A systematic review on machine learning techniques for early detection of mental, neurological and laryngeal disorders using patient's speech
There is a substantial unmet need to diagnose speech-related disorders effectively. Machine
learning (ML), as an area of artificial intelligence (AI), enables researchers, physicians, and …
learning (ML), as an area of artificial intelligence (AI), enables researchers, physicians, and …
Automatic assessment of aphasic speech sensed by audio sensors for classification into aphasia severity levels to recommend speech therapies
HMDPM Herath, WASA Weraniyagoda… - Sensors, 2022 - mdpi.com
Aphasia is a type of speech disorder that can cause speech defects in a person. Identifying
the severity level of the aphasia patient is critical for the rehabilitation process. In this …
the severity level of the aphasia patient is critical for the rehabilitation process. In this …
A Systematic Review of Using Deep Learning in Aphasia: Challenges and Future Directions
Y Wang, W Cheng, F Sufi, Q Fang, SS Mahmoud - Computers, 2024 - mdpi.com
In this systematic literature review, the intersection of deep learning applications within the
aphasia domain is meticulously explored, acknowledging the condition's complex nature …
aphasia domain is meticulously explored, acknowledging the condition's complex nature …
A survey of technologies facilitating home and community-based stroke rehabilitation
X Sun, J Ding, Y Dong, X Ma, R Wang… - … Journal of Human …, 2023 - Taylor & Francis
Stroke is a cardiovascular and cerebrovascular disease that affects the aged population at a
high rate. Patients' functional disabilities can be reduced with effective rehabilitation training …
high rate. Patients' functional disabilities can be reduced with effective rehabilitation training …
GTSO: Gradient tangent search optimization enabled voice transformer with speech intelligibility for aphasia
R Ranjith, A Chandrasekar - Computer Speech & Language, 2024 - Elsevier
A frequent neurological condition known as aphasia is brought on by injury to language-
related brain regions as well as possibly other regions of the brain involved in executive …
related brain regions as well as possibly other regions of the brain involved in executive …
[HTML][HTML] Discourse-and lesion-based aphasia quotient estimation using machine learning
Discourse is a fundamentally important aspect of communication, and discourse production
provides a wealth of information about linguistic ability. Aphasia commonly affects, in …
provides a wealth of information about linguistic ability. Aphasia commonly affects, in …
Prototyping Mobile Storytelling Applications for People with Aphasia
K Szklanny, M Wichrowski, A Wieczorkowska - Sensors, 2021 - mdpi.com
Aphasia is a partial or total loss of the ability to articulate ideas or comprehend spoken
language, resulting from brain damage, in a person whose language skills were previously …
language, resulting from brain damage, in a person whose language skills were previously …
[HTML][HTML] What have we learned from aphasias in the 21st century? Neuroanatomical, cognitive, and diagnostic implications of the ventral language stream
A Fernández-Del Olmo, MI Medina-Valera - Neurology Perspectives, 2022 - Elsevier
Introduction Our understanding of the neural basis of language has grown enormously over
the last 2 decades. However, the classical anatomical-lesional model of aphasias, which …
the last 2 decades. However, the classical anatomical-lesional model of aphasias, which …
Evaluating fluency in aphasia: Fluency scales, trichotomous judgements, or machine learning
J Metu, V Kotha, AE Hillis - Aphasiology, 2024 - Taylor & Francis
ABSTRACT Background Speech-language pathologists (SLPs) and other clinicians often
use aphasia batteries, such as the Western Aphasia Battery-Revised (WAB-R), to evaluate …
use aphasia batteries, such as the Western Aphasia Battery-Revised (WAB-R), to evaluate …
[HTML][HTML] A Telemedicine Platform for Aphasia: Protocol for a Development and Usability Study
M Nunes, AS Teles, D Farias, C Diniz… - JMIR Research …, 2022 - researchprotocols.org
Background: Aphasia is a central disorder of comprehension and expression of language
that cannot be attributed to a peripheral sensory deficit or a peripheral motor disorder. The …
that cannot be attributed to a peripheral sensory deficit or a peripheral motor disorder. The …