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For: Matias-Guiu JA, Díaz-Álvarez J, Cuetos F, Cabrera-Martín MN, Segovia-Ríos I, Pytel V, Moreno-Ramos T, Carreras JL, Matías-Guiu J, Ayala JL. Machine learning in the clinical and language characterisation of primary progressive aphasia variants. Cortex 2019;119:312-23. [PMID: 31181419 DOI: 10.1016/j.cortex.2019.05.007] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2019] [Revised: 03/17/2019] [Accepted: 05/07/2019] [Indexed: 12/14/2022]
Number Cited by Other Article(s)
1
Yeaton JD. The neurobiology of sentence production: A narrative review and meta-analysis. BRAIN AND LANGUAGE 2025;264:105549. [PMID: 39983635 DOI: 10.1016/j.bandl.2025.105549] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/18/2024] [Revised: 01/13/2025] [Accepted: 02/05/2025] [Indexed: 02/23/2025]
2
Chriskos P, Neophytou K, Frantzidis CA, Gallegos J, Afthinos A, Onyike CU, Hillis A, Bamidis PD, Tsapkini K. The use of low-density EEG for the classification of PPA and MCI. Front Hum Neurosci 2025;19:1526554. [PMID: 39989721 PMCID: PMC11842309 DOI: 10.3389/fnhum.2025.1526554] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2024] [Accepted: 01/20/2025] [Indexed: 02/25/2025]  Open
3
Díaz-Álvarez J, García-Gutiérrez F, Bueso-Inchausti P, Cabrera-Martín MN, Delgado-Alonso C, Delgado-Alvarez A, Diez-Cirarda M, Valls-Carbo A, Fernández-Romero L, Valles-Salgado M, Dauden-Oñate P, Matías-Guiu J, Peña-Casanova J, Ayala JL, Matias-Guiu JA. Data-driven prediction of regional brain metabolism using neuropsychological assessment in Alzheimer's disease and behavioral variant Frontotemporal dementia. Cortex 2025;183:309-325. [PMID: 39793260 DOI: 10.1016/j.cortex.2024.11.022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Revised: 04/22/2024] [Accepted: 11/25/2024] [Indexed: 01/13/2025]
4
Thomsen K, Keulen S, Arslan S. Functional correlates of executive dysfunction in primary progressive aphasia: a systematic review. Front Aging Neurosci 2024;16:1448214. [PMID: 39493277 PMCID: PMC11528424 DOI: 10.3389/fnagi.2024.1448214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2024] [Accepted: 09/30/2024] [Indexed: 11/05/2024]  Open
5
Zhong X. AI-assisted assessment and treatment of aphasia: a review. Front Public Health 2024;12:1401240. [PMID: 39281082 PMCID: PMC11394183 DOI: 10.3389/fpubh.2024.1401240] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2024] [Accepted: 08/19/2024] [Indexed: 09/18/2024]  Open
6
Ding J, Yang Q, Drossinos N, Guo Q. Advances in semantic dementia: Neuropsychology, pathology & neuroimaging. Ageing Res Rev 2024;99:102375. [PMID: 38866186 DOI: 10.1016/j.arr.2024.102375] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2023] [Revised: 06/03/2024] [Accepted: 06/04/2024] [Indexed: 06/14/2024]
7
Illán-Gala I, Lorca-Puls DL, Tee BL, Ezzes Z, de Leon J, Miller ZA, Rubio-Guerra S, Santos-Santos M, Gómez-Andrés D, Grinberg LT, Spina S, Kramer JH, Wauters LD, Henry ML, Boxer AL, Rosen HJ, Miller BL, Seeley WW, Mandelli ML, Gorno-Tempini ML. Clinical dimensions along the non-fluent variant primary progressive aphasia spectrum. Brain 2024;147:1511-1525. [PMID: 37988272 PMCID: PMC10994525 DOI: 10.1093/brain/awad396] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Revised: 10/21/2023] [Accepted: 11/05/2023] [Indexed: 11/23/2023]  Open
8
Adikari A, Hernandez N, Alahakoon D, Rose ML, Pierce JE. From concept to practice: a scoping review of the application of AI to aphasia diagnosis and management. Disabil Rehabil 2024;46:1288-1297. [PMID: 37171139 DOI: 10.1080/09638288.2023.2199463] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2022] [Accepted: 03/30/2023] [Indexed: 05/13/2023]
9
Santi GC, Conca F, Esposito V, Polito C, Caminiti SP, Boccalini C, Morinelli C, Berti V, Mazzeo S, Bessi V, Marcone A, Iannaccone S, Kim SK, Sorbi S, Perani D, Cappa SF, Catricalà E. Heterogeneity and overlap in the continuum of linguistic profile of logopenic and semantic variants of primary progressive aphasia: a Profile Analysis based on Multidimensional Scaling study. Alzheimers Res Ther 2024;16:49. [PMID: 38448894 PMCID: PMC10918940 DOI: 10.1186/s13195-024-01403-0] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Accepted: 01/29/2024] [Indexed: 03/08/2024]
10
Gajardo-Vidal A, Montembeault M, Lorca-Puls DL, Licata AE, Bogley R, Erlhoff S, Ratnasiri B, Ezzes Z, Battistella G, Tsoy E, Pereira CW, DeLeon J, Tee BL, Henry ML, Miller ZA, Rankin KP, Mandelli ML, Possin KL, Gorno-Tempini ML. Assessing processing speed and its neural correlates in the three variants of primary progressive aphasia with a non-verbal tablet-based task. Cortex 2024;171:165-177. [PMID: 38000139 PMCID: PMC10922977 DOI: 10.1016/j.cortex.2023.10.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Revised: 09/29/2023] [Accepted: 10/18/2023] [Indexed: 11/26/2023]
11
Belder CRS, Marshall CR, Jiang J, Mazzeo S, Chokesuwattanaskul A, Rohrer JD, Volkmer A, Hardy CJD, Warren JD. Primary progressive aphasia: six questions in search of an answer. J Neurol 2024;271:1028-1046. [PMID: 37906327 PMCID: PMC10827918 DOI: 10.1007/s00415-023-12030-4] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2023] [Accepted: 09/27/2023] [Indexed: 11/02/2023]
12
Ramanan S, Halai AD, Garcia-Penton L, Perry AG, Patel N, Peterson KA, Ingram RU, Storey I, Cappa SF, Catricala E, Patterson K, Rowe JB, Garrard P, Ralph MAL. The neural substrates of transdiagnostic cognitive-linguistic heterogeneity in primary progressive aphasia. Alzheimers Res Ther 2023;15:219. [PMID: 38102724 PMCID: PMC10724982 DOI: 10.1186/s13195-023-01350-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Accepted: 11/08/2023] [Indexed: 12/17/2023]
13
Mole J, Nelson A, Chan E, Cipolotti L, Nachev P. Characterizing phonemic fluency by transfer learning with deep language models. Brain Commun 2023;5:fcad318. [PMID: 38046096 PMCID: PMC10691875 DOI: 10.1093/braincomms/fcad318] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2023] [Revised: 10/06/2023] [Accepted: 11/27/2023] [Indexed: 12/05/2023]  Open
14
Staiger A, Schroeter ML, Ziegler W, Pino D, Regenbrecht F, Schölderle T, Rieger T, Riedl L, Müller-Sarnowski F, Diehl-Schmid J. Speech Motor Profiles in Primary Progressive Aphasia. AMERICAN JOURNAL OF SPEECH-LANGUAGE PATHOLOGY 2023;32:1296-1321. [PMID: 37099755 DOI: 10.1044/2023_ajslp-22-00319] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/06/2023]
15
Metu J, Kotha V, Hillis AE. Evaluating Fluency in Aphasia: Fluency Scales, Trichotomous Judgements, or Machine Learning. APHASIOLOGY 2023;38:168-180. [PMID: 38425350 PMCID: PMC10901507 DOI: 10.1080/02687038.2023.2171261] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/02/2022] [Accepted: 01/18/2023] [Indexed: 03/02/2024]
16
Characterization of the logopenic variant of Primary Progressive Aphasia: A systematic review and meta-analysis. Ageing Res Rev 2022;82:101760. [PMID: 36244629 DOI: 10.1016/j.arr.2022.101760] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Accepted: 10/11/2022] [Indexed: 01/31/2023]
17
Nunes M, Teles AS, Farias D, Diniz C, Bastos VH, Teixeira S. A Telemedicine Platform for Aphasia: Protocol for a Development and Usability Study. JMIR Res Protoc 2022;11:e40603. [PMID: 36422881 PMCID: PMC9732749 DOI: 10.2196/40603] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2022] [Revised: 09/02/2022] [Accepted: 10/28/2022] [Indexed: 11/06/2022]  Open
18
Matias-Guiu JA, Grasso SM. Primary progressive aphasia: in search of brief cognitive assessments. Brain Commun 2022;4:fcac227. [PMID: 36128220 PMCID: PMC9478153 DOI: 10.1093/braincomms/fcac227] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2022] [Revised: 12/11/2022] [Accepted: 09/05/2022] [Indexed: 11/14/2022]  Open
19
Da Cunha E, Plonka A, Arslan S, Mouton A, Meyer T, Robert P, Meunier F, Manera V, Gros A. Logogenic Primary Progressive Aphasia or Alzheimer Disease: Contribution of Acoustic Markers in Early Differential Diagnosis. Life (Basel) 2022;12:933. [PMID: 35888023 PMCID: PMC9316974 DOI: 10.3390/life12070933] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2022] [Revised: 06/09/2022] [Accepted: 06/20/2022] [Indexed: 11/22/2022]  Open
20
Gonzalez-Martinez A, Pagán J, Sanz-García A, García-Azorín D, Rodriguez Vico JS, Jaimes A, Gómez García A, Díaz de Terán J, González-García N, Quintas S, Belascoaín R, Casas Limón J, Latorre G, Calle de Miguel C, Sierra Á, Guerrero-Peral ÁL, Trevino-Peinado C, Gago-Veiga AB. Machine-learning based approach to predict anti-CGRP response in patients with migraine: multicenter Spanish study. Eur J Neurol 2022;29:3102-3111. [PMID: 35726393 DOI: 10.1111/ene.15458] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2022] [Accepted: 06/13/2022] [Indexed: 11/26/2022]
21
Díaz-Álvarez J, Matias-Guiu JA, Cabrera-Martín MN, Pytel V, Segovia-Ríos I, García-Gutiérrez F, Hernández-Lorenzo L, Matias-Guiu J, Carreras JL, Ayala JL, Alzheimer’s Disease Neuroimaging Initiative. Genetic Algorithms for Optimized Diagnosis of Alzheimer's Disease and Frontotemporal Dementia Using Fluorodeoxyglucose Positron Emission Tomography Imaging. Front Aging Neurosci 2022;13:708932. [PMID: 35185510 PMCID: PMC8851241 DOI: 10.3389/fnagi.2021.708932] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2021] [Accepted: 12/20/2021] [Indexed: 11/13/2022]  Open
22
Perani D, Cappa SF. The contribution of positron emission tomography to the study of aphasia. HANDBOOK OF CLINICAL NEUROLOGY 2022;185:151-165. [PMID: 35078596 DOI: 10.1016/b978-0-12-823384-9.00008-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
23
Matias-Guiu JA, Suárez-Coalla P, Yus M, Pytel V, Hernández-Lorenzo L, Delgado-Alonso C, Delgado-Álvarez A, Gómez-Ruiz N, Polidura C, Cabrera-Martín MN, Matías-Guiu J, Cuetos F. Identification of the main components of spontaneous speech in primary progressive aphasia and their neural underpinnings using multimodal MRI and FDG-PET imaging. Cortex 2021;146:141-160. [PMID: 34864342 DOI: 10.1016/j.cortex.2021.10.010] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2021] [Revised: 09/26/2021] [Accepted: 10/26/2021] [Indexed: 12/11/2022]
24
Application of Machine Learning to Electroencephalography for the Diagnosis of Primary Progressive Aphasia: A Pilot Study. Brain Sci 2021;11:brainsci11101262. [PMID: 34679327 PMCID: PMC8534262 DOI: 10.3390/brainsci11101262] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2021] [Revised: 08/22/2021] [Accepted: 09/23/2021] [Indexed: 11/17/2022]  Open
25
Pytel V, Hernández-Lorenzo L, Torre-Fuentes L, Sanz R, González N, Cabrera-Martín MN, Delgado-Álvarez A, Gómez-Pinedo U, Matías-Guiu J, Matias-Guiu JA. Whole-Exome Sequencing and C9orf72 Analysis in Primary Progressive Aphasia. J Alzheimers Dis 2021;80:985-990. [PMID: 33612544 DOI: 10.3233/jad-201310] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
26
Pytel V, Cabrera-Martín MN, Delgado-Álvarez A, Ayala JL, Balugo P, Delgado-Alonso C, Yus M, Carreras MT, Carreras JL, Matías-Guiu J, Matías-Guiu JA. Personalized Repetitive Transcranial Magnetic Stimulation for Primary Progressive Aphasia. J Alzheimers Dis 2021;84:151-167. [PMID: 34487043 DOI: 10.3233/jad-210566] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
27
Matias-Guiu JA, Pytel V, Hernández-Lorenzo L, Patel N, Peterson KA, Matías-Guiu J, Garrard P, Cuetos F. Spanish Version of the Mini-Linguistic State Examination for the Diagnosis of Primary Progressive Aphasia. J Alzheimers Dis 2021;83:771-778. [PMID: 34366355 DOI: 10.3233/jad-210668] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
28
Mahmoud SS, Kumar A, Li Y, Tang Y, Fang Q. Performance Evaluation of Machine Learning Frameworks for Aphasia Assessment. SENSORS (BASEL, SWITZERLAND) 2021;21:2582. [PMID: 33916993 PMCID: PMC8067696 DOI: 10.3390/s21082582] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/10/2021] [Revised: 03/26/2021] [Accepted: 03/29/2021] [Indexed: 01/02/2023]
29
Peet BT, Spina S, Mundada N, La Joie R. Neuroimaging in Frontotemporal Dementia: Heterogeneity and Relationships with Underlying Neuropathology. Neurotherapeutics 2021;18:728-752. [PMID: 34389969 PMCID: PMC8423978 DOI: 10.1007/s13311-021-01101-x] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/01/2021] [Indexed: 12/11/2022]  Open
30
Matias-Guiu JA, Suárez-Coalla P, Pytel V, Cabrera-Martín MN, Moreno-Ramos T, Delgado-Alonso C, Delgado-Álvarez A, Matías-Guiu J, Cuetos F. Reading prosody in the non-fluent and logopenic variants of primary progressive aphasia. Cortex 2020;132:63-78. [DOI: 10.1016/j.cortex.2020.08.013] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2020] [Revised: 07/21/2020] [Accepted: 08/14/2020] [Indexed: 12/14/2022]
31
Habes M, Grothe MJ, Tunc B, McMillan C, Wolk DA, Davatzikos C. Disentangling Heterogeneity in Alzheimer's Disease and Related Dementias Using Data-Driven Methods. Biol Psychiatry 2020;88:70-82. [PMID: 32201044 PMCID: PMC7305953 DOI: 10.1016/j.biopsych.2020.01.016] [Citation(s) in RCA: 110] [Impact Index Per Article: 22.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2019] [Revised: 11/30/2019] [Accepted: 01/21/2020] [Indexed: 12/14/2022]
32
Current role of 18F-FDG-PET in the differential diagnosis of the main forms of dementia. Clin Transl Imaging 2020. [DOI: 10.1007/s40336-020-00366-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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