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 …

Applied Artificial Intelligence in Healthcare: A Review of Computer Vision Technology Application in Hospital Settings

H Lindroth, K Nalaie, R Raghu, IN Ayala, C Busch… - Journal of …, 2024 - mdpi.com
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 …

Assessing facial weakness in myasthenia gravis with facial recognition software and deep learning

AM Ruiter, Z Wang, Z Yin, WC Naber… - Annals of Clinical …, 2023 - Wiley Online Library
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 …

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 …

Certifying provenance of scientific datasets with self-sovereign identity and verifiable credentials

I Barclay, S Radha, A Preece, I Taylor… - arxiv preprint arxiv …, 2020 - arxiv.org
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 …

Video-based facial weakness analysis

Y Zhuang, MM McDonald, CM Aldridge… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
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 …

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 …

Automatic Facial Palsy Detection—From Mathematical Modeling to Deep Learning

E Vrochidou, V Papić, T Kalampokas, GA Papakostas - Axioms, 2023 - mdpi.com
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 …

[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 …

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 …