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Li W, Graham AD, Lin MC. A pilot study of the impact of repeated blink refrainment on ocular surface temperature and the interblink period. Optom Vis Sci 2024; 101:652-659. [PMID: 39514397 DOI: 10.1097/opx.0000000000002195] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2024] Open
Abstract
SIGNIFICANCE This study examines a potential stress test of repeated blink refrainment and its effects on the interblink period and the rate of evaporative ocular surface cooling. Such a test could aid in the study of computer vision syndrome, in which screen users unconsciously delay blinking, leading to onset of symptoms. PURPOSE This study aimed to examine the relationship between the length of the maximum achievable interblink time and the rate of ocular surface cooling under stress test conditions of repeated refrainment from blinking for as long as possible. METHODS Subjects acclimated to the examination room for 10 minutes before measurement and then were asked to hold the eyes open and refrain from blinking for as long as possible (the maximum blink interval), while ocular surface temperature was recorded using an infrared thermographic video camera. Subjects completed 20 trials with four successive blinks separating each trial. RESULTS Fifteen subjects (8 female and 7 male subjects) completed the study. The grand mean ocular surface cooling rate was -0.027°C/s (range, -0.338 to +0.014°C/s). A faster ocular surface cooling rate was significantly related to an exponentially shorter maximum blink interval (p<0.001). An increasing number of trials was related to a clinically insignificant increase in the length of the maximum blink interval overall, and a post hoc analysis revealed subject subgroups for whom the stress test was effective or ineffective. CONCLUSIONS The ocular surface evaporatively cools exponentially during periods of blink refrainment. With a subgroup of subjects with initially stable tear films and normal lipid layer thickness, cumulative tear film stress from repeated, longer-term blink refrainment could contribute to tear evaporation and symptoms of computer vision syndrome.
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Affiliation(s)
| | - Andrew D Graham
- Clinical Research Center, School of Optometry, University of California, Berkeley, Berkeley, California
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Aghamalizadeh A, Mazloumi A, Nikabadi A, Nahvi A, Khanehshenas F, Ebrahimian S. Driver drowsiness is associated with altered facial thermal patterns: Machine learning insights from a thermal imaging approach. Physiol Behav 2024; 283:114619. [PMID: 38917929 DOI: 10.1016/j.physbeh.2024.114619] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2024] [Revised: 06/21/2024] [Accepted: 06/22/2024] [Indexed: 06/27/2024]
Abstract
Driver drowsiness is a significant factor in road accidents. Thermal imaging has emerged as an effective tool for detecting drowsiness by enabling the analysis of facial thermal patterns. However, it is not clear which facial areas are most affected and correlate most strongly with drowsiness. This study examines the variations and importance of various facial areas and proposes an approach for detecting driver drowsiness. Twenty participants underwent tests in a driving simulator, and temperature changes in various facial regions were measured. The random forest method was employed to evaluate the importance of each facial region. The results revealed that temperature changes in the nasal area exhibited the highest value, while the eyes had the most correlated changes with drowsiness. Furthermore, drowsiness was classified with an accuracy of 88 % utilizing thermal variations in the facial region identified as the most important regions by the random forest feature importance model. These findings provide a comprehensive overview of facial thermal imaging for detecting driver drowsiness and introduce eye temperature as a novel and effective measure for investigating cognitive activities.
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Affiliation(s)
- Alireza Aghamalizadeh
- Department of Occupational Health, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran
| | - Adel Mazloumi
- Department of Occupational Health, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran; School of Data Science, Nagoya City University, Nagoya, Japan.
| | - Ahmad Nikabadi
- Computer Engineering Department, Amirkabir University of Technology, Tehran, Iran
| | - Ali Nahvi
- Virtual Reality Laboratory, K. N. Toosi University of Technology, Tehran 19697-6449, Iran
| | - Farin Khanehshenas
- Department of Ergonomics, School of Public Health, Iran University of Medical Sciences, Tehran, Iran
| | - Serajeddin Ebrahimian
- Virtual Reality Laboratory, K. N. Toosi University of Technology, Tehran 19697-6449, Iran; Department of Technical Physics, University of Eastern Finland, 70210 Kuopio, Finland
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Characterizing the Aging Process of the Human Eye: Tear Evaporation, Fluid Dynamics, Blood Flow, and Metabolism-Based Comparative Study. BIOMED RESEARCH INTERNATIONAL 2022; 2022:2805402. [PMID: 35372570 PMCID: PMC8970893 DOI: 10.1155/2022/2805402] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/29/2021] [Revised: 03/03/2022] [Accepted: 03/12/2022] [Indexed: 11/18/2022]
Abstract
Eye temperature and intraocular pressure are two measurable parameters that can be monitored as a health index with aging. Deviations from the normal range of intraocular pressure and temperature lead to the formation of many diseases. This study has been carried out to evaluate the relations between the physiological and anatomical changes of the eye with aging using mathematical modeling. 2D computer-aided design of the human eye has been developed for two major groups: 21 to 30 years and 41 to 50 years. The computer simulation has been carried out to determine the effects of physiological changes of tear evaporation, fluid dynamics, blood flow, and metabolism of eye tissues with aging. The simulation has been carried out in the standing and the supine position of a human body. The rate of temperature change is – 0.0075 K per year in the standing position and – 0.007 K per year in the supine position because of the modeled anatomical and physiological effects. All the three simulation parameters of this study, the temperature of the human eye, the intraocular pressure, and the aqueous humor flow velocity, have been compared with the recent practical and simulation-based experiments to validate our results.
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Gokul KC, Kandel H, Valiño L, Kaiti R, Roy P, Sohail M, Gurung DB. Computational study for temperature distribution in ArF excimer laser corneal refractive surgeries using different beam delivery techniques. Lasers Med Sci 2021; 37:1709-1716. [PMID: 34564765 DOI: 10.1007/s10103-021-03420-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2020] [Accepted: 09/13/2021] [Indexed: 11/24/2022]
Abstract
Refractive errors are the most common causes of vision impairment worldwide and laser refractive surgery is one of the most frequently performed ocular surgeries. Clinical studies have reported that approximately 10.5% of patients need an additional procedure after the surgery. The major complications of laser surgery are over/under correction and dry eye. An increase in temperature may be a cause for these complications. The purpose of this study was to estimate the increase in temperature during laser refractive surgery and its relationship with the complications observed for different surgical techniques. In this paper, a finite element model was applied to investigate the temperature distribution of the cornea when subjected to ArF excimer laser at a single spot using various beam delivery systems (broad beam, scanning slit, and flying spot). The Pennes bio-heat equation was used to predict the temperature values at different laser pulse energies and frequencies. The maximum temperature increase by ArF laser ([Formula: see text] frequency and [Formula: see text] pulse energy) at a single spot was [Formula: see text] for [Formula: see text] diopter correction ([Formula: see text] of ablation of corneal stroma) using broad beam, scanning slit, and flying spot beam delivery approaches respectively. The peak temperature due to a single pulse was estimated to be [Formula: see text]. Although the peak temperature (sufficient energy to break intermolecular bonds) exists for a very short time ([Formula: see text]) compared to the thermal relaxation time ([Formula: see text]), there is some thermal energy exchange between corneal tissues during a laser refractive surgery. Heating may cause collagen denaturation, collagen shrinkage, and more evaporation and hence proposed to be a risk factor for over/under correction and dry eye.
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Affiliation(s)
- K C Gokul
- Department of Mathematics, School of Science, Kathmandu University, Dhulikhel, Nepal.
| | - Himal Kandel
- Save Sight Institute, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
| | - Luis Valiño
- LIFTEC (CSIC), Universidad de Zaragoza, Zaragoza, Spain
| | - Raju Kaiti
- Nepal Eye Hospital, Tripureshwor, Kathmandu, Nepal
| | - Prosun Roy
- Department of Mechanical Engineering, University of Wisconsin, Milwaukee, USA
| | - Muhammad Sohail
- Department of Applied Mathematics and Statistics, Institute of Space Technology, Islamabad, Pakistan
| | - Dil Bahadur Gurung
- Department of Mathematics, School of Science, Kathmandu University, Dhulikhel, Nepal
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Xie J, Zhu Y, Fan Y, Xie L, Xie R, Huang F, Cao L. Association between extreme heat and hospital admissions for cataract patients in Hefei, China. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2020; 27:45381-45389. [PMID: 32789637 PMCID: PMC7686207 DOI: 10.1007/s11356-020-10402-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/06/2020] [Accepted: 08/04/2020] [Indexed: 06/11/2023]
Abstract
Cataract is the first cause of blindness and the major cause of visual impairment worldwide. Under conditions of global warming, researchers have begun to give attention to the influence of increasing temperature on cataract patients. Our paper aimed to investigate the association between extreme heat and hospital admissions for cataract in Hefei, China. Based on data from the New Rural Cooperative Medical System and National Meteorological Information Center, we used a generalized additive model and a distributed lag nonlinear model to examine the relationship between extreme heat and hospitalizations for cataract, with consideration of cumulative and lagged effects. When current mean temperature was above 28 °C, each 1 °C rise was associated with a 4% decrease in the number of cataract admissions (RR = 0.96, 95% CI = 0.94-0.98). The cumulative relative risk over 11 days of lag was the lowest, which indicated that every 1 °C increase in mean temperature above 28 °C was associated with a 19% decrease in the number of hospital admissions for cataract (RR = 0.81, 95% CI = 0.75-0.88). In subgroup analyses, the negative association between extreme heat and hospital admissions for cataract was stronger among patients who were not admitted to provincial-level hospitals. In conclusion, this paper found that extreme heat was negatively associated with cataract hospitalizations in Hefei, providing useful information for hospitals and policymakers.
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Affiliation(s)
- Jingui Xie
- School of Management, Technical University of Munich, Bildungscampus 9, 74076 Heilbronn, Germany
| | - Yongjian Zhu
- School of Management, University of Science and Technology of China, 96 Jin Zhai Road, Bao He District, Hefei, 230026 Anhui People’s Republic of China
| | - Yiming Fan
- School of Management, University of Science and Technology of China, 96 Jin Zhai Road, Bao He District, Hefei, 230026 Anhui People’s Republic of China
| | - Linbo Xie
- Anhui Health College, 9 Xue Yuan Road, Jiao Yu Yuan District, Chizhou, 247099 Anhui People’s Republic of China
| | - Ruijin Xie
- Anhui Health College, 9 Xue Yuan Road, Jiao Yu Yuan District, Chizhou, 247099 Anhui People’s Republic of China
| | - Fengming Huang
- The First Affiliated Hospital of University of Science and Technology of China, 17 Lu Jiang Road, Lu Yang District, Hefei, 230001 Anhui People’s Republic of China
| | - Liqing Cao
- The First Affiliated Hospital of University of Science and Technology of China, 17 Lu Jiang Road, Lu Yang District, Hefei, 230001 Anhui People’s Republic of China
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Zimmerman K, Kearns F, Tzekov R. Natural protection of ocular surface from viral infections - A hypothesis. Med Hypotheses 2020; 143:110082. [PMID: 32679424 PMCID: PMC7346787 DOI: 10.1016/j.mehy.2020.110082] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2020] [Accepted: 07/04/2020] [Indexed: 01/08/2023]
Abstract
A pandemic outbreak of a viral respiratory infection (COVID-19) caused by a coronavirus (SARS-CoV-2) prompted a multitude of research focused on various aspects of this disease. One of the interesting aspects of the clinical manifestation of the infection is an accompanying ocular surface viral infection, viral conjunctivitis. Although occasional reports of viral conjunctivitis caused by this and the related SARS-CoV virus (causing the SARS outbreak in the early 2000s) are available, the prevalence of this complication among infected people appears low (~1%). This is surprising, considering the recent discovery of the presence of viral receptors (ACE2 and TMPRSS2) in ocular surface tissue. The discrepancy between the theoretically expected high rate of concurrence of viral ocular surface inflammation and the observed relatively low occurrence can be explained by several factors. In this work, we discuss the significance of natural protective factors related to anatomical and physiological properties of the eyes and preventing the deposition of large number of virus-loaded particles on the ocular surface. Specifically, we advance the hypothesis that the standing potential of the eye plays an important role in repelling aerosol particles (microdroplets) from the surface of the eye and discuss factors associated with this hypothesis, possible ways to test it and its implications in terms of prevention of ocular infections.
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Affiliation(s)
- Keith Zimmerman
- Department of Ophthalmology, University of South Florida, Tampa, FL, USA
| | - Fiona Kearns
- Department of Chemistry, University of South Florida, Tampa, FL, USA
| | - Radouil Tzekov
- Department of Ophthalmology, University of South Florida, Tampa, FL, USA; Department of Pharmaceutical Sciences, University of South Florida, Tampa, FL, USA; Department of Medical Engineering, University of South Florida, Tampa, FL, USA.
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Ramadan MA, Abd El Salam MA. Spectral collocation method for solving continuous population models for single and interacting species by means of exponential Chebyshev approximation. INT J BIOMATH 2019. [DOI: 10.1142/s1793524518501097] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
In this paper, an efficient and accurate method is presented to solve continuous population models for single and interacting species using spectral collocation method with exponential Chebyshev (EC) functions. The first problem is a logistic growth model in a population, while the second problem is a prey–predator model: Lotka–Volterra system, the third is a simple 2-species Lotka–Volterra competition model, and the final one is a prey–predator model with limit cycle periodic behavior. The high accuracy of this method is verified through some numerical examples. The obtained numerical results are compared with other methods, showing that the proposed method gives higher accuracy.
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Affiliation(s)
- M. A. Ramadan
- Mathematics Department, Faculty of Science, Menoufia University, Shebin El-Kom, Egypt
| | - M. A. Abd El Salam
- Mathematics Department, Faculty of Science, Al-Azhar University, Nasr-City, Cairo, Egypt
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