Prospective Comparison Between Manual and Computer-Assisted (FOX) Cochlear Implant Fitting in Newly Implanted Patients

被引:4
|
作者
Wathour, Justine [1 ]
Govaerts, Paul J. [2 ,3 ]
Derue, Lucie [1 ]
Vanderbemden, Suzanne [1 ]
Huaux, Helene [1 ]
Lacroix, Emilie [4 ,5 ]
Deggouj, Naima [1 ]
机构
[1] Clin Univ St Luc, Brussels, Belgium
[2] Eargroup, Antwerp, Belgium
[3] Univ Antwerp, Fac Med & Hlth Sci, Translat Neurosci Otorhinolaryngol & Head & Neck S, Antwerp, Belgium
[4] Royal Mil Acad, LIFE Dept, VIPER Res Unit, Brussels, Belgium
[5] Catholic Univ Louvain, Inst Res Psychol Sci IPSY, Louvain La Neuve, Belgium
来源
EAR AND HEARING | 2023年 / 44卷 / 03期
关键词
Artificial intelligence; Cochlear implant; Newly users; Programming; NEURAL RESPONSE TELEMETRY; PROCESSOR;
D O I
10.1097/AUD.0000000000001314
中图分类号
R36 [病理学]; R76 [耳鼻咽喉科学];
学科分类号
100104 ; 100213 ;
摘要
Objective: A prospective, longitudinal, randomized controlled trial with an original crossover design for 1 year was conducted to compare manual fitting to artificial intelligence-based fitting in newly implanted patients. Design: Twenty-four patients who received their first cochlear implant (CI) were randomly assigned to the manual or Fitting to Outcome eXpert (FOX) arm; they followed the corresponding fitting procedures for 1 year. After 1 year, each patient was switched to another arm. The number of fittings, auditory outcomes (pure-tone thresholds, loudness scaling curves, spectral discrimination scores, bisyllabic word recognition in quiet and noise, and speech tracking), fitting session questionnaire, and CI parameters (T level, C level, Threshold Sound Pressure Level (T-SPL), Comfortable Sound Pressure Level (C-SPL), and loudness growth value) were compared between the two groups. Differences between the two groups were analyzed using the Mann-Whitney test, and Holm corrections were applied for multiple statistical tests. At the end of the crossover session, patients were offered the choice to continue with their old or new map. Results: As early as 3 mo postactivation, the FOX group showed less variability and significantly better speech intelligibility in quiet conditions at 40 and 55 dB SPL and noise (p < 0.05) with median phoneme scores of 50%, 70%, and 50% at 55, 70, and 85 dB SPL compared with 45%, 50%, and 40%, respectively. This group showed better results at 12 mo postactivation (p < 0.05). In the manual group, 100% of the patients decided to keep the new FOX map, and 82% performed better with the FOX map. In the FOX group, 63% of the patients decided to keep the manual map, although the measurable outcome had not improved. In this group, participants reported to prefer the manual map because it felt more comfortable, even if the FOX map gave better measured outcome. Conclusion: Although the study size remains relatively small, the AI-FOX approach was equivalent to or even outperformed the manual approach in hearing performance, comfort, and resources. Furthermore, FOX is a tool capable of continuous improvement by comparing its predictions with observed results and is continuously learning from clinicians' practice, which is why this technology promises major advances in the future.
引用
收藏
页码:494 / 505
页数:12
相关论文
共 50 条
  • [31] Tutor versus computer: A prospective comparison of interactive tutorial and computer-assisted instruction in radiology education
    Lieberman, G
    Abramson, R
    Volkan, K
    McArdle, PJ
    ACADEMIC RADIOLOGY, 2002, 9 (01) : 40 - 49
  • [32] COMPARISON BETWEEN 2 COMPUTER-ASSISTED KERATOSCOPES IN MEASURING ASPHERIC SURFACES
    CARONES, F
    GOBBI, PG
    BRANCATO, R
    VENTURI, E
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 1994, 35 (04) : 2062 - 2062
  • [33] COMPARISON BETWEEN PROTON AND X-RAY COMPUTER-ASSISTED TOMOGRAPHY
    HANSON, KM
    JOURNAL OF COMPUTER ASSISTED TOMOGRAPHY, 1977, 1 (02) : 264 - 264
  • [34] A comparison of manual versus computer-assisted radiographic measurement -: Intraobserver measurement variability for Cobb angles
    Shea, KG
    Stevens, PM
    Nelson, M
    Smith, JT
    Masters, KS
    Yandow, S
    SPINE, 1998, 23 (05) : 551 - 555
  • [35] Accuracy of dynamic computer-assisted implant surgery in fully edentulous patients: An in vitro study
    Ruiz-Romero, Victor
    Jorba-Garcia, Adria
    Camps-Font, Octavi
    Figueiredo, Rui
    Valmaseda-Castellon, Eduard
    JOURNAL OF DENTISTRY, 2024, 149
  • [36] Precise Implant Placement With a Computer-Assisted Surgical Guide in Cleft Lip and Palate Patients
    Doh, Re-Mee
    Dam, Chugeum
    Kyung, Kyu-Young
    Park, Wonse
    CLEFT PALATE-CRANIOFACIAL JOURNAL, 2015, 52 (03): : E65 - E71
  • [37] Accuracy of Computer-Assisted Dynamic Navigation in Implant Placement with a Fully Digital Approach: A Prospective Clinical Trial
    Edelmann, Cornelia
    Wetzel, Martin
    Knipper, Anne
    Luthardt, Ralph G.
    Schnutenhaus, Sigmar
    JOURNAL OF CLINICAL MEDICINE, 2021, 10 (09)
  • [38] Comparison of precision of implant placement between two different guided systems for static computer-assisted implant surgery: A simulation-based experimental study
    Pattanasirikun, Papon
    Arunjaroensuk, Sirida
    Panya, Sappasith
    Subbalekha, Keskanya
    Mattheos, Nikos
    Pimkhaokham, Atiphan
    JOURNAL OF DENTAL SCIENCES, 2024, 19 : S38 - S43
  • [39] Accuracy Comparison between Robot-Assisted Dental Implant Placement and Static/Dynamic Computer-Assisted Implant Surgery: A Systematic Review and Meta-Analysis of In Vitro Studies
    Jain, Saurabh
    Sayed, Mohammed E.
    Ibraheem, Wael I.
    Ageeli, Abrar A.
    Gandhi, Sumir
    Jokhadar, Hossam F.
    Alresayes, Saad Saleh
    Alqarni, Hatem
    Alshehri, Abdullah Hasan
    Huthan, Halah Mohammed
    Alami, Atheer
    Al Wadei, Mohammed Hussain Dafer
    Aljabri, Yahya
    MEDICINA-LITHUANIA, 2024, 60 (01):
  • [40] A Comparison Between Computer-Assisted Self-Triage by Patients and Triage Performed by Nurses in the Emergency Department
    Trivedi, Sachin
    Littmann, Jessica
    Stempien, James
    Kapur, Puneet
    Bryce, Rhonda
    Betz, Martin
    CUREUS JOURNAL OF MEDICAL SCIENCE, 2021, 13 (03)