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Integrating biofeedback technology, such as real-time eye-tracking, has revolutionized the landscape of virtual reality (VR) rehabilitation games, offering new opportunities for personalized therapy. Motivated to increase patient focus during rehabilitation, the Focus-Driven Augmented Feedback (FDAF) system was developed to enhance focus and maintain engagement during upper limb VR rehabilitation. This novel approach dynamically adjusts augmented visual feedback based on a patient's gaze, creating a personalised rehabilitation experience tailored to individual needs. This research aims to develop and comprehensively evaluate the FDAF system to enhance patient focus and maintain engagement in VR rehabilitation environments. The methodology involved three experimental studies, which tested varying levels of augmented feedback with 71 healthy participants and 17 patients requiring upper limb rehabilitation. The results demonstrated that a 30% augmented level was optimal for healthy participants, while a 20% was most effective for patients, ensuring sustained engagement without inducing discomfort. The research's findings highlight the potential of eye-tracking technology to dynamically customise feedback in VR rehabilitation, leading to more effective therapy and improved patient outcomes. This research contributes significant advancements in developing personalised VR rehabilitation techniques, offering valuable insights for future therapeutic applications.
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http://dx.doi.org/10.1109/TVCG.2025.3549543 | DOI Listing |
Disabil Rehabil Assist Technol
September 2025
Department of Education, Fuzhou University of International Studies and Trade, Fuzhou, China.
This study explores the integration of traditional Chinese "Fu" culture into the moral education system for students with disabilities across K-12 and higher education through artificial intelligence. By leveraging soft computing to handle cultural ambiguities, it constructs an adaptive educational framework that aligns students' cognitive characteristics with curriculum demands, thereby enhancing their identification with Chinese culture. Guided by the theory of the "Second Combination," the research employs AI-powered soft computing to analyze the semantic and cognitive dimensions of "Fu" culture.
View Article and Find Full Text PDFDisabil Rehabil Assist Technol
September 2025
School of Foreign Languages, Ningbo University of Technology, Ningbo, China.
The speech and language rehabilitation are essential to people who have disorders of communication that may occur due to the condition of neurological disorder, developmental delays, or bodily disabilities. With the advent of deep learning, we introduce an improved multimodal rehabilitation pipeline that incorporates audio, video, and text information in order to provide patient-tailored therapy that adapts to the patient. The technique uses a cross-attention fusion multimodal hierarchical transformer architectural model that allows it to jointly design speech acoustics as well as the facial dynamics, lip articulation, and linguistic context.
View Article and Find Full Text PDFThe intrinsic ability of cancer cells to evade death underpins tumorigenesis, progression, metastasis and the survival of drug-tolerant persister (DTP) cells. Herein, we discovered that when activated, the small GTPase ARF6 plays a central role in tumor survival by facilitating expression of the BRAF oncoprotein. Tumor-specific deletion caused a significant reduction in BRAF protein and MAPK signaling and prevented rapid tumor progression.
View Article and Find Full Text PDFAm J Infect Control
September 2025
Hospital Israelita Albert Einstein, São Paulo, SP, Brazil; University of Iowa, Iowa City, IA, USA; Center for Access & Delivery Research & Evaluation (CADRE), Iowa City Veterans Affairs Health Care System, Iowa City, IA, USA.
Background: Hand hygiene (HH) is essential for infection prevention in healthcare, but the quality of its performance, meaning how well it is done, receives much less attention than compliance. This review examines how HH technique is assessed and can be improved among healthcare providers.
Methods: Following PRISMA guidelines, six databases were searched through May 15, 2025.
Clin Toxicol (Phila)
September 2025
Rocky Mountain Poison & Drug Safety, Denver Health & Hospital Authority, Denver, CO, USA.
Introduction: Formal medical toxicology training is limited in many resource-constrained regions, including India, where poisonings and envenomations are highly prevalent. There is an urgent need for accessible toxicology education for healthcare providers in these settings. This study evaluates a novel augmented reality-based observed simulation model to remotely teach medical toxicology concepts to physicians-in-training in India.
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