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Robot-led physical therapy (PT) offers a promising avenue to enhance the care provided by clinical exercise specialists (ES) and physical and occupational therapists to improve patients' adherence to prescribed exercises outside of a…

This article investigates mixed reality (MR) to enhance human-robot collaboration (HRC). The proposed solution adopts MR as a communication layer to convey a mobile manipulator's intentions and upcoming actions to the humans with whom it…

Robotics · Computer Science 2024-09-05 Mohamad Shaaban , Simone Macci`o , Alessandro Carf`ı , Fulvio Mastrogiovanni

We present the design of a mixed reality (MR) telehealth training system that aims to close the gap between in-person and distance training and re-training for medical procedures. Our system uses real-time volumetric capture as a means for…

Human-Computer Interaction · Computer Science 2023-12-18 Manuel Rebol , Krzysztof Pietroszek , Claudia Ranniger , Colton Hood , Adam Rutenberg , Neal Sikka , Christian Guetl

Robotic-assisted procedures offer numerous advantages over traditional approaches, including improved dexterity, reduced fatigue, minimized trauma, and superior outcomes. However, the main challenge of these systems remains the poor…

The main purpose of the paper is development, implementation, and testing of a low-cost portable system to assist partially paralyzed patients in their hand rehabilitation after strokes or some injures. Rehabilitation includes time…

Human-Computer Interaction · Computer Science 2025-03-18 Hussein Naeem Hasan

Physical therapy (PT) plays a crucial role in muscle injury recovery, but people struggle to adhere to and perform PT exercises correctly from home. To support challenges faced with in-home PT, augmented reality (AR) holds promise in…

Human-Computer Interaction · Computer Science 2024-10-11 Jade Kandel , Sriya Kasumarthi , Danielle Albers Szafir

Augmented Reality (AR) systems describe the class of systems that use computers to overlay virtual information on the real world. AR environments allow the development of promising tools in several application domains. In medical training…

Distributed, Parallel, and Cluster Computing · Computer Science 2018-12-03 Felix G. Hamza-Lup , Jannick P. Rolland , Charles Hughes

Mixed Reality (MR) is of increasing interest within technology-driven modern medicine but is not yet used in everyday practice. This situation is changing rapidly, however, and this paper explores the emergence of MR technology and the…

Computer Vision and Pattern Recognition · Computer Science 2017-08-04 Long Chen , Thomas Day , Wen Tang , Nigel W. John

Stroke can have a severe impact on an individual's quality of life, leading to consequences such as motor loss and communication problems, especially among the elderly. Studies have shown that early and easy access to stroke rehabilitation…

Human-Computer Interaction · Computer Science 2021-12-10 Praveena Satkunarajah , Kat Agres

Exoskeletons for rehabilitation can help enhance motor recovery in individuals suffering from neurological disorders. Precision in movement execution, especially in arm rehabilitation, is crucial to prevent maladaptive plasticity. However,…

Human-Computer Interaction · Computer Science 2024-12-10 Beatrice Luciani , Alessandra Pedrocchi , Peppino Tropea , Agnese Seregni , Francesco Braghin , Marta Gandolla

Rehabilitation therapies are widely employed to assist people with motor impairments in regaining control over their affected body parts. Nevertheless, factors such as fatigue and low self-efficacy can hinder patient compliance during…

Human-Computer Interaction · Computer Science 2024-03-11 Peixuan Xiong , Yukai Zhang , Nandi Zhang , Shihan Fu , Xin Li , Yadan Zheng , Jinni Zhou , Xiquan Hu , Mingming Fan

Extended reality (XR), encompassing Virtual Reality (VR), Augmented Reality (AR), and Mixed Reality (MR), is emerging as a transformative platform for medical education. Traditional methods such as textbooks, physical models, and cadaveric…

Human-Computer Interaction · Computer Science 2025-09-03 Yuqing Wei , Yupeng Wang , Jiayi Zhao , Yanjun Liu , Huxin Gao , Jiewen Lai

Alignment between real and virtual objects is a challenging task required for the deployment of Mixed Reality (MR) into manufacturing, medical, and construction applications. To face this challenge, a series of methods have been proposed.…

Human-Computer Interaction · Computer Science 2022-11-17 Alejandro Martin-Gomez , Alexander Winkler , Rafael de la Tijera Obert , Javad Fotouhi , Daniel Roth , Ulrich Eck , Nassir Navab

Patients undergoing physical rehabilitation therapy must perform series of exercises regularly over a long period of time to improve, or at least not to worsen, their condition. Rehabilitation can easily become boring because of the tedious…

Human-Computer Interaction · Computer Science 2020-06-04 Fabrizia Corona , Alex De Vita , Giovanni Filocamo , Michaela Foa , Pier Luca Lanzi , Amalia Lopopolo , Antonella Petaccia

This study evaluates the performance and usability of Mixed Reality (MR), Virtual Reality (VR), and camera stream interfaces for remote error resolution tasks, such as correcting warehouse packaging errors. Specifically, we consider a…

Robotics · Computer Science 2025-04-22 Advay Kumar , Stephanie Simangunsong , Pamela Carreno-Medrano , Akansel Cosgun

We design and evaluate a mixed reality real-time communication system for remote assistance during CPR emergencies. Our system allows an expert to guide a first responder, remotely, on how to give first aid. RGBD cameras capture a…

Mixed Reality (MR) presents novel opportunities to investigate how individuals perceive themselves and others during shared, augmented experiences within a common physical environment. Previous research has demonstrated that users can…

Human-Computer Interaction · Computer Science 2025-09-15 Yuan He , Brendan Rooney , Rachel McDonnell

This literature review investigates the transformative potential of mixed reality (MR) technology, where we explore the intersection of contemporary technological advancements, modern deep learning recommendation systems, and social…

Human-Computer Interaction · Computer Science 2024-04-29 Sparsh Srivastava

Parkinson's disease (PD) is a progressive neurodegenerative movement disorder where motor dysfunction gradually increases as the disease progress. In addition to administering dopaminergic PD-specific drugs, attending neurologists strongly…

Computers and Society · Computer Science 2015-11-10 Ioannis Pachoulakis , Nikolaos Papadopoulos , Cleanthe Spanaki

First-time patients undergoing diagnostic computed tomography (CT) scans often experience significant anxiety and uncertainty, which can negatively impact scan results and patient well-being. We present an immersive mixed reality (MR)…

Human-Computer Interaction · Computer Science 2025-10-07 Alex Smith , Priya Patel , Hu Guo , Marco Ruiz