2020 IEEE 8th International Conference on Serious Games and Applications for Health (SeGAH)最新文献_第3页

Evaluating Pose Estimation as a Solution to the Fall Detection Problem 姿态估计作为跌倒检测问题的一种解决方案

2020 IEEE 8th International Conference on Serious Games and Applications for Health (SeGAH) Pub Date : 2020-08-01 DOI: 10.1109/SeGAH49190.2020.9201701

Y. R. Serpa, Matheus Batista Nogueira, Pedro Paulo Macêdo Neto, M. A. Rodrigues

{"title":"Evaluating Pose Estimation as a Solution to the Fall Detection Problem","authors":"Y. R. Serpa, Matheus Batista Nogueira, Pedro Paulo Macêdo Neto, M. A. Rodrigues","doi":"10.1109/SeGAH49190.2020.9201701","DOIUrl":"https://doi.org/10.1109/SeGAH49190.2020.9201701","url":null,"abstract":"In this age of evolving technological capabilities, assisted living has proven useful to ease the frailty that comes with aging. Within this context, the detection and prevention of accidents are paramount to ensure a longer life expectancy for the elderly. Over the years, many approaches for fall detection have been proposed, such as ambient sensors, wearable devices, and automated camera monitoring. A recent approach is to use pose estimation software to identify humans and pinpoint the location of their most important joints. This pose information can be later used as features for an effective fall detection system. This scenario begs the question: Can pose estimation methods be as effective as the sensor or other camera-based ones? To answer this question, we analyzed three pose estimation frameworks, totalizing eleven models, paired with a simple neural network classifier. In our experiments, we have obtained competitive results among the state-of-the-art on the UR Fall Detection dataset, a multi-modal fall detection benchmark, comprised of RGB, depth, and acceleration data. More specifically, our best model achieved a sensitivity rate of 94.5% and a specificity rate of 99.9%, in line with the best camera and sensor-based solutions.","PeriodicalId":114954,"journal":{"name":"2020 IEEE 8th International Conference on Serious Games and Applications for Health (SeGAH)","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122347249","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 12

Physical Activity Recommendation for Exergame Player Modeling using Machine Learning Approach 使用机器学习方法进行游戏玩家建模的体育活动建议

2020 IEEE 8th International Conference on Serious Games and Applications for Health (SeGAH) Pub Date : 2020-08-01 DOI: 10.1109/SeGAH49190.2020.9201820

Zhao Zhao, A. Arya, Rita Orji, Gerry Chan

引用次数: 2

A Preliminary Usability Comparison of Augmented and Virtual Reality User Interactions for Direct Ophthalmoscopy 增强现实和虚拟现实用户交互直接检眼镜的初步可用性比较

2020 IEEE 8th International Conference on Serious Games and Applications for Health (SeGAH) Pub Date : 2020-08-01 DOI: 10.1109/SeGAH49190.2020.9201804

Michael Chan, A. Uribe-Quevedo, B. Kapralos, Norman Jaimes, M. Jenkin, K. Kanev

{"title":"A Preliminary Usability Comparison of Augmented and Virtual Reality User Interactions for Direct Ophthalmoscopy","authors":"Michael Chan, A. Uribe-Quevedo, B. Kapralos, Norman Jaimes, M. Jenkin, K. Kanev","doi":"10.1109/SeGAH49190.2020.9201804","DOIUrl":"https://doi.org/10.1109/SeGAH49190.2020.9201804","url":null,"abstract":"Direct ophthalmoscopy, or fundoscopy, is a routine examination whereby a health professional examines the eye fundus using an ophthalmoscope. Despite advances in eye examination tools, there is a growing concern regarding a decline of fundoscopy skills. Immersive technologies, virtual and augmented reality in particular, are capable of providing interactive, engaging, and safe training scenarios, showing promise as com-p~ementary training tools. However, current virtual fundoscopy training solutions typically fail to provide an effective training experience. In this paper, we present the results of a preliminary study conducted to examine three approaches to simulating the direct ophthalmascope as part of training. The approach uses different virtual and augmented reality user inputs. Preliminary results suggest that the operation of a physical controller that maps finger movement to direct ophthamloscopy operation allows for more usable interactions and lower cognitive load than hand-tracking gestures, which are limited to pinching.","PeriodicalId":114954,"journal":{"name":"2020 IEEE 8th International Conference on Serious Games and Applications for Health (SeGAH)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115720013","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2

HapiChain: A Blockchain-based Framework for Patient-Centric Telemedicine HapiChain:基于区块链的以患者为中心的远程医疗框架

2020 IEEE 8th International Conference on Serious Games and Applications for Health (SeGAH) Pub Date : 2020-08-01 DOI: 10.1109/SeGAH49190.2020.9201726

Hossain Kordestani, Kamel Barkaoui, Wagdy Zahran

{"title":"HapiChain: A Blockchain-based Framework for Patient-Centric Telemedicine","authors":"Hossain Kordestani, Kamel Barkaoui, Wagdy Zahran","doi":"10.1109/SeGAH49190.2020.9201726","DOIUrl":"https://doi.org/10.1109/SeGAH49190.2020.9201726","url":null,"abstract":"Given the exploding number of the elderly and patients with chronic diseases and the uneven distribution of clinicians, it is economically impossible to continue traditional medicine. Hence, the healthcare sector has been gradually gravitating towards telemedicine, which applies intelligent systems for more comprehensive medical services with minimum costs. The criticality of data and process involved in telemedicine raise various concerns in terms of reliability and security. To this end, in this paper, we propose HapiChain, a blockchain-based framework for patient-centric telemedicine. HapiChain exploits blockchain technology to improve security, scalability, and reliability of medical workflows. Although HapiChain is patient-centric, it also helps the clinicians to save time and prevent unnecessary trips without improvising the level of treatment. In HapiChain, we embed two primary telemedicine services, namely telemonitoring and teleconsultation. For the former service, Hapicare, an existing healthcare monitoring system with self-adaptive coaching using probabilistic reasoning, is used. HapiChain then completes this service by adding teleconsultation services exploiting blockchain technology. The HapiChain framework includes three main layers: (i) interface layer, (ii) DApp layer, and (iii) blockchain layer. In the first layer, Hapicare is used to communicates with the users, i.e., patients and doctors. DApp layer includes the required procedures for security and scalability of HapiChain, namely smart contracts and distributed storage. The latter is achieved using the InterPlanetary File System (IPFS). In the blockchain layer, Ethereum blockchain is used as a platform of DApps. We evaluate the HapiChain framework and the proposed teleconsultation services in a use-case.","PeriodicalId":114954,"journal":{"name":"2020 IEEE 8th International Conference on Serious Games and Applications for Health (SeGAH)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127567200","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 15

Eye Tracking and Speech Driven Human-Avatar Emotion-Based Communication 眼动追踪和语音驱动的人类化身情感交流

2020 IEEE 8th International Conference on Serious Games and Applications for Health (SeGAH) Pub Date : 2020-08-01 DOI: 10.1109/SeGAH49190.2020.9201874

S. Cinieri, B. Kapralos, A. Uribe-Quevedo, F. Lamberti

引用次数: 2

Paki Mirabolandia: A Serious Game to Identify Player Personality Paki Mirabolandia:一款识别玩家个性的严肃游戏

2020 IEEE 8th International Conference on Serious Games and Applications for Health (SeGAH) Pub Date : 2020-08-01 DOI: 10.1109/SeGAH49190.2020.9201759

D. B. Palhano, Liliane dos S. Machado, A. A. F. de Almeida

{"title":"Paki Mirabolandia: A Serious Game to Identify Player Personality","authors":"D. B. Palhano, Liliane dos S. Machado, A. A. F. de Almeida","doi":"10.1109/SeGAH49190.2020.9201759","DOIUrl":"https://doi.org/10.1109/SeGAH49190.2020.9201759","url":null,"abstract":"Serious Games (SG) use playability to achieve specific goals in a playful way. Players profiles are directly influenced by personality constructs and affects their choices. Thus, it is important to consider player personality for SG design and adaptation. There are no published studies presenting SG as a tool to identify personality with Big Five Factors (BFF) model nor using an Item Response Theory (IRT) - based intelligence system. The aim of this work was to develop a SG to automatically identify player's personalities, using an intelligence system based on IRT and evaluate the convergent and divergent validity of the SG via Classical Theory Test (CTT). The kernel of the SG intelligence system uses IRT to calculate player's latent personality trait. The trait Conscientiousness was approached in the present work. A study was conducted with a 29 subject sample of all genders. The SG was capable to identify their personality trait and the IRT intelligence system proposed is adequate. Also, evidence of convergent and divergent validity was found, reaching the aim of this work. However, more activities will be developed, toward the comprehension of more personality traits. This is a necessary step for advances to SG development providing automatic identification of player's personality based on their actions.","PeriodicalId":114954,"journal":{"name":"2020 IEEE 8th International Conference on Serious Games and Applications for Health (SeGAH)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132508632","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 4

Designing Effective User Interface Experiences for a Self-Service Kiosk to Reduce Emergency Department Crowding 为自助服务亭设计有效的用户界面体验以减少急诊科拥挤

2020 IEEE 8th International Conference on Serious Games and Applications for Health (SeGAH) Pub Date : 2020-08-01 DOI: 10.1109/SeGAH49190.2020.9201858

Paulo Pacheco, F. Santos, João Coimbra, E. Oliveira, N. Rodrigues

引用次数: 1

Game-Based Learning for Health Professionals Working in Cancer Care 针对癌症护理专业人员的基于游戏的学习

2020 IEEE 8th International Conference on Serious Games and Applications for Health (SeGAH) Pub Date : 2020-08-01 DOI: 10.1109/SeGAH49190.2020.9201718

M. A. Rodrigues, E. B. S. Lustosa, Rafael G. Barbosa, Juliana Amaral De Figueiredo, Isabel Veras Beleza, Renan L.V. Salviano, Rafaela Elizabeth B. Queiroz, Lúcio Roberto de O. das Neves

{"title":"Game-Based Learning for Health Professionals Working in Cancer Care","authors":"M. A. Rodrigues, E. B. S. Lustosa, Rafael G. Barbosa, Juliana Amaral De Figueiredo, Isabel Veras Beleza, Renan L.V. Salviano, Rafaela Elizabeth B. Queiroz, Lúcio Roberto de O. das Neves","doi":"10.1109/SeGAH49190.2020.9201718","DOIUrl":"https://doi.org/10.1109/SeGAH49190.2020.9201718","url":null,"abstract":"Game-Based Learning corresponds to a learning methodology supported by the use of games to represent a realworld problem in a playful way, while stimulating the interest and engagement of the target audience. In the health area, it can be used to assist in the training of students and professionals, simulating and anticipating scenarios that are likely to be experienced in their professional practices, with the difference of not putting the lives of real patients at risk. This work presents a game-based learning application for health professionals working in cancer care. Following medical guidelines, it focuses on maintaining the health of patients with breast cancer, by monitoring the adverse effects arising from treatment therapies and choosing ways to mitigate them using medications, transfusions and food. In addition, following the data-driven paradigm, an editor was also designed and implemented as a tool associated with the game to register input data (i.e., real clinical cases of patients) and feed the game input database independently and unlimitedly, allowing the expansion of execution scenarios and the construction of a rich input database to stimulate player education.","PeriodicalId":114954,"journal":{"name":"2020 IEEE 8th International Conference on Serious Games and Applications for Health (SeGAH)","volume":"50 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131394169","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

Emotion Recognition Techniques for Geriatric Users: A Snapshot 老年用户的情感识别技术:快照

2020 IEEE 8th International Conference on Serious Games and Applications for Health (SeGAH) Pub Date : 2020-08-01 DOI: 10.1109/SeGAH49190.2020.9201749

Fiza Mughal, W. Raffe, J. Garcia

引用次数: 3

Investigating m-health gamification rewards elements for adults 50+ 调查移动医疗游戏化对50岁以上成年人的奖励因素

2020 IEEE 8th International Conference on Serious Games and Applications for Health (SeGAH) Pub Date : 2020-08-01 DOI: 10.1109/SeGAH49190.2020.9201658

M. Tizuka, E. Clua, Luciana Salgado

{"title":"Investigating m-health gamification rewards elements for adults 50+","authors":"M. Tizuka, E. Clua, Luciana Salgado","doi":"10.1109/SeGAH49190.2020.9201658","DOIUrl":"https://doi.org/10.1109/SeGAH49190.2020.9201658","url":null,"abstract":"Most of the m-health available on the market today aims to promote a healthy lifestyle and to increase the well-being of adults 50+, but few are specifically designed for them. Thus, keeping users engaged for long periods of usage is a constant challenge, especially in cases of diseases that cannot be cured, such as diabetes and cardiac insufficiency, which require long-term care. Some applications adopt gamification as a strategy to keep their users motivated to follow the medical recommendations repeatedly. As a reward, they usually make use of virtual currencies, points, and badges. However, in the case of adults 50+, this engagement can be even more particular, where research points out to a different perception on what motivates them to achieve well-defined and more significant purposes than pure entertainment in games. This paper investigates how to project reward elements on gamified health platforms for this audience, suggesting what can satisfy their intrinsic motivations to engage them for a future continued use of an m-health app. We have found that excess reward elements can be harmful and have the opposite effect of what usually m-health applications are designed for. Besides, the first boost coming from a close friend or family can be determinant to motivate them intrinsically or even to change their routine, more than coming from a health agent. Finally, we conclude through an m-health gamification framework focused on adults 50+.","PeriodicalId":114954,"journal":{"name":"2020 IEEE 8th International Conference on Serious Games and Applications for Health (SeGAH)","volume":"238 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131863370","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 4