Title :
Diagnosis of Ocular Myasthenia Gravis by means of tracking eye parameters
Author :
Azri, Muhammad ; Young, Stephanie ; Lin, Huiming ; Tan, Chuan Seng ; Zhi Yang
Author_Institution :
Dept. of Electr. & Comput. Eng., Nat. Univ. of Singapore, Singapore, Singapore
Abstract :
Ptosis of the eyelids is a common condition with a myriad of causes. Its management depends on the underlying cause, which can be challenging to diagnose in some cases. Current diagnosis methods include serum antibodies, tensilon test, and electromyography (EMG). Each has its own set of limitations such as invasiveness and lack of sensitivity. To overcome these limitations, we have developed a Portable Realtime Infrared Lids, Iris and Blink (PRILIB) monitoring system, with a long-term goal to improve clinical diagnosis of ptosis. In this paper, we present the algorithms to detect and analyze eye parameters and report experimental results. From experiments conducted on normal volunteers and myasthenic patients, we found 1. Partial blinks happen when Ocular Myasthenia Gravis (OMG) patients are tired or engaged in an activity; 2. Blink rate is significantly higher for OMG patients due to failure to blink fully; 3. There are noticeably more fluctuations of palpebral aperture of OMG patients due to rising and falling of the eyelid height. These experimental findings suggest new diagnostic features for OMG patients and have implications for disease management.
Keywords :
biomechanics; biomedical optical imaging; diseases; eye; gaze tracking; infrared imaging; medical image processing; optical tracking; Blink rate; EMG; OMG patients; PRILIB; Portable Realtime Infrared Lids, Iris and Blink monitoring system; disease management; electromyography; eyelid height falling; eyelid height rising; eyelids; myasthenic patients; normal volunteers; ocular myasthenia gravis diagnosis; palpebral aperture; partial blinks; ptosis clinical diagnosis; serum antibodies; tensilon test; tracking eye parameters; Apertures; Electromyography; Eyelids; Image edge detection; Monitoring; Real-time systems; Transforms;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE
Conference_Location :
Chicago, IL
DOI :
10.1109/EMBC.2014.6943876