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Haghani M, Bliemer MCJ, Farooq B, Kim I, Li Z, Oh C, Shahhoseini Z, MacDougall H. Applications of brain imaging methods in driving behaviour research. ACCIDENT; ANALYSIS AND PREVENTION 2021; 154:106093. [PMID: 33770719 DOI: 10.1016/j.aap.2021.106093] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/21/2020] [Revised: 01/14/2021] [Accepted: 03/15/2021] [Indexed: 06/12/2023]
Abstract
Applications of neuroimaging methods have substantially contributed to the scientific understanding of human factors during driving by providing a deeper insight into the neuro-cognitive aspects of driver brain. This has been achieved by conducting simulated (and occasionally, field) driving experiments while collecting driver brain signals of various types. Here, this sector of studies is comprehensively reviewed at both macro and micro scales. At the macro scale, bibliometric aspects of these studies are analysed. At the micro scale, different themes of neuroimaging driving behaviour research are identified and the findings within each theme are synthesised. The surveyed literature has reported on applications of four major brain imaging methods. These include Functional Magnetic Resonance Imaging (fMRI), Electroencephalography (EEG), Functional Near-Infrared Spectroscopy (fNIRS) and Magnetoencephalography (MEG), with the first two being the most common methods in this domain. While collecting driver fMRI signal has been particularly instrumental in studying neural correlates of intoxicated driving (e.g. alcohol or cannabis) or distracted driving, the EEG method has been predominantly utilised in relation to the efforts aiming at development of automatic fatigue/drowsiness detection systems, a topic to which the literature on neuro-ergonomics of driving particularly has shown a spike of interest within the last few years. The survey also reveals that topics such as driver brain activity in semi-automated settings or neural activity of drivers with brain injuries or chronic neurological conditions have by contrast been investigated to a very limited extent. Potential topics in driving behaviour research are identified that could benefit from the adoption of neuroimaging methods in future studies. In terms of practicality, while fMRI and MEG experiments have proven rather invasive and technologically challenging for adoption in driving behaviour research, EEG and fNIRS applications have been more diverse. They have even been tested beyond simulated driving settings, in field driving experiments. Advantages and limitations of each of these four neuroimaging methods in the context of driving behaviour experiments are outlined in the paper.
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Affiliation(s)
- Milad Haghani
- Institute of Transport and Logistics Studies, The University of Sydney Business School, The University of Sydney, NSW, Australia; Centre for Spatial Data Infrastructure and Land Administration (CSDILA), School of Electrical, Mechanical and Infrastructure Engineering, The University of Melbourne, Australia.
| | - Michiel C J Bliemer
- Institute of Transport and Logistics Studies, The University of Sydney Business School, The University of Sydney, NSW, Australia
| | - Bilal Farooq
- Laboratory of Innovations in Transportation, Ryerson University, Toronto, Canada
| | - Inhi Kim
- Institute of Transport Studies, Department of Civil Engineering, Monash University, VIC, Australia; Department of Civil and Environmental Engineering, Kongju National University, Cheonan, Republic of Korea
| | - Zhibin Li
- School of Transportation, Southeast University, Nanjing, China
| | - Cheol Oh
- Department of Transportation and Logistics Engineering, Hanyang University, Republic of Korea
| | | | - Hamish MacDougall
- School of Psychology, Faculty of Science, The University of Sydney, Sydney, Australia
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2
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Titchener SA, Ayton LN, Abbott CJ, Fallon JB, Shivdasani MN, Caruso E, Sivarajah P, Petoe MA. Head and Gaze Behavior in Retinitis Pigmentosa. Invest Ophthalmol Vis Sci 2019; 60:2263-2273. [PMID: 31112611 DOI: 10.1167/iovs.18-26121] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
Purpose Peripheral visual field loss (PVFL) due to retinitis pigmentosa (RP) decreases saccades to areas of visual defect, leading to a habitually confined range of eye movement. We investigated the relative contributions of head and eye movement in RP patients and normal-sighted controls to determine whether this reduced eye movement is offset by increased head movement. Methods Eye-head coordination was examined in 18 early-moderate RP patients, 4 late-stage RP patients, and 19 normal-sighted controls. Three metrics were extracted: the extent of eye, head, and total gaze (eye+head) movement while viewing a naturalistic scene; head gain, the ratio of head movement to total gaze movement during smooth pursuit; and the customary oculomotor range (COMR), the orbital range within which the eye is preferentially maintained during a pro-saccade task. Results The late-stage RP group had minimal gaze movement and could not discern the naturalistic scene. Variance in head position in early-moderate RP was significantly greater than in controls, whereas variance in total gaze was similar. Head gain was greater in early-moderate RP than in controls, whereas COMR was smaller. Across groups, visual field extent was negatively correlated with head gain and positively correlated with COMR. Accounting for age effects, these results demonstrate increased head movement at the expense of eye movement in participants with PVFL. Conclusions RP is associated with an increased propensity for head movement during gaze shifts, and the magnitude of this effect is dependent on the severity of visual field loss.
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Affiliation(s)
- Samuel A Titchener
- The Bionics Institute of Australia, East Melbourne, Victoria, Australia.,Department of Medical Bionics, University of Melbourne, Parkville, Victoria, Australia
| | - Lauren N Ayton
- Centre for Eye Research Australia, East Melbourne, Victoria, Australia.,Department of Surgery (Ophthalmology), University of Melbourne, Parkville, Victoria, Australia
| | - Carla J Abbott
- Centre for Eye Research Australia, East Melbourne, Victoria, Australia.,Department of Surgery (Ophthalmology), University of Melbourne, Parkville, Victoria, Australia
| | - James B Fallon
- The Bionics Institute of Australia, East Melbourne, Victoria, Australia.,Department of Medical Bionics, University of Melbourne, Parkville, Victoria, Australia
| | - Mohit N Shivdasani
- The Bionics Institute of Australia, East Melbourne, Victoria, Australia.,Graduate School of Biomedical Engineering, The University of New South Wales, Kensington, New South Wales, Australia
| | - Emily Caruso
- Centre for Eye Research Australia, East Melbourne, Victoria, Australia.,Department of Surgery (Ophthalmology), University of Melbourne, Parkville, Victoria, Australia
| | - Pyrawy Sivarajah
- Centre for Eye Research Australia, East Melbourne, Victoria, Australia
| | - Matthew A Petoe
- The Bionics Institute of Australia, East Melbourne, Victoria, Australia.,Department of Medical Bionics, University of Melbourne, Parkville, Victoria, Australia
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Wood JM. 2015 Glenn A. Fry Award Lecture: Driving toward a New Vision: Understanding the Role of Vision in Driving. Optom Vis Sci 2019; 96:626-636. [PMID: 31479017 DOI: 10.1097/opx.0000000000001421] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
More than 90% of the sensory information that we use for driving is estimated to be visual. However, there is ongoing debate regarding the extent to which different ocular conditions and types of visual impairment affect driving performance and which visual functions are most important for safe driving. My program of research has sought to address these questions using a range of experimental approaches including measures of real-world driving performance on a closed-circuit driving course and under in-traffic conditions. This article provides a current overview of how visual impairment affects driving ability and safety and also highlights the visual challenges of nighttime driving, including the visibility of vulnerable road users, based on the wider research literature, as well as providing a snapshot of some of my own studies. Emphasis is placed on those studies that are relevant to assessing a patient's visual fitness to drive, as well as providing appropriate advice regarding the impact of common visual impairments on driving ability and safety.
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Bowers AR. Driving with homonymous visual field loss: a review of the literature. Clin Exp Optom 2016; 99:402-18. [PMID: 27535208 DOI: 10.1111/cxo.12425] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2015] [Revised: 02/02/2016] [Accepted: 02/26/2016] [Indexed: 01/13/2023] Open
Abstract
Driving is an important rehabilitation goal for patients with homonymous field defects (HFDs); however, whether or not people with HFDs should be permitted to drive is not clear. Over the last 15 years, there has been a marked increase in the number of studies evaluating the effects of HFDs on driving performance. This review of the literature provides a much-needed summary for practitioners and researchers, addressing the following topics: regulations pertaining to driving with HFDs, self-reported driving difficulties, pass rates in on-road tests, the effects of HFDs on lane position and steering stability, the effects of HFDs on scanning and detection of potential hazards, screening for potential fitness to drive, evaluating practical fitness to drive and the efficacy of interventions to improve driving of persons with HFDs. Although there is clear evidence from on-road studies that some people with HFDs may be rated as safe to drive, others are reported to have significant deficits in skills important for safe driving, including taking a lane position too close to one side of the travel lane, unstable steering and inadequate viewing (scanning) behaviour. Driving simulator studies have provided strong evidence of a wide range in compensatory scanning abilities and detection performance, despite similar amounts of visual field loss. Conventional measurements of visual field extent (in which eye movements are not permitted) do not measure such compensatory abilities and are not predictive of on-road driving performance. Thus, there is a need to develop better tests to screen people with HFDs for visual fitness to drive. We are not yet at a point where we can predict which HFD patient is likely to be a safe driver. Therefore, it seems only fair to provide an opportunity for individualised assessments of practical fitness to drive either on the road and/or in a driving simulator.
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Affiliation(s)
- Alex R Bowers
- Schepens Eye Research Institute, Massachusetts Eye and Ear, Harvard Medical School, Boston, Massachusetts, USA.
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Wood JM, Black AA. Ocular disease and driving. Clin Exp Optom 2016; 99:395-401. [PMID: 27156178 DOI: 10.1111/cxo.12391] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2015] [Revised: 12/27/2015] [Accepted: 01/11/2016] [Indexed: 02/01/2023] Open
Abstract
As the driving population ages, the number of drivers with visual impairment resulting from ocular disease will increase given the age-related prevalence of ocular disease. The increase in visual impairment in the driving population has a number of implications for driving outcomes. This review summarises current research regarding the impact of common ocular diseases on driving ability and safety, with particular focus on cataract, glaucoma, age-related macular degeneration, hemianopia and diabetic retinopathy. The evidence considered includes self-reported driving outcomes, driving performance (on-road and simulator-based) and various motor vehicle crash indices. Collectively, this review demonstrates that driving ability and safety are negatively affected by ocular disease; however, further research is needed in this area. Older drivers with ocular disease need to be aware of the negative consequences of their ocular condition and in the case where treatment options are available, encouraged to seek these earlier for optimum driving safety and quality of life benefits.
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Affiliation(s)
- Joanne M Wood
- School of Optometry and Vision Science, Queensland University of Technology, Kelvin Grove, Queensland, Australia.
| | - Alex A Black
- School of Optometry and Vision Science, Queensland University of Technology, Kelvin Grove, Queensland, Australia
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Rapp B, Purcell J, Hillis AE, Capasso R, Miceli G. Neural bases of orthographic long-term memory and working memory in dysgraphia. Brain 2016; 139:588-604. [PMID: 26685156 PMCID: PMC4805091 DOI: 10.1093/brain/awv348] [Citation(s) in RCA: 69] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2015] [Revised: 09/15/2015] [Accepted: 10/12/2015] [Indexed: 11/14/2022] Open
Abstract
Spelling a word involves the retrieval of information about the word's letters and their order from long-term memory as well as the maintenance and processing of this information by working memory in preparation for serial production by the motor system. While it is known that brain lesions may selectively affect orthographic long-term memory and working memory processes, relatively little is known about the neurotopographic distribution of the substrates that support these cognitive processes, or the lesions that give rise to the distinct forms of dysgraphia that affect these cognitive processes. To examine these issues, this study uses a voxel-based mapping approach to analyse the lesion distribution of 27 individuals with dysgraphia subsequent to stroke, who were identified on the basis of their behavioural profiles alone, as suffering from deficits only affecting either orthographic long-term or working memory, as well as six other individuals with deficits affecting both sets of processes. The findings provide, for the first time, clear evidence of substrates that selectively support orthographic long-term and working memory processes, with orthographic long-term memory deficits centred in either the left posterior inferior frontal region or left ventral temporal cortex, and orthographic working memory deficits primarily arising from lesions of the left parietal cortex centred on the intraparietal sulcus. These findings also contribute to our understanding of the relationship between the neural instantiation of written language processes and spoken language, working memory and other cognitive skills.
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Affiliation(s)
- Brenda Rapp
- 1 Department of Cognitive Science, Johns Hopkins University, Baltimore, USA 2 Department of Psychological and Brain Sciences, Johns Hopkins University, Baltimore, USA 3 Department of Neuroscience, Johns Hopkins University, Baltimore, USA
| | - Jeremy Purcell
- 1 Department of Cognitive Science, Johns Hopkins University, Baltimore, USA
| | - Argye E Hillis
- 1 Department of Cognitive Science, Johns Hopkins University, Baltimore, USA 4 Department of Neurology, Johns Hopkins University, Baltimore, USA 5 Department of Physical Medicine and Rehabilitation, Johns Hopkins University, Baltimore, USA
| | | | - Gabriele Miceli
- 7 Center for Mind/Brain Sciences, University of Trento, Trento, Italy
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Devos H, Verheyden G, Van Gils A, Tant M, Akinwuntan AE. Association between site of lesion and driving performance after ischemic stroke. Top Stroke Rehabil 2015; 22:246-52. [DOI: 10.1179/1074935714z.0000000018] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022]
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Prediction of driving safety in individuals with homonymous hemianopia and quadrantanopia from clinical neuroimaging. J Ophthalmol 2014; 2014:754042. [PMID: 24683493 PMCID: PMC3941145 DOI: 10.1155/2014/754042] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2013] [Revised: 12/17/2013] [Accepted: 12/19/2013] [Indexed: 11/27/2022] Open
Abstract
Background. This study aimed to determine whether it is possible to predict driving safety of individuals with homonymous hemianopia or quadrantanopia based upon a clinical review of neuroimages that are routinely available in clinical practice. Methods. Two experienced neuroophthalmologists viewed a summary report of the CT/MRI scans of 16 participants with homonymous hemianopic or quadrantanopic field defects which indicated the site and extent of the lesion and they made predictions regarding whether participants would be safe/unsafe to drive. Driving safety was independently defined at the time of the study using state-recorded motor vehicle crashes (all crashes and at-fault) for the previous 5 years and ratings of driving safety determined through a standardized on-road driving assessment by a certified driving rehabilitation specialist. Results. The ability to predict driving safety was highly variable regardless of the driving safety measure, ranging from 31% to 63% (kappa levels ranged from −0.29 to 0.04). The level of agreement between the neuroophthalmologists was only fair (kappa = 0.28). Conclusions. Clinical evaluation of summary reports of currently available neuroimages by neuroophthalmologists is not predictive of driving safety. Future research should be directed at identifying and/or developing alternative tests or strategies to better enable clinicians to make these predictions.
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Millington RS, Ajina S, Bridge H. Novel brain imaging approaches to understand acquired and congenital neuro-ophthalmological conditions. Curr Opin Neurol 2014; 27:92-97. [PMID: 24300791 PMCID: PMC3983755 DOI: 10.1097/wco.0000000000000050] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
PURPOSE OF REVIEW The arrival of large datasets and the on-going refinement of neuroimaging technology have led to a number of recent advances in our understanding of visual pathway disorders. This work can broadly be classified into two areas, both of which are important when considering the optimal management strategies. The first looks at the delineation of damage, teasing out subtle changes to (specific components of) the visual pathway, which may help evaluate the severity and extent of disease. The second uses neuroimaging to investigate neuroplasticity, via changes in connectivity, cortical thickness, and retinotopic maps within the visual cortex. RECENT FINDINGS Here, we give consideration to both acquired and congenital patients with damage to the visual pathway, and how they differ. Congenital disorders of the peripheral visual system can provide insight into the large-scale reorganization of the visual cortex: these are investigated with reference to disorders of the optic chiasm and anophthalmia (absence of the eyes). In acquired conditions, we consider the recent work describing patterns of degeneration, both following single insult and in neurodegenerative conditions. We also discuss the developments in functional neuroimaging, with particular reference to work on hemianopia and the controversial suggestion of cortical reorganization following acquired retinal injury. SUMMARY Techniques for comparing neuro-ophthalmological conditions with healthy visual systems provide sensitive metrics to uncover subtle differences in grey and white matter structure of the brain. It is now possible to compare the massive reorganization present in congenital conditions with the apparent lack of plasticity following acquired damage.
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Affiliation(s)
| | - Sara Ajina
- Corresponding author: Dr Sara Ajina, Oxford Centre for FMRI of the Brain, John Radcliffe Hospital, Oxford, OX3 9DU, UK. Tel: +44-1865-740348;
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Hardiess G, Hansmann-Roth S, Mallot HA. Gaze movements and spatial working memory in collision avoidance: a traffic intersection task. Front Behav Neurosci 2013; 7:62. [PMID: 23760667 PMCID: PMC3674308 DOI: 10.3389/fnbeh.2013.00062] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2013] [Accepted: 05/22/2013] [Indexed: 11/15/2022] Open
Abstract
Street crossing under traffic is an everyday activity including collision detection as well as avoidance of objects in the path of motion. Such tasks demand extraction and representation of spatio-temporal information about relevant obstacles in an optimized format. Relevant task information is extracted visually by the use of gaze movements and represented in spatial working memory. In a virtual reality traffic intersection task, subjects are confronted with a two-lane intersection where cars are appearing with different frequencies, corresponding to high and low traffic densities. Under free observation and exploration of the scenery (using unrestricted eye and head movements) the overall task for the subjects was to predict the potential-of-collision (POC) of the cars or to adjust an adequate driving speed in order to cross the intersection without collision (i.e., to find the free space for crossing). In a series of experiments, gaze movement parameters, task performance, and the representation of car positions within working memory at distinct time points were assessed in normal subjects as well as in neurological patients suffering from homonymous hemianopia. In the following, we review the findings of these experiments together with other studies and provide a new perspective of the role of gaze behavior and spatial memory in collision detection and avoidance, focusing on the following questions: (1) which sensory variables can be identified supporting adequate collision detection? (2) How do gaze movements and working memory contribute to collision avoidance when multiple moving objects are present and (3) how do they correlate with task performance? (4) How do patients with homonymous visual field defects (HVFDs) use gaze movements and working memory to compensate for visual field loss? In conclusion, we extend the theory of collision detection and avoidance in the case of multiple moving objects and provide a new perspective on the combined operation of external (bottom-up) and internal (top-down) cues in a traffic intersection task.
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Affiliation(s)
- Gregor Hardiess
- Cognitive Neuroscience, Department of Biology, Institute of Neurobiology, University of Tübingen Tübingen, Germany
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Al-Zubidi N, Spitze A, Yalamanchili S, Lee AG. Neuro-ophthalmology Annual Review. ASIA-PACIFIC JOURNAL OF OPHTHALMOLOGY (PHILADELPHIA, PA.) 2013; 2:42-56. [PMID: 26107867 DOI: 10.1097/apo.0b013e3182782e64] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
PURPOSE To provide a clinical update of the neuro-ophthalmology literature over the last twelve months. DESIGN This is an annual review of current literature from August 1, 2011 to August 1, 2012. METHODS The authors conducted a one year English language neuro-ophthalmology literature search using PubMed from August 1, 2011 to August 1, 2012 using the following search terms: pupil abnormalities, eye movements, diseases of muscle and musculoskeletal junction, optic nerve disorders, optic neuritis and multiple sclerosis, chiasm and posterior primary visual pathway lesions, increased intracranial pressure and related entities, tumors (e.g., meningioma) and aneurysm affecting the visual pathways, vascular diseases, higher visual functions, advances in neuroimaging, and miscellaneous topics in neuro-ophthalmology. The authors included original articles, review articles, and case reports, which revealed the new aspects and updates in neuro-ophthalmology. Letters to the editor, unpublished work, and abstracts were not included in this annual literature review. We propose to update the practicing clinical ophthalmologist on the most clinically relevant literature from the past year. However, this review is not meant to be all-inclusive and highlights only the literature most applicable to the practicing clinical ophthalmologist. RESULTS We reviewed the literature over the past year in neuro-ophthalmology of potential interest and relevance to the comprehensive ophthalmologist. CONCLUSION This annual review provides a brief update on a number of neuroophthalmic conditions that might be of interest to the practicing clinical ophthalmologist.
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Affiliation(s)
- Nagham Al-Zubidi
- From the *Department of Ophthalmology, The Methodist Hospital, Houston, TX; †Department of Ophthalmology and Visual Science, Robert Cizik Eye Clinic, The University of Texas-Houston Medical School, Houston, TX; ‡Departments of Ophthalmology, Neurology, and Neurosurgery, Weill Cornell Medical College, Houston, TX; §Department of Ophthalmology, The University of Iowa Hospitals and Clinics, Iowa City, Iowa; ¶Department ofOphthalmology, Baylor College of Medicine, Houston, Texas; and ∥Departmentof Ophthalmology, The University of Texas Medical Branch, Galveston, TX
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Papageorgiou E, Hardiess G, Ackermann H, Wiethoelter H, Dietz K, Mallot HA, Schiefer U. Collision avoidance in persons with homonymous visual field defects under virtual reality conditions. Vision Res 2012; 52:20-30. [PMID: 22100816 DOI: 10.1016/j.visres.2011.10.019] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2010] [Revised: 10/03/2011] [Accepted: 10/17/2011] [Indexed: 11/25/2022]
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