ChatGPT vs UpToDate: comparative study of usefulness and reliability of Chatbot in common clinical presentations of otorhinolaryngology-head and neck surgery
被引:10
作者:
Karimov, Ziya
论文数: 0引用数: 0
h-index: 0
机构:
Ege Univ, Med Program, Fac Med, TR-35100 Izmir, TurkiyeEge Univ, Med Program, Fac Med, TR-35100 Izmir, Turkiye
Karimov, Ziya
[1
]
Allahverdiyev, Irshad
论文数: 0引用数: 0
h-index: 0
机构:
Istanbul Univ, Istanbul Fac Med, Program Med, Istanbul, TurkiyeEge Univ, Med Program, Fac Med, TR-35100 Izmir, Turkiye
Allahverdiyev, Irshad
[2
]
Agayarov, Ozlem Yagiz
论文数: 0引用数: 0
h-index: 0
机构:
Hlth Sci Univ, Izmir Tepecik Educ & Res Hosp, Dept Otolaryngol Head & Neck Surg, Izmir, TurkiyeEge Univ, Med Program, Fac Med, TR-35100 Izmir, Turkiye
Agayarov, Ozlem Yagiz
[3
]
Demir, Dogukan
论文数: 0引用数: 0
h-index: 0
机构:
Hlth Sci Univ, Izmir Tepecik Educ & Res Hosp, Dept Otolaryngol Head & Neck Surg, Izmir, TurkiyeEge Univ, Med Program, Fac Med, TR-35100 Izmir, Turkiye
Demir, Dogukan
[3
]
Almuradova, Elvina
论文数: 0引用数: 0
h-index: 0
机构:
Ege Univ, Fac Med, Dept Med Oncol, Izmir, Turkiye
Medicana Int Hosp, Dept Oncol, Izmir, TurkiyeEge Univ, Med Program, Fac Med, TR-35100 Izmir, Turkiye
Almuradova, Elvina
[4
,5
]
机构:
[1] Ege Univ, Med Program, Fac Med, TR-35100 Izmir, Turkiye
[2] Istanbul Univ, Istanbul Fac Med, Program Med, Istanbul, Turkiye
[3] Hlth Sci Univ, Izmir Tepecik Educ & Res Hosp, Dept Otolaryngol Head & Neck Surg, Izmir, Turkiye
[4] Ege Univ, Fac Med, Dept Med Oncol, Izmir, Turkiye
Artificial intelligence;
Chatbot;
ChatGPT;
ENT;
UpToDate;
Otorhinolaryngology and head and neck surgery;
EPIDEMIOLOGY;
AGREEMENT;
D O I:
10.1007/s00405-023-08423-w
中图分类号:
R76 [耳鼻咽喉科学];
学科分类号:
100213 ;
摘要:
Purpose The usage of Chatbots as a kind of Artificial Intelligence in medicine is getting to increase in recent years. UpToDate (R) is another well-known search tool established on evidence-based knowledge and is used daily by doctors worldwide. In this study, we aimed to investigate the usefulness and reliability of ChatGPT compared to UpToDate in Otorhinolaryngology and Head and Neck Surgery (ORL-HNS).Materials and methods ChatGPT-3.5 and UpToDate were interrogated for the management of 25 common clinical case scenarios (13 males/12 females) recruited from literature considering the daily observation at the Department of Otorhinolaryngology of Ege University Faculty of Medicine. Scientific references for the management were requested for each clinical case. The accuracy of the references in the ChatGPT answers was assessed on a 0-2 scale and the usefulness of the ChatGPT and UpToDate answers was assessed with 1-3 scores by reviewers. UpToDate and ChatGPT 3.5 responses were compared.Results ChatGPT did not give references in some questions in contrast to UpToDate. Information on the ChatGPT was limited to 2021. UpToDate supported the paper with subheadings, tables, figures, and algorithms. The mean accuracy score of references in ChatGPT answers was 0.25-weak/unrelated. The median (Q1-Q3) was 1.00 (1.25-2.00) for ChatGPT and 2.63 (2.75-3.00) for UpToDate, the difference was statistically significant (p < 0.001). UpToDate was observed more useful and reliable than ChatGPT.Conclusions ChatGPT has the potential to support the physicians to find out the information but our results suggest that ChatGPT needs to be improved to increase the usefulness and reliability of medical evidence-based knowledge.
机构:
Stanford Univ, Sch Med, Dept Otolaryngol Head & Neck Surg, Div Head & Neck Surg, Stanford, CA USA
Stanford Univ, Sch Med, Dept Otolaryngol Head & Neck Surg, Div Head & Neck Surg, 801 Welch Rd, Stanford, CA 94305 USAStanford Univ, Sch Med, Dept Otolaryngol Head & Neck Surg, Div Head & Neck Surg, Stanford, CA USA
Ayoub, Noel F.
;
Lee, Yu-Jin
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Sch Med, Dept Otolaryngol Head & Neck Surg, Div Head & Neck Surg, Stanford, CA USAStanford Univ, Sch Med, Dept Otolaryngol Head & Neck Surg, Div Head & Neck Surg, Stanford, CA USA
Lee, Yu-Jin
;
Grimm, David
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Sch Med, Dept Otolaryngol Head & Neck Surg, Div Head & Neck Surg, Stanford, CA USAStanford Univ, Sch Med, Dept Otolaryngol Head & Neck Surg, Div Head & Neck Surg, Stanford, CA USA
Grimm, David
;
Divi, Vasu
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Sch Med, Dept Otolaryngol Head & Neck Surg, Div Head & Neck Surg, Stanford, CA USAStanford Univ, Sch Med, Dept Otolaryngol Head & Neck Surg, Div Head & Neck Surg, Stanford, CA USA
机构:
ENT & Allergy Associates LLP, New York, NY 10017 USA
Zucker Sch Med Hofstra Northwell, New York, NY 11549 USA
Icahn Sch Med Mt Sinai, New York, NY 10029 USAENT & Allergy Associates LLP, New York, NY 10017 USA
Chandrasekhar, Sujana S.
;
Do, Betty S. Tsai
论文数: 0引用数: 0
h-index: 0
机构:
Kaiser Permanente, Walnut Creek, CA USAENT & Allergy Associates LLP, New York, NY 10017 USA
Do, Betty S. Tsai
;
Schwartz, Seth R.
论文数: 0引用数: 0
h-index: 0
机构:
Virginia Mason Med Ctr, Washington, DC USAENT & Allergy Associates LLP, New York, NY 10017 USA
Schwartz, Seth R.
;
Bontempo, Laura J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Maryland, Sch Med, Baltimore, MD 21201 USAENT & Allergy Associates LLP, New York, NY 10017 USA
Bontempo, Laura J.
;
Faucett, Erynne A.
论文数: 0引用数: 0
h-index: 0
机构:
Hosp Sick Children, Toronto, ON, CanadaENT & Allergy Associates LLP, New York, NY 10017 USA
Faucett, Erynne A.
;
Finestone, Sandra A.
论文数: 0引用数: 0
h-index: 0
机构:
Consumers United Evidence Based Healthcare, Baltimore, MD USAENT & Allergy Associates LLP, New York, NY 10017 USA
Finestone, Sandra A.
;
Hollingsworth, Deena B.
论文数: 0引用数: 0
h-index: 0
机构:
Ear Nose & Throat Specialists Northern Virginia P, Manassas, VA USAENT & Allergy Associates LLP, New York, NY 10017 USA
Hollingsworth, Deena B.
;
Kelley, David M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Oklahoma, Hlth Sci Ctr, Oklahoma City, OK USAENT & Allergy Associates LLP, New York, NY 10017 USA
Kelley, David M.
;
Kmucha, Steven T.
论文数: 0引用数: 0
h-index: 0
机构:
Gould Med Grp Otolaryngol, Stockton, CA USAENT & Allergy Associates LLP, New York, NY 10017 USA
Kmucha, Steven T.
;
Moonis, Gul
论文数: 0引用数: 0
h-index: 0
机构:
Columbia Univ, Med Ctr, New York, NY USAENT & Allergy Associates LLP, New York, NY 10017 USA
Moonis, Gul
;
Poling, Gayla L.
论文数: 0引用数: 0
h-index: 0
机构:
Mayo Clin, Rochester, MN USAENT & Allergy Associates LLP, New York, NY 10017 USA
Poling, Gayla L.
;
Roberts, J. Kirk
论文数: 0引用数: 0
h-index: 0
机构:
Columbia Univ, Med Ctr, New York, NY USAENT & Allergy Associates LLP, New York, NY 10017 USA
Roberts, J. Kirk
;
Stachler, Robert J.
论文数: 0引用数: 0
h-index: 0
机构:
StachlerENT, W Bloomfield, MI USAENT & Allergy Associates LLP, New York, NY 10017 USA
Stachler, Robert J.
;
Zeitler, Daniel M.
论文数: 0引用数: 0
h-index: 0
机构:
Virginia Mason Med Ctr, Washington, DC USAENT & Allergy Associates LLP, New York, NY 10017 USA
Zeitler, Daniel M.
;
Corrigan, Maureen D.
论文数: 0引用数: 0
h-index: 0
机构:
Amer Acad Otolaryngol Head & Neck Surg Fdn, Alexandria, VA USAENT & Allergy Associates LLP, New York, NY 10017 USA
Corrigan, Maureen D.
;
Nnacheta, Lorraine C.
论文数: 0引用数: 0
h-index: 0
机构:
Amer Acad Otolaryngol Head & Neck Surg Fdn, Alexandria, VA USAENT & Allergy Associates LLP, New York, NY 10017 USA
Nnacheta, Lorraine C.
;
Satterfield, Lisa
论文数: 0引用数: 0
h-index: 0
机构:
Amer Acad Otolaryngol Head & Neck Surg Fdn, Alexandria, VA USAENT & Allergy Associates LLP, New York, NY 10017 USA
机构:
Donostia Univ Hosp, Biodonostia Res Inst, Dept Otorhinolaryngol, Osakidetza, San Sebastian 20014, Spain
Deusto Univ, Fac Med, Otorhinolaryngol Dept, Bilbao, Spain
Hosp Univ Bellvitge, Dept Otorhinolaryngol Head & Neck Surg, Barcelona, Spain
Inst Invest Biomed Bellvitge IDIBELL, Barcelona, Spain
Young Otolaryngologists Int Federat Oto Rhino Lary, Head & Neck Study Grp, Paris, France
Young Confederat European Otorhinolaryngol Head &, Vienna, AustriaDonostia Univ Hosp, Biodonostia Res Inst, Dept Otorhinolaryngol, Osakidetza, San Sebastian 20014, Spain
Chiesa-Estomba, Carlos M.
;
Lechien, Jerome R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Mons, EpiCURA Hosp, UMONS Res Inst Hlth Sci & Technol, Dept Otolaryngol & Head & Neck Surg,Div Laryngol &, Mons, Belgium
Hosp Univ Bellvitge, Dept Otorhinolaryngol Head & Neck Surg, Barcelona, Spain
Inst Invest Biomed Bellvitge IDIBELL, Barcelona, Spain
Young Otolaryngologists Int Federat Oto Rhino Lary, Head & Neck Study Grp, Paris, FranceDonostia Univ Hosp, Biodonostia Res Inst, Dept Otorhinolaryngol, Osakidetza, San Sebastian 20014, Spain
Lechien, Jerome R.
;
论文数: 引用数:
h-index:
机构:
Vaira, Luigi A.
;
Brunet, Aina
论文数: 0引用数: 0
h-index: 0
机构:
Hosp Univ Bellvitge, Dept Otorhinolaryngol Head & Neck Surg, Barcelona, Spain
Inst Invest Biomed Bellvitge IDIBELL, Barcelona, SpainDonostia Univ Hosp, Biodonostia Res Inst, Dept Otorhinolaryngol, Osakidetza, San Sebastian 20014, Spain
Brunet, Aina
;
Cammaroto, Giovanni
论文数: 0引用数: 0
h-index: 0
机构:
Hosp Univ Bellvitge, Dept Otorhinolaryngol Head & Neck Surg, Barcelona, Spain
Inst Invest Biomed Bellvitge IDIBELL, Barcelona, Spain
Morgagni Pierantoni Hosp, Dept Head Neck Surg Otolaryngol, Head Neck & Oral Surg Unit, I-47121 Forli, Italy
Young Otolaryngologists Int Federat Oto Rhino Lary, Head & Neck Study Grp, Paris, FranceDonostia Univ Hosp, Biodonostia Res Inst, Dept Otorhinolaryngol, Osakidetza, San Sebastian 20014, Spain
Cammaroto, Giovanni
;
Mayo-Yanez, Miguel
论文数: 0引用数: 0
h-index: 0
机构:
Hosp Univ Bellvitge, Dept Otorhinolaryngol Head & Neck Surg, Barcelona, Spain
Inst Invest Biomed Bellvitge IDIBELL, Barcelona, Spain
Complexo Hosp Univ Coruna CHUAC, Head & Neck Surg Dept, Otorhinolaryngol, La Coruna 15006, Galicia, Spain
Young Otolaryngologists Int Federat Oto Rhino Lary, Head & Neck Study Grp, Paris, FranceDonostia Univ Hosp, Biodonostia Res Inst, Dept Otorhinolaryngol, Osakidetza, San Sebastian 20014, Spain
Mayo-Yanez, Miguel
;
Sanchez-Barrueco, Alvaro
论文数: 0引用数: 0
h-index: 0
机构:
Hosp Univ Bellvitge, Dept Otorhinolaryngol Head & Neck Surg, Barcelona, Spain
Inst Invest Biomed Bellvitge IDIBELL, Barcelona, Spain
Hosp Univ Fdn Jimenez Diaz, ENT & Cervicofacial Surg Dept, Madrid, Spain
Univ Alfonso X el Sabio, Fac Med, Otorhinolaryngol Dept, Madrid, SpainDonostia Univ Hosp, Biodonostia Res Inst, Dept Otorhinolaryngol, Osakidetza, San Sebastian 20014, Spain
Sanchez-Barrueco, Alvaro
;
Saga-Gutierrez, Carlos
论文数: 0引用数: 0
h-index: 0
机构:
Donostia Univ Hosp, Biodonostia Res Inst, Dept Otorhinolaryngol, Osakidetza, San Sebastian 20014, Spain
Deusto Univ, Fac Med, Otorhinolaryngol Dept, Bilbao, Spain
Hosp Univ Bellvitge, Dept Otorhinolaryngol Head & Neck Surg, Barcelona, Spain
Inst Invest Biomed Bellvitge IDIBELL, Barcelona, SpainDonostia Univ Hosp, Biodonostia Res Inst, Dept Otorhinolaryngol, Osakidetza, San Sebastian 20014, Spain
机构:
Stanford Univ, Sch Med, Dept Otolaryngol Head & Neck Surg, Div Head & Neck Surg, Stanford, CA USA
Stanford Univ, Sch Med, Dept Otolaryngol Head & Neck Surg, Div Head & Neck Surg, 801 Welch Rd, Stanford, CA 94305 USAStanford Univ, Sch Med, Dept Otolaryngol Head & Neck Surg, Div Head & Neck Surg, Stanford, CA USA
Ayoub, Noel F.
;
Lee, Yu-Jin
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Sch Med, Dept Otolaryngol Head & Neck Surg, Div Head & Neck Surg, Stanford, CA USAStanford Univ, Sch Med, Dept Otolaryngol Head & Neck Surg, Div Head & Neck Surg, Stanford, CA USA
Lee, Yu-Jin
;
Grimm, David
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Sch Med, Dept Otolaryngol Head & Neck Surg, Div Head & Neck Surg, Stanford, CA USAStanford Univ, Sch Med, Dept Otolaryngol Head & Neck Surg, Div Head & Neck Surg, Stanford, CA USA
Grimm, David
;
Divi, Vasu
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Sch Med, Dept Otolaryngol Head & Neck Surg, Div Head & Neck Surg, Stanford, CA USAStanford Univ, Sch Med, Dept Otolaryngol Head & Neck Surg, Div Head & Neck Surg, Stanford, CA USA
机构:
ENT & Allergy Associates LLP, New York, NY 10017 USA
Zucker Sch Med Hofstra Northwell, New York, NY 11549 USA
Icahn Sch Med Mt Sinai, New York, NY 10029 USAENT & Allergy Associates LLP, New York, NY 10017 USA
Chandrasekhar, Sujana S.
;
Do, Betty S. Tsai
论文数: 0引用数: 0
h-index: 0
机构:
Kaiser Permanente, Walnut Creek, CA USAENT & Allergy Associates LLP, New York, NY 10017 USA
Do, Betty S. Tsai
;
Schwartz, Seth R.
论文数: 0引用数: 0
h-index: 0
机构:
Virginia Mason Med Ctr, Washington, DC USAENT & Allergy Associates LLP, New York, NY 10017 USA
Schwartz, Seth R.
;
Bontempo, Laura J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Maryland, Sch Med, Baltimore, MD 21201 USAENT & Allergy Associates LLP, New York, NY 10017 USA
Bontempo, Laura J.
;
Faucett, Erynne A.
论文数: 0引用数: 0
h-index: 0
机构:
Hosp Sick Children, Toronto, ON, CanadaENT & Allergy Associates LLP, New York, NY 10017 USA
Faucett, Erynne A.
;
Finestone, Sandra A.
论文数: 0引用数: 0
h-index: 0
机构:
Consumers United Evidence Based Healthcare, Baltimore, MD USAENT & Allergy Associates LLP, New York, NY 10017 USA
Finestone, Sandra A.
;
Hollingsworth, Deena B.
论文数: 0引用数: 0
h-index: 0
机构:
Ear Nose & Throat Specialists Northern Virginia P, Manassas, VA USAENT & Allergy Associates LLP, New York, NY 10017 USA
Hollingsworth, Deena B.
;
Kelley, David M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Oklahoma, Hlth Sci Ctr, Oklahoma City, OK USAENT & Allergy Associates LLP, New York, NY 10017 USA
Kelley, David M.
;
Kmucha, Steven T.
论文数: 0引用数: 0
h-index: 0
机构:
Gould Med Grp Otolaryngol, Stockton, CA USAENT & Allergy Associates LLP, New York, NY 10017 USA
Kmucha, Steven T.
;
Moonis, Gul
论文数: 0引用数: 0
h-index: 0
机构:
Columbia Univ, Med Ctr, New York, NY USAENT & Allergy Associates LLP, New York, NY 10017 USA
Moonis, Gul
;
Poling, Gayla L.
论文数: 0引用数: 0
h-index: 0
机构:
Mayo Clin, Rochester, MN USAENT & Allergy Associates LLP, New York, NY 10017 USA
Poling, Gayla L.
;
Roberts, J. Kirk
论文数: 0引用数: 0
h-index: 0
机构:
Columbia Univ, Med Ctr, New York, NY USAENT & Allergy Associates LLP, New York, NY 10017 USA
Roberts, J. Kirk
;
Stachler, Robert J.
论文数: 0引用数: 0
h-index: 0
机构:
StachlerENT, W Bloomfield, MI USAENT & Allergy Associates LLP, New York, NY 10017 USA
Stachler, Robert J.
;
Zeitler, Daniel M.
论文数: 0引用数: 0
h-index: 0
机构:
Virginia Mason Med Ctr, Washington, DC USAENT & Allergy Associates LLP, New York, NY 10017 USA
Zeitler, Daniel M.
;
Corrigan, Maureen D.
论文数: 0引用数: 0
h-index: 0
机构:
Amer Acad Otolaryngol Head & Neck Surg Fdn, Alexandria, VA USAENT & Allergy Associates LLP, New York, NY 10017 USA
Corrigan, Maureen D.
;
Nnacheta, Lorraine C.
论文数: 0引用数: 0
h-index: 0
机构:
Amer Acad Otolaryngol Head & Neck Surg Fdn, Alexandria, VA USAENT & Allergy Associates LLP, New York, NY 10017 USA
Nnacheta, Lorraine C.
;
Satterfield, Lisa
论文数: 0引用数: 0
h-index: 0
机构:
Amer Acad Otolaryngol Head & Neck Surg Fdn, Alexandria, VA USAENT & Allergy Associates LLP, New York, NY 10017 USA
机构:
Donostia Univ Hosp, Biodonostia Res Inst, Dept Otorhinolaryngol, Osakidetza, San Sebastian 20014, Spain
Deusto Univ, Fac Med, Otorhinolaryngol Dept, Bilbao, Spain
Hosp Univ Bellvitge, Dept Otorhinolaryngol Head & Neck Surg, Barcelona, Spain
Inst Invest Biomed Bellvitge IDIBELL, Barcelona, Spain
Young Otolaryngologists Int Federat Oto Rhino Lary, Head & Neck Study Grp, Paris, France
Young Confederat European Otorhinolaryngol Head &, Vienna, AustriaDonostia Univ Hosp, Biodonostia Res Inst, Dept Otorhinolaryngol, Osakidetza, San Sebastian 20014, Spain
Chiesa-Estomba, Carlos M.
;
Lechien, Jerome R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Mons, EpiCURA Hosp, UMONS Res Inst Hlth Sci & Technol, Dept Otolaryngol & Head & Neck Surg,Div Laryngol &, Mons, Belgium
Hosp Univ Bellvitge, Dept Otorhinolaryngol Head & Neck Surg, Barcelona, Spain
Inst Invest Biomed Bellvitge IDIBELL, Barcelona, Spain
Young Otolaryngologists Int Federat Oto Rhino Lary, Head & Neck Study Grp, Paris, FranceDonostia Univ Hosp, Biodonostia Res Inst, Dept Otorhinolaryngol, Osakidetza, San Sebastian 20014, Spain
Lechien, Jerome R.
;
论文数: 引用数:
h-index:
机构:
Vaira, Luigi A.
;
Brunet, Aina
论文数: 0引用数: 0
h-index: 0
机构:
Hosp Univ Bellvitge, Dept Otorhinolaryngol Head & Neck Surg, Barcelona, Spain
Inst Invest Biomed Bellvitge IDIBELL, Barcelona, SpainDonostia Univ Hosp, Biodonostia Res Inst, Dept Otorhinolaryngol, Osakidetza, San Sebastian 20014, Spain
Brunet, Aina
;
Cammaroto, Giovanni
论文数: 0引用数: 0
h-index: 0
机构:
Hosp Univ Bellvitge, Dept Otorhinolaryngol Head & Neck Surg, Barcelona, Spain
Inst Invest Biomed Bellvitge IDIBELL, Barcelona, Spain
Morgagni Pierantoni Hosp, Dept Head Neck Surg Otolaryngol, Head Neck & Oral Surg Unit, I-47121 Forli, Italy
Young Otolaryngologists Int Federat Oto Rhino Lary, Head & Neck Study Grp, Paris, FranceDonostia Univ Hosp, Biodonostia Res Inst, Dept Otorhinolaryngol, Osakidetza, San Sebastian 20014, Spain
Cammaroto, Giovanni
;
Mayo-Yanez, Miguel
论文数: 0引用数: 0
h-index: 0
机构:
Hosp Univ Bellvitge, Dept Otorhinolaryngol Head & Neck Surg, Barcelona, Spain
Inst Invest Biomed Bellvitge IDIBELL, Barcelona, Spain
Complexo Hosp Univ Coruna CHUAC, Head & Neck Surg Dept, Otorhinolaryngol, La Coruna 15006, Galicia, Spain
Young Otolaryngologists Int Federat Oto Rhino Lary, Head & Neck Study Grp, Paris, FranceDonostia Univ Hosp, Biodonostia Res Inst, Dept Otorhinolaryngol, Osakidetza, San Sebastian 20014, Spain
Mayo-Yanez, Miguel
;
Sanchez-Barrueco, Alvaro
论文数: 0引用数: 0
h-index: 0
机构:
Hosp Univ Bellvitge, Dept Otorhinolaryngol Head & Neck Surg, Barcelona, Spain
Inst Invest Biomed Bellvitge IDIBELL, Barcelona, Spain
Hosp Univ Fdn Jimenez Diaz, ENT & Cervicofacial Surg Dept, Madrid, Spain
Univ Alfonso X el Sabio, Fac Med, Otorhinolaryngol Dept, Madrid, SpainDonostia Univ Hosp, Biodonostia Res Inst, Dept Otorhinolaryngol, Osakidetza, San Sebastian 20014, Spain
Sanchez-Barrueco, Alvaro
;
Saga-Gutierrez, Carlos
论文数: 0引用数: 0
h-index: 0
机构:
Donostia Univ Hosp, Biodonostia Res Inst, Dept Otorhinolaryngol, Osakidetza, San Sebastian 20014, Spain
Deusto Univ, Fac Med, Otorhinolaryngol Dept, Bilbao, Spain
Hosp Univ Bellvitge, Dept Otorhinolaryngol Head & Neck Surg, Barcelona, Spain
Inst Invest Biomed Bellvitge IDIBELL, Barcelona, SpainDonostia Univ Hosp, Biodonostia Res Inst, Dept Otorhinolaryngol, Osakidetza, San Sebastian 20014, Spain