Medicine and Health Sciences Commons^™

Exploring Strategies For Modeling Sign Language Phonology, Lee Kezar, Riley Carlin, Tejas Srinivasan, Zed Sehyr, Naomi Caselli, Jesse Thomason

Communication Sciences and Disorders Faculty Articles and Research

Like speech, signs are composed of discrete, recombinable features called phonemes. Prior work shows that models which can recognize phonemes are better at sign recognition, motivating deeper exploration into strategies for modeling sign language phonemes. In this work, we learn graph convolution networks to recognize the sixteen phoneme “types” found in ASL-LEX 2.0. Specifically, we explore how learning strategies like multi-task and curriculum learning can leverage mutually useful information between phoneme types to facilitate better modeling of sign language phonemes. Results on the Sem-Lex Benchmark show that curriculum learning yields an average accuracy of 87% across all phoneme types, outperforming …

One Font Doesn’T Fit All: The Influence Of Digital Text Personalization On Comprehension In Child And Adolescent Readers, Shannon M. Sheppard, Susanne L. Nobles, Anton Palma, Sophie Kajfez, Marjorie Jordan, Kathy Crowley, Sofie Beier

Communication Sciences and Disorders Faculty Articles and Research

Reading comprehension is an essential skill. It is unclear whether and to what degree typography and font personalization may impact reading comprehension in younger readers. With advancements in technology, it is now feasible to personalize digital reading formats in general technology tools, but this feature is not yet available for many educational tools. The current study aimed to investigate the effect of character width and inter-letter spacing on reading speed and comprehension. We enrolled 94 children (kindergarten–8th grade) and compared performance with six font variations on a word-level semantic decision task (Experiment 1) and a passage-level comprehension task (Experiment 2). …

Asymmetric Event-Related Potential Priming Effects Between English Letters And American Sign Language Fingerspelling Fonts, Zed Sevcikova Sehyr, Katherine J. Midgley, Karen Emmory, Phillip J. Holcomb

Communication Sciences and Disorders Faculty Articles and Research

Letter recognition plays an important role in reading and follows different phases of processing, from early visual feature detection to the access of abstract letter representations. Deaf ASL–English bilinguals experience orthography in two forms: English letters and fingerspelling. However, the neurobiological nature of fingerspelling representations, and the relationship between the two orthographies, remains unexplored. We examined the temporal dynamics of single English letter and ASL fingerspelling font processing in an unmasked priming paradigm with centrally presented targets for 200 ms preceded by 100 ms primes. Event-related brain potentials were recorded while participants performed a probe detection task. Experiment 1 examined …

Focusing Our Attention On Socially Responsive Professional Education To Serve Ethnogeriatric Populations With Neurogenic Communication Disorders In The United States, José G. Centeno, Loraine K. Obler, Linda Collins, Gloriajean Wallace, Valarie B. Fleming, Jacqueline Guendouzi

Communication Sciences and Disorders Faculty Articles and Research

Purpose:

This viewpoint discusses a plausible framework to educate future speech-language pathologists (SLPs) as socially responsive practitioners who serve and advocate for the burgeoning vulnerable ethnogeriatric populations with neurogenic communication disorders.

Method:

We provide an overview of the demographic, epidemiological, and biopsychosocial context that supports the implementation of equity-based, population-grounded educational approaches for speech-language pathology services in ethnogeriatric neurorehabilitation caseloads and discuss a plausible perspective based on the educational social determinants of health (SDOH) framework by the National Academies of Sciences, Engineering, and Medicine.

Results:

The NASEM's three-domain SDOH educational perspective integrates education, community, and organization to create a self-reinforcing …

Clinically Applicable Sociolinguistic Assessment For Cognitive-Communication Disorders, Louise C. Keegan, Jerry K. Hoepner, Leanne Togher, Mary Kennedy

Communication Sciences and Disorders Faculty Articles and Research

Purpose:

The third International Cognitive-Communication Disorders Conference was held in early 2022, providing an opportunity for researchers and clinicians to discuss management of cognitive-communication disorders (CCDs). Presentations that addressed social discourse initiated broader conversations about implementing sociolinguistic methods in research and clinical contexts. Given the heterogeneity of CCDs and sociocultural contexts, a person-centered approach is needed. Sociolinguistic methods are inherently relevant and salient to the individual's communication context and partners. Sociolinguistic analyses provide information about language skills, cognitive-communication skills, and social cognition. The purpose of this article is to share a model of social communication and provide descriptions of current …

Varied Performance Of Picture Description Task As A Screening Tool Across Mci Subtypes, Joan A. Mefford, Zilong Zhao, Leah Heilier, Man Xu, Guifeng Zhou, Rachel Mace, Kelly L. Sloane, Shannon M. Sheppard, Shenly Glenn

Communication Sciences and Disorders Faculty Articles and Research

A picture description task is a component of Miro Health’s platform for self-administration of neurobehavioral assessments. Picture description has been used as a screening tool for identification of individuals with Alzheimer’s disease and mild cognitive impairment (MCI), but currently requires in-person administration and scoring by someone with access to and familiarity with a scoring rubric. The Miro Health implementation allows broader use of this assessment through self-administration and automated processing, analysis, and scoring to deliver clinically useful quantifications of the users’ speech production, vocal characteristics, and language. Picture description responses were collected from 62 healthy controls (HC), and 33 participants …

Digital 3d Brain Mri Arterial Territories Atlas, Chin-Fu Liu, Johnny Hsu, Xin Xu, Ganghyun Kim, Shannon M. Sheppard, Erin L. Meier, Michael I. Miller, Argye E. Hillis, Andreia V. Faria

Communication Sciences and Disorders Faculty Articles and Research

The locus and extent of brain damage in the event of vascular insult can be quantitatively established quickly and easily with vascular atlases. Although highly anticipated by clinicians and clinical researchers, no digital MRI arterial atlas is readily available for automated data analyses. We created a digital arterial territory atlas based on lesion distributions in 1,298 patients with acute stroke. The lesions were manually traced in the diffusion-weighted MRIs, binary stroke masks were mapped to a common space, probability maps of lesions were generated and the boundaries for each arterial territory was defined based on the ratio between probabilistic maps. …

Incog 2.0 Guidelines For Cognitive Rehabilitation Following Traumatic Brain Injury, Part Iv: Cognitive-Communication And Social Cognition Disorders, Leanne Togher, Jacinta Douglas, Lyn S. Turkstra, Penny Welch-West, Shannon Janzen, Amber Harnett, Mary Kennedy, Ailene Kua, Eleni Patsakos, Jennie Ponsford, Robert Teasell, Mark Theodore Bayley, Catherine Wiseman-Hakes

Communication Sciences and Disorders Faculty Articles and Research

Introduction:

Moderate to severe traumatic brain injury causes significant cognitive impairments, including impairments in social cognition, the ability to recognize others' emotions, and infer others' thoughts. These cognitive impairments can have profound negative effects on communication functions, resulting in a cognitive-communication disorder. Cognitive-communication disorders can significantly limit a person's ability to socialize, work, and study, and thus are critical targets for intervention. This article presents the updated INCOG 2.0 recommendations for management of cognitive-communication disorders. As social cognition is central to cognitive-communication disorders, this update includes interventions for social cognition.

Methods:

An expert panel of clinicians/researchers reviewed evidence published since …

Incog 2.0 Guidelines For Cognitive Rehabilitation Following Traumatic Brain Injury, Part V: Memory, Diana Velikonja, Jennie Ponsford, Shannon Janzen, Amber Harnett, Eleni Patsakos, Mary Kennedy, Leanne Togher, Robert Teasell, Amanda Mcintyre, Penny Welch-West, Ailene Kua, Mark Theodore Bayley

Communication Sciences and Disorders Faculty Articles and Research

Introduction:

Memory impairments affecting encoding, acquisition, and retrieval of information after moderate-to-severe traumatic brain injury (TBI) have debilitating and enduring functional consequences. The interventional research reviewed primarily focused on mild to severe memory impairments in episodic and prospective memory. As memory is a common focus of cognitive rehabilitation, clinicians should understand and use the latest evidence. Therefore, the INCOG (“International Cognitive”) 2014 clinical practice guidelines were updated.

Methods:

An expert panel of clinicians/researchers reviewed evidence published since 2014 and developed updated recommendations for intervention for memory impairments post-TBI, a decision-making algorithm, and an audit tool for review of clinical practice. …

Incog 2.0 Guidelines For Cognitive Rehabilitation Following Traumatic Brain Injury, Part Iii: Executive Functions, Eliyas Jeffay, Jennie Ponsford, Amber Harnett, Shannon Janzen, Eleni Patsakos, Jacinta Douglas, Mary Kennedy, Ailene Kua, Robert Teasell, Penny Welch-West, Mark Theodore Bayley, Robin Green

Communication Sciences and Disorders Faculty Articles and Research

Introduction:

Moderate-to-severe traumatic brain injury (MS-TBI) causes debilitating and enduring impairments of executive functioning and self-awareness, which clinicians often find challenging to address. Here, we provide an update to the INCOG 2014 guidelines for the clinical management of these impairments.

Methods:

An expert panel of clinicians/researchers (known as INCOG) reviewed evidence published from 2014 and developed updated recommendations for the management of executive functioning and self-awareness post-MS-TBI, as well as a decision-making algorithm, and an audit tool for review of clinical practice.

Results:

A total of 8 recommendations are provided regarding executive functioning and self-awareness. Since INCOG 2014, 4 …

The Future Of Incog (Is Now), Peter Bragge, Mark Theodore Bayley, Diana Velikonja, Leanne Togher, Jennie Ponsford, Shannon Janzen, Amber Harnett, Ailene Kua, Eleni Patsakos, Amanda Mcintyre, Robert Teasell, Mary Kennedy, Shawn Marshall

Communication Sciences and Disorders Faculty Articles and Research

IT HAS BEEN 8 years since the first iteration of the INCOG clinical practice guidelines (CPGs) were published. Much has happened since 2014, and a considerable body of evidence has been published in the various domains of cognitive rehabilitation research represented in this special issue. Over this time, significant developments in the science of identifying, appraising, and distilling research evidence into practically applicable CPGs have emerged, as well as implementation efforts to ensure meaningful change in care delivery.

Incog 2.0 Guidelines For Cognitive Rehabilitation Following Traumatic Brain Injury: What’S Changed From 2014 To Now?, Mark Theodore Bayley, Shannon Janzen, Amber Harnett, Peter Bragge, Leanne Togher, Ailene Kua, Eleni Patsakos, Lyn S. Turkstra, Robert Teasell, Mary Kennedy, Shawn Marshall, Jennie Ponsford

Communication Sciences and Disorders Faculty Articles and Research

IT IS CRITICAL TO KEEP clinical practice guidelines (CPGs) up to date through integration of the latest evidence. Therefore, it is with great excitement that the INCOG team presents the INCOG 2.0 Guidelines for Cognitive Rehabilitation Following Traumatic Brain Injury (TBI). In this brief introduction, we provide an overview of changes in the evidence from 2014; share insights into the current state and challenges implementing cognitive rehabilitation; and provide an overview of INCOG 2022.