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www.bjorl.org

Brazilian

Journal

of

OTORHINOLARYNGOLOGY

ORIGINAL

ARTICLE

Learning

curve

for

endoscopic

evaluation

of

vocal

folds

lesions

with

narrow

band

imaging

Michał ˙

Zurek

a

,

Anna

Rzepakowska

b,∗

,

Ewa

Osuch-Wójcikiewicz

b

,

Kazimierz

Niemczyk

b

aMedicalUniversityofWarsaw,StudentsScientificResearchGroupbyOtolaryngologyDepartment,Warszawa,Poland bMedicalUniversityofWarsaw,OtolaryngologyDepartment,Warszawa,Poland

Received15April2018;accepted10July2018 Availableonline4August2018

KEYWORDS Learningcurve; Narrowbandimaging; Vocalfold;

Dysplasia; Glotticcancer

Abstract

Introduction:Theendoscopicmethodsareprogressingandbecomingmorecommoninroutine clinicaldiagnosisinthefieldofotorhinolaryngology.Relativelylargeamountofresearcheshave provedhighaccuracyofnarrowbandimagingendoscopyindifferentiatingbenignandmalignant lesionswithinvocalfolds.However,littleisknownaboutlearningcurveinnarrowbandimaging evaluationoflaryngeallesions.

Objective: Theaim ofthisstudy was todeterminethe learningcurve for thenarrow band imagingevaluationofvocalfoldspathologiesdependingonthedurationoftheprocedure.

Methods:Records of134narrowbandimagingthatwere analyzed intermsoftheduration oftheprocedureandtheaccuracyofdiagnosisconfirmedbyhistopathologicaldiagnosiswere enrolledinthestudy.Thenarrowbandimagingexaminationswereperformedsequentiallyby oneinvestigatoroveraperiodof18months.

Results:Theaveragedurationofnarrowbandimagingrecordingswas127.82s.All134 stud-iesweredividedinto subsequentseriesofseveralelements.Anevidentdecreaseintimeof investigationwasnoticedbetween13thand14thseries,whentheexaminationsweredivided into 5elements series, which correspondsto thedifference between 65thand 70th subse-quent narrowband imagingexamination. Parallelgroups of67 examinations were created.

Pleasecitethisarticleas: ˙ZurekM,RzepakowskaA,Osuch-WójcikiewiczE,NiemczykK.Learningcurveforendoscopicevaluationof

vocalfoldslesionswithnarrowbandimaging.BrazJOtorhinolaryngol.2019;85:753---9.

Correspondingauthor.

E-mail:arzepakowska@wum.edu.pl(A.Rzepakowska).

PeerReviewundertheresponsibilityofAssociac¸ãoBrasileiradeOtorrinolaringologiaeCirurgiaCérvico-Facial.

https://doi.org/10.1016/j.bjorl.2018.07.003

1808-8694/©2018Associac¸˜aoBrasileiradeOtorrinolaringologiaeCirurgiaC´ervico-Facial.PublishedbyElsevierEditoraLtda.Thisisanopen accessarticleundertheCCBYlicense(http://creativecommons.org/licenses/by/4.0/).

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754 ZurekMetal. Group1included1stto67thsubsequentnarrowbandimagingexamination;Group2---68thto 134thnarrowbandimagingexaminations.Thenon-parametricUMann---Whitneytestconfirmed statisticallysignificantdifferencebetweenthemeandurationofnarrowbandimaging exam-inationinbothgroups160.5sand95.1s,respectively(p<10−7).Sensitivityandspecificityof narrowbandimagingexaminationinthefirstgroupwererespectively:83.7%and76.7%.Inthe secondgroup,theseindicatorsamounted98.1%and80%respectively.

Conclusions:Aminimumof65th---70thnarrowbandimagingexaminationsarerequiredtoreach aplateauphaseofthelearningprocessinassessmentofglottislesions.Analysisoflearning curves is useful for the development oftraining programsand determination ofamastery level.

© 2018 Associac¸˜ao Brasileira de Otorrinolaringologia e Cirurgia C´ervico-Facial. Published by Elsevier Editora Ltda. This is an open access article under the CC BY license (http:// creativecommons.org/licenses/by/4.0/). PALAVRAS-CHAVE Curvade aprendizado; Imagensdebanda estreita; Pregavocal; Displasia; Câncerglótico

Curvadeaprendizadoparaavaliac¸ãoendoscópicadelesõesdepregasvocaiscom imagemdebandaestreita

Resumo

Introduc¸ão: Os métodos endoscópicosestão progredindoese tornando comunsno

diagnós-tico clínico de rotina também na otorrinolaringologia. Um número relativamente grande

de pesquisas demonstrou alta precisão na endoscopia com imagem de banda estreita na

diferenciac¸ãodelesõesbenignasemalignasnaspregasvocais.Entretanto,poucosesabesobre acurvadeaprendizadonaavaliac¸ãodadebandaestreitadelesõeslaríngeas.

Objetivo:Determinaracurvadeaprendizadoparaaavaliac¸ãoporimagemdebandaestreita dasafecc¸õesdaspregasvocais,deacordocomadurac¸ãodoprocedimento.

Método: Foramincluídosnoestudo134registrosdeimagensdebandaestreitaanalisadasem termosdadurac¸ãodoprocedimentoedaacuráciadodiagnósticoconfirmadopelodiagnóstico histopatológico.Osexamescomimagemdebandaestreitaforamfeitossequencialmentepor uminvestigadorpor18meses.

Resultados: Adurac¸ãomédiadosregistrosdeimagemdebandaestreitafoide127,82s.Todos os 134estudos foramdivididos em sériessubsequentes devários elementos.Uma evidente diminuic¸ãonotempodeinvestigac¸ãofoiobservadaentreasséries13e14,quandoosexames foramdivididosemsériesdecincoelementos,oquecorrespondeàdiferenc¸aentreo65◦ e 70◦ examesdeimagem debanda estreita subsequentes.Foramcriadosgrupos paralelosde 67exames.Ogrupo1incluiuo1◦ ao67◦ examedeimagemdebandaestreitasubsequente; Grupo2---o68◦ ao134◦ examedeimagemdebandaestreita.Otestenão-paramétricoUde Mann-Whitneyconfirmouumadiferenc¸aestatisticamentesignificanteentreadurac¸ãomédiado examedeimagemdebandaestreitaemambososgruposde160,5se95,1s,respectivamente (p<10-7).Asensibilidadeeespecificidadedoexamedeimagemdebandaestreitanoprimeiro grupoforam,respectivamente:83,7%e76,7%.Nosegundogrupo,essesindicadoresforam98,1% e80%,respectivamente.

Conclusões:Ummínimode 65a70examesdeimagemdebanda estreitaénecessário para seatingirafasedeestabilizac¸ão(plateau)doprocessodeaprendizadonaavaliac¸ãodelesões deglote.Aanálisedascurvasdeaprendizadoéútilparaodesenvolvimentodeprogramasde treinamentoedeterminaron.

© 2018 Associac¸˜ao Brasileira de Otorrinolaringologia e Cirurgia C´ervico-Facial. Publicado por Elsevier Editora Ltda. Este ´e um artigo Open Access sob uma licenc¸a CC BY (http:// creativecommons.org/licenses/by/4.0/).

Introduction

Inmedicine,asinmanyotherfieldsofnaturalsciences,the effectivenessofspecificproceduresisofgreatimportance.

Throughout the world there are different regulations

concerning competency in performance of specific

meth-ods. For example in the United States the competency

in emergency ultrasonography requires performing of

150---300 procedures.1 The endoscopic methods are

pro-gressinginmanymedicalfieldsandbecomingmorecommon

in routine clinical diagnosis also in otorhinolaryngology; for nasal cavity, nasopharynx and larynx assessment. The questionaboutmethod’sreliabilityismostimportant. How-ever,ifthecredibilityisproven,theaspectofinvestigator’s experiencemayinfluenceeffectivenessofthemethod.The learning curvesare usuallyused for determination of the

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number of procedures for physicians to obtain the right qualifications.Thosecurvesaremathematicalandgraphical presentationofthe relationshipbetweentheeffortputin andtheresults obtainedfromthelearning.2---5 The typical

learningcurveisshowninFig.1.Therelationshipbetween efficiency (vertical axis) and experience (horizontal axis)

is not a linear dependence. It takes a sigmoidal shape,

which means that the learning speed changes depending

ontheleveloftheexaminedperson,e.g.physician.2,5The

beginning of the curve is different from zero, becauseit isassumed thateachlearner startswithacertainamount ofknowledge (atleasttheoretical).Thisbasic levelis the referencepoint,towhichfurtherefficienciesarereferred.

Initially the examined person gets acquainted with the

procedure,whatreflectsthefirststageof‘‘slowprogress’’.

Then, with each repetition the efficiency of the process

increases,assomeaspectsoftheprocedureareimproved. This isnextstage ofsignificant increase ofefficiencyin a relativelyshorttimeiscalled‘‘steepprogress’’phase.The efficiencyincreaseslowsdowneventually,reachingthelast ‘‘plateau’’phase.2

The ‘‘experience’’ and ‘‘efficiency’’ on the learning

curve(Fig.1)arequalityvariablesandthusunmeasurable directly.Itisimpossibletomarktheirvalueonthenumerical axis, therefore other, directly correlating andmeasurable variablesshouldbeused.

The experience is usually measured by the number of

performedmedicalprocedures,forexampleendoscopies.6,7

The amount of tests assumes a total positive values and

can be presented on the horizontal axis of the chart for the learning curve. Otherwise, the measure of effective-nessmaycorrelatetodifferentvariables.Radiologistsuse thenumberof correctdiagnoses duringtheassessmentof a series of images.8 Surgeons evaluate the postoperative

complications.6,9An interestingmeasureistheassessment

ofthequalityofspecificprocedurebasedonquestionnaires that patients fillat determined stages of the therapy.An exampleistheOswetryquestionnaire.9

Narrowbandimaging(NBI)isamodernendoscopy intro-ducedinlaryngologyin2006.Themethodusesspecialfilters to obtain two wavelengths of light --- green (540nm) and

E F F I C I E N C Y

Asymptote: maximal performance

Plateau

Steep progress

Initial level of slow progress

EXPERIENCE

Figure1 Ageneraloutlineofthelearningcurvepresenting themainpropertiesofthecurve.

blue(415nm),thatareselectivelyabsorbedbyhemoglobin inbloodvesselsofthemucosa.10---14

Relatively large amount of researches proved high

accuracy of NBI endoscopy in differentiating benign and

malignantlesionswithinvocal folds.10---14 Theprocedure is

performed in office setting with topical anesthesia with

lidocainegel tothe nasal cavity and if necessary topical lidocainesprayontheposteriorpharyngealwall.According totheclassificationproposedbyNietal.from2011,there aredescribedfivevascularpatternsonthelaryngealmucosa (typeVconsistsof3subtypes).10TypesfromItoIVare

char-acteristicforbenignlesions,whilesubtypesVa-Vcindicate malignantchanges.

Many factors may affect the effectiveness of vascular patternassessmentwithNBIendoscopyofthevocalfolds. Forthecorrectevaluationofthemucosalvesselsitis

nec-essarytomaximallyapproximatetheimageofthemucous

membrane.Thisrequiresfromtheinvestigatorskillful

han-dling with the endoscope, high precision of movements

andexperience withimage recognition.The other aspect

is patients’ history andprevious therapies that may have

an impact on the appearance of vocal folds mucosa (for

example radiotherapy, chemotherapy, previous laryngeal

microsurgeries).Additionally,somepatientshaveexcessive gaggingandrequiretopicalanesthesiawithlidocainespray thatisnotalwayseffectiveincontrollingthereflex.

Therearenoavailablestudiesconcerningtheassessment oflearningcurvefor NBIendoscopyinevaluationof vocal foldlesions.

Theaimofourstudywastodeterminethelearningcurve fortheNBIevaluationofVFpathologiesdepending onthe durationoftheprocedureforoneinvestigator.

Methods

ThestudywasapprovedbytheResearchEthicsCommittee

of the local Medical University (KB/56/2015). All partici-pantsgavetheirinformedconsent.

TheresearchmaterialswererecordingsoftheNBI exami-nationscarriedoutsequentiallybyoneotolaryngologistover theperiodof18monthsinpatientswithsuspiciouslesions limited to VF that on initial diagnosis were described as hypertrophy,ulceration,leukoplakia,tumorandwhowere forthisreasonplannedformicrosurgeryofthelarynx.We excludedfromtheanalysisthefollow-upNBIexaminations. Theinvestigator,ENTspecialist,startedthepractical expe-riencewithNBIendoscopywiththefirstincludedrecordings. Previouslythedoctorhadparticipatedinoneinstructional course and prepared theoretically. Moreover, the investi-gatorhad been previously familiar withother endoscopic procedures on larynx, especially laryngovideostroboscopy and wasperforming excisional biopsy or laryngeal

micro-surgery for a large part of evaluated patients with the

feedbackonthehistopathologicalresults.

Weenrolledtothestudy134recordingsofNBIthatwere analyzedintermsofthedurationoftheprocedureandthe accuracyof diagnosis.The NBIwasperformed withVisera

Elite OTV-S190 video system and ENF-VH videoendoscope

byOlympusMedicalSystems(Volketswil,Switzerland).The patientduringtheexaminationwasinthesittingposition. Theflexibleendoscopewasinsertedthroughthenostrilafter

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756 ZurekMetal. topical anesthesia with lidocaine gel. If the patient

pre-sentedgagging,twoorthreedosesoflidocainespraywere appliedonposteriorpharyngealwall.Theevaluationof

vas-cularpatternwasperformed aftermaximalapproximation

and magnification of the lesion. If only normal

longitudi-nal vessels were visualized, the Type I was recognized.

The longitudinal, but enlargedin diameter andbranching vesselswere indicative of TypeII. Ifthe whiteplaque of hyperkeratoticepitheliumwascoveringtheblood vessels, TypeIIIwasinitial diagnosis, butonly ifthe vascular pat-tern ofmucosa surroundingthe leukoplakiahad TypeI or TypeII.Ifbrownish,regulardotsoflowdensitywere visual-izedwithinthelesionorinthesurroundingofleukoplakia, theyindicatedTypeIV.Theirregular,spiralorwormshape,

brownish vessels were identified as Type Va. The same

image,butwithhigherdensityofirregularvesselswitheven moredisturbedshapesindicatedTypeVb.Theabrupt disap-pearanceofdistortedvesselsindicatedTypeVc.Thelesions withTypeItoIVwereidentifiedbytheinvestigatorasbenign withNBIexamination.ThosewithTypeVwerediagnosedas malignantlesions.Eachpatienthadtheexcisionalbiopsyof theVF lesionduring laryngeal microsurgery thatwas

per-formed within 0---3 days post NBI examination. The final

diagnosiswasconfirmedbyhistopathologicalexamination. Statisticalanalysiswasperformedusing:MicrosoftExcel 2016andStatistica13.1.Intheanalysiscontrolcharts:X-bar andRangechartswereused.TheShapiro---Wilktestwasused toconfirmthenormaldistributionofdata.Theintergroup analysiswasbasedonnon-parametricUMann---Whitneytest. Valuedifferences of p<0.05 were considered statistically significant.Toconfirmthecorrectnessofanalysissensitivity andspecificityofNBIexaminationswerecomputed.

Results

Thestudyenrolled134NBIrecordingsofglottislesions, per-formedsequentiallybyoneinvestigatorovertheperiodof

18months.The age of patientswhose examinationswere

includedintotheanalysisrangedbetween23and89years. Theaverageagewas60.7years.Menrepresentedthe major-ity of patients 89 (66.42%). The average duration of all NBI recordings was127.82s (about 2min and 9s). Basing

on vascular patterns evaluated with NBI, there were 93

benign lesions (Types I---IV according to Ni classification) and 41 malignant lesions (Type V). The histopathological examinationsconfirmedbenigncharacterin88changesand malignantin46.Table1presentsthedemographicdataof

the study group and results of Narrow BandImaging and

histopathologicaldiagnosesinanalyzed material. Compar-ingtheNBIandhistopathologicalresults,therewasobtained sensitivityandspecificityof92.13%and77.78%,respectively forallNBIexaminations.

The establishment of the learning curve for the NBI

examination was started by comparing the durations of

nextexaminationsanddeterminingthedependenceofthe

durationin sequence of examinations (Fig.2). The graph

presenting the duration of subsequent NBI examinations

is characterized by a downward trend that suggests the

correctnessoftheoriginalassumptionthattheexamination timeisshorteningwiththeexperienceoftheinvestigator.

Table 1 The demographic data of the study group and resultsofNarrowBandImagingandhistopathological diag-nosesinanalyzedmaterial.

Characteristics Value

NumberofNBIexaminations 134

Meanageofpatients 60.7years

Female 45(33.6%)

Male 89(66.4%)

MeantimeofNBIexaminations;SD (s);Median(s)

127.82s;5.19s;110s

NBIvascularpatterndiagnosedin134lesions

TypeI 16 TypeII 36 TypeIII 35 TypeIV 6 TypeVa 10 TypeVb 15 TypeVc 16

Histopathologicaldiagnosisofanalyzedlesions

Normalmucosa 4

Inflammatorychanges 42

Parakeratosis/hyperkeratosis 36

Lowgradedysplasia 6

Highgradedysplasia 10

Preinvasivecancer 9

Invasivecancer 27

Inordertocheckbetweenwhichexaminationsoccurred significantlydifferentinthedurationofperformance, con-trol charts were used. All 134 studies were divided into subsequentseriesofseveralelements.Theevidentdecrease intimeofinvestigationwasnoticedbetween13thand14th series,whentheexaminationsweredividedinto5elements series,which correspondstothe differencebetween 65th and70thsubsequentNBIexamination(Fig.3).

BasingonX-barchartresults,all134studiesweredivided intotwogroups, witha line of divisionbetween the65th and 70thresearch.There werecreated parallel groups of 67examinations.Group1included 1stto67thsubsequent

NBI examination; Group 2 --- 68th to 134th NBI

examina-tions. Table 2 presents the comparison of demographic

data, mean timeof NBI examination, results of NBI eval-uationandhistopathologicaldiagnosisbetweenGroup1and Group2.

The differences of mean duration of NBI

examina-tion between groups were also presented in the form

of histograms and on the box-and-whisker diagrams

(Figs.4and5).TheNBIexaminationswerealsoevaluated

in terms of the data distribution. The Shapiro---Wilk test confirmedthatthefirstgrouphadnormaldistribution.The secondgroupdidnotshowanyofthecommonlyknown dis-tributions.Therefore,theintergroupanalysiswasbasedon non-parametrictests.Thenon-parametricUMann---Whitney test confirmed statistically significant difference between mean durationof NBIexaminationsin both groups 160.5s and95.1s,respectively(p<10−7).

Wecheckedalsothe accuracy of NBIduringthe learn-ingprocesscomparingtheevaluatedvascularpatternswith

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300 250 200 150 100 50 0 0 20 40 60 80 100 120 140 160 Case number Dur ation in sec

Duration of NBI exam

Figure2 AgraphspresentingthedurationinsecondsofsubsequentNBIexaminations.

Histogram of means Histogram of means 220 200 180 160 140 120 100 80 60 40 20 0 1 2 3 4 5 6 7 8

X-bar and R charts

X-mean: 127,82 (127,82); Sigma: 49,079 (49,079); n: 4,963 201,44 127,82 54,203 5 10 15 20 25 Range: 113,67 (113,67); Sigma: 42,437 (42,437); n: 4,963 230,58 101,04 0,0000 25 20 15 10 5 300 250 200 150 100 50 0 -50 0 2 4 6 8 10 1 3 5 7 9 11

Figure3 X-barandrangechartsanalysisofNBIexaminationsdividedintosubgroupsof5elements(26groupsconsistsof5NBI examinations,last27thgroupconsistof4examinations).

Table2 Thecomparisonofdemographicdata,meantimeofNBIexamination,resultsofNBIevaluationandhistopathological diagnosisbetweenGroup1---1stto67thsubsequentNBIexaminationandGroup2---68thto134thNBIexamination.

Characteristics Group1 Group2

NumberofNBIexaminations 67 67

Meanageofpatients 60.75 60.61

Female 16 29

Male 51 38

MeandurationofNBIexaminationinseconds;SD;Median 160.5s;59.6s;155s 95.1s;39.4s;88s

NBIdiagnosisoflesions

Benign(TypeI---IV) 38 54

Malignant(TypeV) 29 13

Histopathologicaldiagnosis

Benign(normalmucosa,inflammatorychanges,parakeratosis,lowgradedysplasia) 37 52

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758 ZurekMetal. 20 18 16 14 12 10 8 6 4 2 0 0 40 80 120 160 200 240 280 320 20 60 100 140 180 220 260 300 0 40 80 120 160 200 240 280 320 20 60 100 140 180 220 260 300 Number of cases Group 1 Group 2 Categorized histogram

Duration (in sec) Duration (in sec)

Figure4 ThehistogramofthedistributionofthedurationofsubsequentNBIexaminationsinbothanalyzedgroups.(Group1 ---1stto67thsubsequentNBIexamination,Group2---68thto134thNBIexamination).

Box plot 180 160 140 120 100 80 1 2 Group Dur

ation (in sec)

Mean Mean+/-SE Mean+/-1,96*SE

Figure5 Thebox-and-whiskerdiagramofmeandurationof NBIexaminationsbetweenanalyzedgroups.(Group1---1stto 67thsubsequentNBIexamination,Group2---68thto134thNBI examination).

histopathologyresultsforbothgroups.Sensitivityand speci-ficityofNBIexaminationinthefirstgroupwererespectively: 83.7% and 76.7%. In the second group, these indicators amounted98.1%and80%respectively.

Discussion

Modern diagnostic techniques are designed to increase theefficiency andprecision of clinical diagnosis. The NBI endoscopyisoneofthemodernmethodsforaccurate eval-uation and differentiation between benign and malignant lesionswithinaerodigestivetrack.However,performingand evaluatingtheNBIdependsontheinvestigatorexperience. Many publications confirm accuracy of NBI in predicting

thefinalhistopathologywithinVFlesions.However,littleis knownabout learningcurvein NBIevaluationoflaryngeal lesions.

Thisstudy aimedatdefining thelearningcurvefor NBI assessmentofVFslesionsandindicatingtheminimum num-ber of examinationsnecessary for precise and competent diagnosis.Ouranalysisconfirmedthatafter65th---70thNBI examination theinvestigator can reachtheplateauphase ofthelearningprocess.Theinformationaboutlearning pro-cess and evaluation of experience acquisition in specific methodisusefulforassessmentofskills,developing train-ingprogramsanddeterminingtheconditionsfor receiving certificates.

Thelimitationofpresentedstudyistheaspectthat anal-ysis of the learningprocess concernsa single investigator results. For accuratedetermination of the exact learning curve oftheNBI inevaluation ofvocal foldslesionsthere arerequired additionalanalysisinvolving a largernumber of doctorsat variousstages of the specializationpractice andalsotakingintoaccountthetypeofpracticeperformed (outpatient or surgical). The another aspect that can be included into theanalysis is, for example,feedback from patientsaftertheexamination,expressedintheformofa scoredquestionnaire.

As mentioned in the introduction, learning curves have alreadybeen defined for many medicalprocedures. Trincadoetal.presentedtheeffectivenessoflaparoscopic proceduresinanaldiseases.Theyanalyzedvariousfactors (complications, conversion rate, mortality, number of involvedlymphnodes)forestimationofthelearningcurve ofthisprocedureandfoundtheplateauphaseforthe70th performed laparoscopy.6 Oda et al. introduced a special

training program on endoscopic submucosal dissection of

early gastric cancer, in which they managed to assess a

learning curve for the procedure with a plateau phase

(7)

The evaluation of learning in NBI procedure is quite popularingastroenterology,butnotinotorhinolaryngology. ThelearningcurveforNBIinthediagnosisofprecancerous gastric lesionsby usingWeb-based videoswasdetermined byDias-Silva etal.7The satisfactoryaccuracy levelin the

recognition of themucosal vascular patternwas obtained aftertheevaluationof150NBIexamination.7McGilletal.

evaluatedthelearningcurveforNBIdiagnosisofcolorectal

polyps performed by five endoscopists and they assumed

as the target point Negative Predictive Value (NPV) at

the level of 90% or higher and concordance between NBI

and histology at the level of 90% or higher.16 Xiu et al.

in their study confirmed that magnifying NBI could be

learnt easily and rapidly by beginning endoscopists for

diagnosis of oesophageal neoplastic lesions and that the less-experiencedendoscopistscouldbenefitfromthe

train-ingprogramme,thatwasproposedbyauthorsandimprove

their diagnostic skills to the level of highly experienced endoscopists.17 Patel etal. analyzed learning possibilities

for colorectal polyps assessment with NBI endoscopy by

gastroenterology trainees and found that a median of 49

videos wasrequired toachieve competency with the90%

agreement of NBI with histopathology.18 Baldaque-Silva

et al. analyzed endoscopic assessment and grading of

Barrett’sesophagus usingmagnified NBI and found within

thelearningprocessadecreaseinthetimeneededfor eval-uationandan increaseinthecertaintyofprediction,with thesensitivityfor detectionof neoplasiarangingbetween 62%and90%,irrespectiveofinvestigators’expertise.19

Conclusion

Minimum of 65th---70th NBI examinations are required to

reach plateauphase of learning process in assessment of glottislesions.Analysisoflearningcurvesisusefulfor devel-opingtrainingprogramsanddeterminationofmasterylevel.

Ethical

approval

This article does not contain any studies with animals

performed by any of the authors. All procedures

per-formed in studies involving human participants were

in accordance with the ethical standards of the

insti-tutional and/or national research committee and with

the 1964 Helsinki declaration and its later amendments

or comparable ethical standards. Informed consent was

obtained from all individual participants included in the study.

Conflicts

of

interest

Theauthorsdeclarenoconflictsofinterest.

References

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2.PusicMV,BoutisK,HatalaR,CookDA.Learningcurvesinhealth professionseducation.AcadMed.2015;90:1034---42.

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4.Ericsson KA. Deliberate practice and acquisition of expert performance: a general overview. Acad Emerg Med. 2008;15:988---94.

5.Pusic MV, Kessler D, SzyldD, Kalet A, Pecaric M, Boutis K. Experiencecurves asanorganizingframeworkfor deliberate practice in emergency medicine learning. Acad Emerg Med. 2012;19:1476---80.

6.TrincadoMT,GonzalezJS,AntonaFB,EstebanMM,GarcíaLC, GonzalezJC,etal.Howtoreducethelaparoscopiccolorectal learningcurve.JSLS.2014;18,e2014.00321.

7.Dias-Silva D, Pimentel-Nunes P, Magalhães J, Magalhães R, Veloso N, Ferreira C, et al. The learning curve for narrow-bandimaginginthediagnosisofprecancerousgastriclesions by using Web-based video. Gastrointest Endosc. 2014;79: 910---20.

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9.Staartjes VE, de Wispelaere MP, Miedema J, Schröder ML. recurrent lumbar disc herniation after tubular microdiscec-tomy:analysisoflearningcurveprogression.WorldNeurosurg. 2017;107:28---34.

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11.HawkshawMJ,SataloffJB,SataloffRT.Newconceptsinvocal foldimaging:areview.JVoice.2013;27:738---43.

12.Irjala H,MatarN,Remacle M,GeorgesL.Pharyngo-laryngeal examinationwiththenarrow bandimagingtechnology:early experience.EurArchOtorhinolaryngol.2011;268:801---6.

13.WatanabeA,TaniguchiM,TsujieH,HosokawaM,FujitaM,Sasaki S.Thevalueofnarrowbandimagingforearlydetectionof laryn-gealcancer.EurArchOtorhinolaryngol.2009;266:1017---23.

14.Rzepakowska A, Sielska-Badurek E,Cruz R, SobolM, Osuch-Wójcikiewicz E, Niemczyk K. Narrow band imaging versus laryngovideostroboscopyinprecancerousandmalignantvocal foldlesions.HeadNeck.2018;40:927---36.

15.OdaI,OdagakiT, SuzukiH, NonakaS, YoshinagaS.Learning curve for endoscopic submucosal dissection of early gastric cancer based on trainee experience. Dig Endosc. 2012;24: 129---32.

16.McGillSK,SoetiknoR,RastogiA,RouseRV,SatoT, BansalA, etal.Endoscopistscansustainhighperformanceforthe opti-caldiagnosis ofcolorectalpolypsfollowing standardizedand continuedtraining.Endoscopy.2015;47:200---6.

17.Xue H, Gong S, Shen Y, Tan H, Fujishiro M, Dai J, et al. Thelearningeffectofatrainingprogrammeonthediagnosis of oesophageal lesions by narrow band imaging magnifica-tionamongendoscopistsofvaryingexperience.DigLiverDis. 2014;46:609---15.

18.Patel SG, Rastogi A, Austin G, Hall M, Siller BA, Berman K, etal.Gastroenterologytraineescaneasilylearnhistologic char-acterizationofdiminutivecolorectalpolypswithnarrowband imaging.ClinGastroenterolHepatol.2013;11:997---1003.

19.Baldaque-SilvaF,MarquesM,LunetN,ThemudoG,GodaK,Toth E,etal.EndoscopicassessmentandgradingofBarrett’s esoph-agususingmagnificationendoscopyandnarrowbandimaging: impactofstructuredlearningandexperienceontheaccuracy oftheAmsterdamclassificationsystem.ScandJGastroenterol. 2013;48:160---7.

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