Cargando…

Performance Evaluation of Machine Learning Frameworks for Aphasia Assessment

Speech assessment is an essential part of the rehabilitation procedure for patients with aphasia (PWA). It is a comprehensive and time-consuming process that aims to discriminate between healthy individuals and aphasic patients, determine the type of aphasia syndrome, and determine the patients’ imp...

Descripción completa

Detalles Bibliográficos
Autores principales:	Mahmoud, Seedahmed S., Kumar, Akshay, Li, Youcun, Tang, Yiting, Fang, Qiang
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8067696/ https://www.ncbi.nlm.nih.gov/pubmed/33916993 http://dx.doi.org/10.3390/s21082582

Ejemplares similares

A Comparative Investigation of Automatic Speech Recognition Platforms for Aphasia Assessment Batteries
por: Mahmoud, Seedahmed S., et al.
Publicado: (2023)

Machine learning framework for assessment of microbial factory performance
por: Oyetunde, Tolutola, et al.
Publicado: (2019)

Error-Related Negativity-Based Robot-Assisted Stroke Rehabilitation System: Design and Proof-of-Concept
por: Kumar, Akshay, et al.
Publicado: (2022)

Occupational Therapy Assessment for Upper Limb Rehabilitation: A Multisensor-Based Approach
por: Mahmoud, Seedahmed S., et al.
Publicado: (2021)

Machine learning‐based multimodal prediction of language outcomes in chronic aphasia
por: Kristinsson, Sigfus, et al.
Publicado: (2020)

Creating a Theoretical Framework to Underpin Discourse Assessment and Intervention in Aphasia
por: Dipper, Lucy, et al.
Publicado: (2021)

An Investigation on the Effect of Extremely Low Frequency Pulsed Electromagnetic Fields on Human Electrocardiograms (ECGs)
por: Fang, Qiang, et al.
Publicado: (2016)

Virtual reality and motor imagery for early post-stroke rehabilitation
por: Choy, Chi S., et al.
Publicado: (2023)

Design of a Novel Compact MICS Band PIFA Antenna for Implantable Biotelemetry Applications
por: Huang, Ziyang, et al.
Publicado: (2022)

A framework for rigorous evaluation of human performance in human and machine learning comparison studies
por: Cowley, Hannah P., et al.
Publicado: (2022)

Application of Machine Learning to Electroencephalography for the Diagnosis of Primary Progressive Aphasia: A Pilot Study
por: Moral-Rubio, Carlos, et al.
Publicado: (2021)

EFAR-MMLA: An Evaluation Framework to Assess and Report Generalizability of Machine Learning Models in MMLA
por: Chejara, Pankaj, et al.
Publicado: (2021)

Patterns of linguistic and numerical performance in aphasia
por: Rath, Dajana, et al.
Publicado: (2015)

Usages of Spark Framework with Different Machine Learning Algorithms
por: Ali Mohamed, Mohamed, et al.
Publicado: (2021)

The development of the People with Aphasia and Other Layperson Involvement (PAOLI) framework for guiding patient and public involvement (PPI) in aphasia research
por: Charalambous, Marina, et al.
Publicado: (2023)

Assessment and Evaluation of Different Machine Learning Algorithms for Predicting Student Performance
por: Alsariera, Yazan A., et al.
Publicado: (2022)

Author Correction: A framework for rigorous evaluation of human performance in human and machine learning comparison studies
por: Cowley, Hannah P., et al.
Publicado: (2022)

Aphasia
por: German, William J.
Publicado: (1929)

Aphasia
Publicado: (1907)

Aphasia
por: McReddie, G. D.
Publicado: (1868)

Aphasia
por: Hopkins, H. R.
Publicado: (1883)

Aphasia
por: Lyman, J. B.
Publicado: (1872)

Performance evaluation of E-nose and E-tongue combined with machine learning for qualitative and quantitative assessment of bear bile powder
por: Lei, Kelu, et al.
Publicado: (2023)

Automated credit assessment framework using ETL process and machine learning
por: Biswas, Neepa, et al.
Publicado: (2022)

Improved prediction of glioma‐related aphasia by diffusion MRI metrics, machine learning, and automated fiber bundle segmentation
por: Shams, Boshra, et al.
Publicado: (2023)

A framework for vehicle quality evaluation based on interpretable machine learning
por: Alwadi, Mohammad, et al.
Publicado: (2022)

The natural history of primary progressive aphasia: beyond aphasia
por: Ulugut, Hulya, et al.
Publicado: (2021)

Neologistic jargon aphasia and agraphia in primary progressive aphasia
por: Rohrer, Jonathan D., et al.
Publicado: (2009)

The Aphasia Rapid Test: an NIHSS-like aphasia test
por: Azuar, C., et al.
Publicado: (2013)

Determining levels of linguistic deficit by applying cluster analysis to the aphasia quotient of Western Aphasia Battery in post-stroke aphasia
por: Yan, Zhijie, et al.
Publicado: (2022)

Constraint-induced aphasia therapy for patients with aphasia: A systematic review
por: Wang, Guandong, et al.
Publicado: (2020)

Pathology of Aphasia
Publicado: (1871)

Congenital Aphasia
por: Town, Clara Harrison
Publicado: (1911)

Aphasia in Children
por: Ewing, Alex W. G.
Publicado: (1930)

Case of Aphasia
por: Fayrer, Joseph
Publicado: (1866)

Lectures on Aphasia
por: Bramwell, Byrom
Publicado: (1897)

Lectures on Aphasia
por: Bramwell, Byrom
Publicado: (1897)

Lectures on Aphasia
por: Bramwell, Byrom
Publicado: (1897)

Lectures on Aphasia
por: Bramwell, Byrom
Publicado: (1897)

Lectures on Aphasia
por: Bramwell, Byrom
Publicado: (1897)

Cannot write session to /tmp/vufind_sessions/sess_c0j9d332dds15pg91t57qc37d0