Review on facial-recognition-based applications in disease diagnosis
J Qiang, D Wu, H Du, H Zhu, S Chen, H Pan - Bioengineering, 2022 - mdpi.com
Diseases not only manifest as internal structural and functional abnormalities, but also have
facial characteristics and appearance deformities. Specific facial phenotypes are potential …
facial characteristics and appearance deformities. Specific facial phenotypes are potential …
Applied Artificial Intelligence in Healthcare: A Review of Computer Vision Technology Application in Hospital Settings
Computer vision (CV), a type of artificial intelligence (AI) that uses digital videos or a
sequence of images to recognize content, has been used extensively across industries in …
sequence of images to recognize content, has been used extensively across industries in …
Assessing facial weakness in myasthenia gravis with facial recognition software and deep learning
Objective Myasthenia gravis (MG) is an autoimmune disease leading to fatigable muscle
weakness. Extra‐ocular and bulbar muscles are most commonly affected. We aimed to …
weakness. Extra‐ocular and bulbar muscles are most commonly affected. We aimed to …
Automatic facial palsy diagnosis as a classification problem using regional information extracted from a photograph
GS Parra-Dominguez, CH Garcia-Capulin… - Diagnostics, 2022 - mdpi.com
The incapability to move the facial muscles is known as facial palsy, and it affects various
abilities of the patient, for example, performing facial expressions. Recently, automatic …
abilities of the patient, for example, performing facial expressions. Recently, automatic …
Certifying provenance of scientific datasets with self-sovereign identity and verifiable credentials
In order to increase the value of scientific datasets and improve research outcomes, it is
important that only trustworthy data is used. This paper presents mechanisms by which …
important that only trustworthy data is used. This paper presents mechanisms by which …
Video-based facial weakness analysis
Objective: Facial weakness is a common sign of neurological diseases such as Bell's palsy
and stroke. However, recognizing facial weakness still remains as a challenge, because it …
and stroke. However, recognizing facial weakness still remains as a challenge, because it …
Generalizing a Small Facial Image Dataset Using Facial Generative Adversarial Networks for Stroke's Facial Weakness Screening
P Phienphanich, N Lerthirunvibul… - IEEE …, 2023 - ieeexplore.ieee.org
Stroke is a medical emergency resulting from disruption of blood supply to different parts of
the brain which leads to facial weakness and paralysis as the brain is the control center …
the brain which leads to facial weakness and paralysis as the brain is the control center …
Automatic Facial Palsy Detection—From Mathematical Modeling to Deep Learning
Automated solutions for medical diagnosis based on computer vision form an emerging field
of science aiming to enhance diagnosis and early disease detection. The detection and …
of science aiming to enhance diagnosis and early disease detection. The detection and …
[HTML][HTML] Masticatory organ dysfunction recognition based on multimodal information
U Markowska-Kaczmar, M Karolewski… - … Applications of Artificial …, 2025 - Elsevier
This paper describes research on designing a system for initial masticatory dysfunction
recognition, a study with significant implications for patient treatment. The input contains …
recognition, a study with significant implications for patient treatment. The input contains …
Human vs. machine learning based detection of facial weakness using video analysis
CM Aldridge, MM McDonald, M Wruble… - Frontiers in …, 2022 - frontiersin.org
Background Current EMS stroke screening tools facilitate early detection and triage, but the
tools' accuracy and reliability are limited and highly variable. An automated stroke screening …
tools' accuracy and reliability are limited and highly variable. An automated stroke screening …