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 …

DeepStroke: An efficient stroke screening framework for emergency rooms with multimodal adversarial deep learning

T Cai, H Ni, M Yu, X Huang, K Wong, J Volpi… - Medical image …, 2022 - Elsevier
In an emergency room (ER) setting, stroke triage or screening is a common challenge. A
quick CT is usually done instead of MRI due to MRI's slow throughput and high cost. Clinical …

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 …

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 …

[HTML][HTML] Automatic grading of patients with a unilateral facial paralysis based on the sunnybrook facial grading system-A deep learning study based on a convolutional …

TC Ten Harkel, G de Jong, HAM Marres… - American Journal of …, 2023 - Elsevier
Purpose In order to assess the severity and the progression of a unilateral peripheral facial
palsy the Sunnybrook Facial Grading System (SFGS) is a well-established grading system …

Poster: A Pilot Study On Camera-based Neurological Deficit Detection

Y Zhuang, M Hassan, CM Aldridge, X Yin… - 2020 IEEE/ACM …, 2020 - dl.acm.org
The BANDIT-Brain Attack Neurological Deficit Identification Tool-project aims at developing
an automatic tool to quantitatively assess stroke-related neurological deficits such as facial …

[引用][C] Analisis Metode Klasifikasi Penyakit Bell's Palsy Menggunakan Machine Learning

AH RS, RA Permata - Empiricism Journal, 2024