Biomedical signals and machine learning in amyotrophic lateral sclerosis: a systematic review
Introduction The use of machine learning (ML) techniques in healthcare encompasses an
emerging concept that envisages vast contributions to the tackling of rare diseases. In this …
emerging concept that envisages vast contributions to the tackling of rare diseases. In this …
[HTML][HTML] Efficient machine learning approach for volunteer eye-blink detection in real-time using webcam
PA de Lima Medeiros, GVS da Silva… - Expert Systems with …, 2022 - Elsevier
The progressive diminishment of motor capacities due to Amyotrophic Lateral Sclerosis
(ALS) causes a severe communication deficit. The development of Alternative …
(ALS) causes a severe communication deficit. The development of Alternative …
Spintronic sensors based on magnetic tunnel junctions for wireless eye movement gesture control
The tracking of eye gesture movements using wearable technologies can undoubtedly
improve quality of life for people with mobility and physical impairments by using spintronic …
improve quality of life for people with mobility and physical impairments by using spintronic …
Webcam-based Pupil Diameter Prediction Benefits from Upscaling
Capturing pupil diameter is essential for assessing psychological and physiological states
such as stress levels and cognitive load. However, the low resolution of images in eye …
such as stress levels and cognitive load. However, the low resolution of images in eye …
Robust Eye Blink Detection Using Dual Embedding Video Vision Transformer
J Hong, J Shin, J Choi, M Ko - Proceedings of the IEEE/CVF …, 2024 - openaccess.thecvf.com
Eye blink detection serves as a crucial biomarker for evaluating both physical and mental
states, garnering considerable attention in biometric and video-based studies. Among …
states, garnering considerable attention in biometric and video-based studies. Among …
EyeDentify: A Dataset for Pupil Diameter Estimation based on Webcam Images
In this work, we introduce EyeDentify, a dataset specifically designed for pupil diameter
estimation based on webcam images. EyeDentify addresses the lack of available datasets …
estimation based on webcam images. EyeDentify addresses the lack of available datasets …
Spintronic eyeblink gesture sensor with wearable interface system
This work presents an eyeblink system that detects magnets placed on the eyelid via
integrated magnetic sensors and an analogue circuit on an eyewear frame (without a glass …
integrated magnetic sensors and an analogue circuit on an eyewear frame (without a glass …
Eyelid drive system: An assistive technology employing inductive sensing of eyelid movement
P Graybill, M Kiani - IEEE transactions on biomedical circuits …, 2018 - ieeexplore.ieee.org
This paper presents the design, development, and validation of the eyelid drive system
(EDS), an assistive technology comprising a specialized pair of glasses and millimeter-sized …
(EDS), an assistive technology comprising a specialized pair of glasses and millimeter-sized …
[CITATION][C] Digital Alternative Communication for Individuals with amyotrophic lateral sclerosis: what we have
Embedded biomedical systems for assistive technology and state-of-vigilance forecasting
P Graybill - 2022 - etda.libraries.psu.edu
Embedded systems have become widespread in biomedical applications. They offer the
benefits of portability or wearability and the constant monitoring of physiological signals …
benefits of portability or wearability and the constant monitoring of physiological signals …
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