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151


Efficiently Recording the Eye-Hand Coordination to Incoordination Spectrum

Rizzo, John-Ross; Beheshti, Mahya; Fung, James; Rucker, Janet C; Hudson, Todd E
The objective analysis of eye movements has a significant history and has been long proven to be an important research tool in the setting of brain injury. Quantitative recordings have a strong capacity to screen diagnostically. Concurrent examinations of the eye and upper limb movements directed toward shared functional goals (e.g., eye-hand coordination) serve as an additional robust biomarker-laden path to capture and interrogate neural injury, including acquired brain injury (ABI). While quantitative dual-effector recordings in 3-D afford ample opportunities within ocular-manual motor investigations in the setting of ABI, the feasibility of such dual recordings for both eye and hand is challenging in pathological settings, particularly when approached with research-grade rigor. Here we describe the integration of an eye tracking system with a motion tracking system intended primarily for limb control research to study a natural behavior. The protocol enables the investigation of unrestricted, three-dimensional (3D) eye-hand coordination tasks. More specifically, we review a method to assess eye-hand coordination in visually guided saccade-to-reach tasks in subjects with chronic middle cerebral artery (MCA) stroke and compare them to healthy controls. Special attention is paid to the specific eye- and limb-tracking system properties in order to obtain high fidelity data from participants post-injury. Sampling rate, accuracy, permissible head movement range given anticipated tolerance and the feasibility of use were several of the critical properties considered when selecting an eye tracker and an approach. The limb tracker was selected based on a similar rubric but included the need for 3-D recording, dynamic interaction and a miniaturized physical footprint. The quantitative data provided by this method and the overall approach when executed correctly has tremendous potential to further refine our mechanistic understanding of eye-hand control and help inform feasible diagnostic and pragmatic interventions within the neurological and rehabilitative practice.
PMID: 30958457
ISSN: 1940-087x
CID: 3799882

Learning domain-invariant feature for robust depth-image-based 3D shape retrieval

Zhu, Jing; Rizzo, John-Ross; Fang, Yi
In recent years, 3D shape retrieval has been garnering increased attention in a wide range of fields, including graphics, image processing and computer vision. Meanwhile, with the advances in depth sensing techniques, such as those used by the Kinect and 3D LiDAR device, depth images of 3D objects can be acquired conveniently, leading to rapid increases of depth image dataset. In this paper, different from most of the traditional cross-domain 3D shape retrieval approaches that focused on the RGB-D image-based or sketch-based shape retrieval, we aim to retrieve shapes based only on depth image queries. Specifically, we proposed to learn a robust domain-invariant representation between 3D shape and depth image domains by constructing a pair of discriminative neural networks, one for each domain. The two networks are connected by a loss function with constraints on both inter-class and intra-class margins, which minimizes the intra-class variance while maximizing the inter-class margin among data from the two domains (depth image and 3D shape). Our experiments on the NYU Depth V2 dataset (with Kinect-type noise) and two 3D shape (CAD model) datasets (SHREC 2014 and ModelNet) demonstrate that our proposed technique performs superiorly over existing state-of-the-art approaches on depth-image-based 3D shape retrieval task. (C) 2017 Elsevier B.V. All rights reserved.
ISI:000458876700004
ISSN: 0167-8655
CID: 3705572

History and Future Directions of Vision Testing in Head Trauma

Akhand, Omar; Rizzo, John-Ross; Rucker, Janet C; Hasanaj, Lisena; Galetta, Steven L; Balcer, Laura J
BACKGROUND:Concussion leads to neurophysiologic changes that may result in visual symptoms and changes in ocular motor function. Vision-based testing is used increasingly to improve detection and assess head injury. This review will focus on the historical aspects and emerging data for vision tests, emphasizing rapid automatized naming (RAN) tasks and objective recording techniques, including video-oculography (VOG), as applied to the evaluation of mild traumatic brain injury. METHODS:Searches on PubMed were performed using combinations of the following key words: "concussion," "mild traumatic brain injury," "rapid automatized naming," "King-Devick," "mobile universal lexicon evaluation system," "video-oculography," and "eye-tracking." Additional information was referenced from web sites of vendors of commercial eye-tracking systems and services. RESULTS:Tests of rapid number, picture, or symbol naming, termed RAN tasks, have been used in neuropsychological studies since the early 20th century. The visual system contains widely distributed networks that are readily assessed by a variety of functionally distinct RAN tasks. The King-Devick test, a rapid number naming assessment, and several picture-naming tests, such as the Mobile Universal Lexicon Evaluation System (MULES) and the modified Snodgrass and Vanderwart image set, show capacity to identify athletes with concussion. VOG has gained widespread use in eye- and gaze-tracking studies of head trauma from which objective data have shown increased saccadic latencies, saccadic dysmetria, errors in predictive target tracking, and changes in vergence in concussed subjects. Performance impairments on RAN tasks and on tasks recorded with VOG are likely related to ocular motor dysfunction and to changes in cognition, specifically to attention, memory, and executive functioning. As research studies on ocular motor function after concussion have expanded, so too have commercialized eye-tracking systems and assessments. However, these commercial services are still investigational and all vision-based markers of concussion require further validation. CONCLUSIONS:RAN tasks and VOG assessments provide objective measures of ocular motor function. Changes in ocular motor performance after concussion reflect generalized neurophysiologic changes affecting a variety of cognitive processes. Although these tests are increasingly used in head injury assessments, further study is needed to validate them as adjunctive diagnostic aids and assessments of recovery.
PMID: 30358639
ISSN: 1536-5166
CID: 3385062

A Wearable Assistive Technology for the Visually Impaired with Door Knob Detection and Real-Time Feedback for Hand-to-Handle Manipulation

Chapter by: Niu, Liang; Qian, Cheng; Rizzo, John Ross; Hudson, Todd; Li, Zichen; Enright, Shane; Sperling, Eliot; Conti, Kyle; Wong, Edward; Fang, Yi
in: Proceedings - 2017 IEEE International Conference on Computer Vision Workshops, ICCVW 2017 by
[S.l.] : Institute of Electrical and Electronics Engineers Inc., 2018
pp. 1500-1508
ISBN: 9781538610343
CID: 3992792

'Sandbagging' a Vision Test for Concussion-based Sideline Assessment: An Eye Movement Investigation Objectively Reveals the 'Gamers' Strategies [Meeting Abstract]

Rucker, Janet; Hasanaj, Lisena; Rizzo, John-Ross; Hudson, Todd; Dai, Weiwei; Martone, John; Chaudhry, Yash; Ihionu, Oluchi; Selesnick, Ivan; Balcer, Laura; Galetta, Steven
ISI:000453090801144
ISSN: 0028-3878
CID: 3561472

Relation of Quantitative Eye Movements with Cognitive Dysfunction in Patients with Concussion [Meeting Abstract]

Gold, Doria; Martone, John; Lee, Yuen Shan Christine; Childs, Amanda; Matsuzawa, Yuka; Fraser, Felicia; Ricker, Joseph; Dai, Wei-Wei; Rizzo, John-Ross; Hudson, Todd; Selesnick, Ivan; Galetta, Steven; Balcer, Laura; Rucker, Janet
ISI:000453090805233
ISSN: 0028-3878
CID: 3561672

Mobile Universal Lexicon Evaluation System (MULES) in MS: Evaluation of a New Visual Test of Rapid Picture Naming [Meeting Abstract]

Seay, Meagan; Akhand, Omar; Cobbs, Lucy; Hasanaj, Lisena; Amorapanth, Prin; Rizzo, John-Ross; Nolan, Rachel; Serrano, Liliana; Jordan, Barry; Rucker, Janet; Galetta, Steven; Balcer, Laura
ISI:000453090805232
ISSN: 0028-3878
CID: 3561682

The New MULES: A Sideline-Friendly Test of Rapid Picture Naming for Concussion [Meeting Abstract]

Akhand, Omar; Galetta, Matthew; Hasanaj, Lisena; Cobbs, Lucy; Webb, Nikki; Brandt, Julia; Amorapanth, Prin; Rizzo, John-Ross; Serrano, Liliana; Nolan, Rachel; Rucker, Janet; Silverio, Arlene; Jordan, Barry; Galetta, Steven; Balcer, Laura
ISI:000453090801159
ISSN: 0028-3878
CID: 3562002

Professional Art Therapy and Visuospatial Exploration in Parkinson's Disease: an Experimental Protocol and Preliminary Feasibility Data [Meeting Abstract]

Cucca, Alberto; Mania, Daniella F.; Acosta, Ikuko; Berberian, Marygrace; Bertish, Hilary C.; Hudson, Todd; Lemen, Amy C.; Rizzo, John R.; Biagioni, Milton; Di Rocco, Alessandro
ISI:000453090800027
ISSN: 0028-3878
CID: 3562062

Visuospatial exploration and art therapy intervention in patients with Parkinson's disease: an exploratory therapeutic protocol

Cucca, A; Acosta, I; Berberian, M; Lemen, A C; Rizzo, J R; Ghilardi, M F; Quartarone, A; Feigin, A S; Di Rocco, A; Biagioni, M C
Though abnormalities of visuospatial function occur in Parkinson's disease, the impact of such deficits on functional independence and psychological wellbeing has been historically under- recognized, and effective treatments for this impairment are unknown. These symptoms can be encountered at any stage of the disease, affecting many activities of daily living, and negatively influencing mood, self-efficacy, independence, and overall quality of life. Furthermore, visuospatial dysfunction has been recently linked to gait impairment and falls, symptoms that are known to be poor prognostic factors. Here, we aim to present an original modality of neurorehabilitation designed to address visuospatial dysfunction and related symptoms in Parkinson's disease, known as "Art Therapy". Art creation relies on sophisticated neurologic mechanisms including shape recognition, motion perception, sensory-motor integration, abstraction, and eye-hand coordination. Furthermore, art therapy may enable subjects with disability to understand their emotions and express them through artistic creation and creative thinking, thus promoting self-awareness, relaxation, confidence and self-efficacy. The potential impact of this intervention on visuospatial dysfunction will be assessed by means of combined clinical, behavioral, gait kinematic, neuroimaging and eye tracking analyses. Potential favorable outcomes may drive further trials validating this novel paradigm of neurorehabilitation.
PMID: 30219472
ISSN: 1873-6963
CID: 3301252