Kerber KA (2020) Acute vestibular syndrome. Semin Neurol 40:59–66. https://doi.org/10.1055/s-0039-3402739
Tarnutzer AA, Berkowitz AL, Robinson KA, Hsieh Y-H, Newman-Toker DE (2011) Does my dizzy patient have a stroke? A systematic review of bedside diagnosis in acute vestibular syndrome. Can Med Assoc J 183:E571–E592. https://doi.org/10.1503/cmaj.100174
Kattah JC, Talkad AV, Wang DZ, Hsieh YH, Newman-Toker DE (2009) HINTS to diagnose stroke in the acute vestibular syndrome: three-step bedside oculomotor examination more sensitive than early MRI diffusion-weighted imaging. Stroke 40:3504–3510. https://doi.org/10.1161/strokeaha.109.551234
Article PubMed PubMed Central Google Scholar
Newman-Toker DE, Saber Tehrani AS, Mantokoudis G, Pula JH, Guede CI, Kerber KA, Blitz A, Ying SH, Hsieh YH, Rothman RE, Hanley DF, Zee DS, Kattah JC (2013) Quantitative video-oculography to help diagnose stroke in acute vertigo and dizziness: toward an ECG for the eyes. Stroke 44:1158–1161. https://doi.org/10.1161/strokeaha.111.000033
Article PubMed PubMed Central Google Scholar
Warner CL, Bunn L, Koohi N, Schmidtmann G, Freeman J, Kaski D (2022) Clinician’s perspectives in using head impulse-nystagmus-test of skew (HINTS) for acute vestibular syndrome: UK experience. Stroke Vasc Neurol 7:172–175. https://doi.org/10.1136/svn-2021-001229
Machner B, Erber K, Choi JH, Trillenberg P, Sprenger A, Helmchen C (2021) Usability of the head impulse test in routine clinical practice in the emergency department to differentiate vestibular neuritis from stroke. Eur J Neurol 28:1737–1744. https://doi.org/10.1111/ene.14707
Thomas DB, Newman-Toker DE (2016) Avoiding “HINTS positive/negative” to minimize diagnostic confusion in acute vertigo and dizziness. J Acute Care Phys Ther 7:129–131. https://doi.org/10.1097/jat.0000000000000042
MacDougall HG, Weber KP, McGarvie LA, Halmagyi GM, Curthoys IS (2009) The video head impulse test: diagnostic accuracy in peripheral vestibulopathy. Neurology 73:1134–1141. https://doi.org/10.1212/WNL.0b013e3181bacf85
Article CAS PubMed PubMed Central Google Scholar
Roberts HN, McGuigan S, Infeld B, Sultana RV, Gerraty RP (2016) A video-oculographic study of acute vestibular syndromes. Acta Neurol Scand 134:258–264. https://doi.org/10.1111/ane.12536
Article CAS PubMed Google Scholar
Taylor RL, McGarvie LA, Reid N, Young AS, Halmagyi GM, Welgampola MS (2016) Vestibular neuritis affects both superior and inferior vestibular nerves. Neurology 87:1704–1712. https://doi.org/10.1212/wnl.0000000000003223
Kim S-H, Lee S-U, Cho B-H, Cho K-H, Yu S, Kim B-J, Kim J-S (2023) Analyses of head-impulse tests in patients with posterior circulation stroke and vestibular neuritis. Neurology. https://doi.org/10.1212/WNL.0000000000207299
Article PubMed PubMed Central Google Scholar
Morrison M, Korda A, Zamaro E, Wagner F, Caversaccio MD, Sauter TC, Kalla R, Mantokoudis G (2022) Paradigm shift in acute dizziness: is caloric testing obsolete? J Neurol 269:853–860. https://doi.org/10.1007/s00415-021-10667-7
Mantokoudis G, Saber Tehrani AS, Kattah JC, Eibenberger K, Guede CI, Zee DS, Newman-Toker DE (2015) Quantifying the vestibulo-ocular reflex with video-oculography: nature and frequency of artifacts. Audiol Neurootol 20:39–50. https://doi.org/10.1159/000362780
Ha SH, Lee DK, Park G, Kim BJ, Chang JY, Kang DW, Kwon SU, Kim JS, Park HJ, Lee EJ (2023) Prospective analysis of video head impulse tests in patients with acute posterior circulation stroke. Front Neurol 14:1256826. https://doi.org/10.3389/fneur.2023.1256826
Article PubMed PubMed Central Google Scholar
Korda A, Wimmer W, Wyss T, Michailidou E, Zamaro E, Wagner F, Caversaccio MD, Mantokoudis G (2022) Artificial intelligence for early stroke diagnosis in acute vestibular syndrome. Front Neurol 13:919777. https://doi.org/10.3389/fneur.2022.919777
Article PubMed PubMed Central Google Scholar
Ashmore R, Calinescu R, Paterson C (2021) Assuring the machine learning lifecycle: desiderata, methods, and challenges. ACM Comput Surv 54:111. https://doi.org/10.1145/3453444
Haakman M, Cruz L, Huijgens H, van Deursen A (2021) AI lifecycle models need to be revised. Empir Softw Eng 26:95. https://doi.org/10.1007/s10664-021-09993-1
Yang CJ, Cha EH, Park JW, Kang BC, Yoo MH, Kang WS, Ahn JH, Chung JW, Park HJ (2018) Diagnostic value of gains and corrective saccades in video head impulse test in vestibular neuritis. Otolaryngol Head Neck Surg 159:347–353. https://doi.org/10.1177/0194599818768218
Mantokoudis G, Saber Tehrani AS, Wozniak A, Eibenberger K, Kattah JC, Guede CI, Zee DS, Newman-Toker DE (2016) Impact of artifacts on VOR gain measures by video-oculography in the acute vestibular syndrome. J Vestib Res 26:375–385. https://doi.org/10.3233/ves-160587
Article PubMed PubMed Central Google Scholar
Middlehurst M, Large J, Flynn M, Lines J, Bostrom A, Bagnall A (2021) HIVE-COTE 2.0: a new meta ensemble for time series classification. Mach Learn 110:3211–3243
Lubba CH, Sethi SS, Knaute P, Schultz SR, Fulcher BD, Jones NS (2019) catch22: canonical time-series characteristics: selected through highly comparative time-series analysis. Data Min Knowl Disc 33:1821–1852
Deng H, Runger G, Tuv E, Vladimir M (2013) A time series forest for classification and feature extraction. Inf Sci 239:142–153
Dempster A, Petitjean F, Webb GI (2020) ROCKET: exceptionally fast and accurate time series classification using random convolutional kernels. Data Min Knowl Disc 34:1454–1495
DeLong ER, DeLong DM, Clarke-Pearson DL (1988) Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach. Biometrics 44:837–845
Article CAS PubMed Google Scholar
Carpenter J, Bithell J (2000) Bootstrap confidence intervals: when, which, what? A practical guide for medical statisticians. Stat Med 19:1141–1164
Article CAS PubMed Google Scholar
Dietterich TG (1998) approximate statistical tests for comparing supervised classification learning algorithms. Neural Comput 10:1895–1923. https://doi.org/10.1162/089976698300017197
Article CAS PubMed Google Scholar
Nham B, Wang C, Reid N, Calic Z, Kwok BYC, Black DA, Bradshaw A, Halmagyi G, Welgampola MS (2023) Modern vestibular tests can accurately separate stroke and vestibular neuritis. J Neurol 270:2031–2041. https://doi.org/10.1007/s00415-022-11473-5
Comolli L, Korda A, Zamaro E, Wagner F, Sauter TC, Caversaccio MD, Nikles F, Jung S, Mantokoudis G (2023) Vestibular syndromes, diagnosis and diagnostic errors in patients with dizziness presenting to the emergency department: a cross-sectional study. BMJ Open 13:e064057. https://doi.org/10.1136/bmjopen-2022-064057
Article PubMed PubMed Central Google Scholar
Kim JS, Kim HJ (2012) Inferior vestibular neuritis. J Neurol 259:1553–1560. https://doi.org/10.1007/s00415-011-6375-4
Tarnutzer AA, Bockisch CJ, Buffone E, Weber KP (2020) Vestibular mapping in patients with unilateral peripheral-vestibular deficits. Neurology 95:e2988–e3001. https://doi.org/10.1212/wnl.0000000000010812
Article CAS PubMed Google Scholar
Kim S-H, Kim H, Lee S-U, Park E, Cho B-H, Cho K-H, Kim GJ, Yu S, Kim J-S (2024) Bilaterally positive head-impulse tests can differentiate AICA infarction from labyrinthitis. Front Neurol. https://doi.org/10.3389/fneur.2024.1448989
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