, F.; Lattante, C.; Ciavolino, E.; Arigliani, C.; Palumbo, A.; et al. A New Technological Advancement of the Drug-Induced Sleep Endoscopy (DISE) Procedure: The “All in One Glance” Strategy. Int. J. Environ. Res. Public Health 2020, 17, 4261. https://0-doi-org.brum.beds.ac.uk/10.3390/ijerph17124261

AMA Style

Arigliani M, Toraldo DM, Montevecchi F, Conte L, Galasso L, De Rosa F, Lattante C, Ciavolino E, Arigliani C, Palumbo A, et al. A New Technological Advancement of the Drug-Induced Sleep Endoscopy (DISE) Procedure: The “All in One Glance” Strategy. International Journal of Environmental Research and Public Health. 2020; 17(12):4261. https://0-doi-org.brum.beds.ac.uk/10.3390/ijerph17124261

Chicago/Turabian Style

Arigliani, Michele, Domenico M. Toraldo, Filippo Montevecchi, Luana Conte, Lorenzo Galasso, Filippo De Rosa, Caterina Lattante, Enrico Ciavolino, Caterina Arigliani, Antonio Palumbo, and et al. 2020. "A New Technological Advancement of the Drug-Induced Sleep Endoscopy (DISE) Procedure: The “All in One Glance” Strategy" International Journal of Environmental Research and Public Health 17, no. 12: 4261. https://0-doi-org.brum.beds.ac.uk/10.3390/ijerph17124261

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