Proceedings of the International Conference on Health Informatics and Medical Application Technology最新文献

Investigating the Fidelity of Digital Peer Support: A Preliminary Approach using Natural Language Processing to Scale High-Fidelity Digital Peer Support. 调查数字同伴互助的保真度：利用自然语言处理技术扩展高保真数字同伴互助的初步方法。

Proceedings of the International Conference on Health Informatics and Medical Application Technology Pub Date : 2023-02-01 DOI: 10.5220/0011776500003414

Arya Kadakia, Sarah Masud Preum, Andrew R Bohm, Karen L Fortuna

{"title":"Investigating the Fidelity of Digital Peer Support: A Preliminary Approach using Natural Language Processing to Scale High-Fidelity Digital Peer Support.","authors":"Arya Kadakia, Sarah Masud Preum, Andrew R Bohm, Karen L Fortuna","doi":"10.5220/0011776500003414","DOIUrl":"10.5220/0011776500003414","url":null,"abstract":"<p><p>Adults with serious mental illnesses are disproportionately affected by chronic health conditions that are linked to inadequately managed medical and psychiatric illnesses and are associated with poor lifestyle behaviors. Emerging intervention models emphasize the value of peer specialists (certified individuals who offer emotional, social, and practical assistance to those with similar lived experiences) in promoting better illness management and meaningful community rehabilitation. Over the last few years, there has been an increasing uptake in the use of digital services and online platforms for the dissemination of various peer services. However, current literature cannot scale current service delivery approaches through audio recording of all interactions to monitor and ensure fidelity at scale. This research aims to understand the individual components of digital peer support to develop a corpus and use natural language processing to classify high-fidelity evidence-based techniques used by peer support specialists in novel datasets. The research hypothesizes that a binary classifier can be developed with an accuracy of 70% through the analysis of digital peer support data.</p>","PeriodicalId":20676,"journal":{"name":"Proceedings of the International Conference on Health Informatics and Medical Application Technology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11398714/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87910664","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Personalized Semantic Annotation Recommendations on Biomedical Content Through an Expanded Socio-Technical Approach 通过扩展的社会技术方法对生物医学内容的个性化语义注释建议

Proceedings of the International Conference on Health Informatics and Medical Application Technology Pub Date : 2023-01-01 DOI: 10.5220/0011926700003414

Asim Abbas, S. Mbouadeu, Tahir Hameed, S. Bukhari

引用次数: 0

Effectiveness of Reflexology for Premenstrual Syndrome (PMS) and Other Health Difficulties Specific to Women 反射疗法对经前综合症(PMS)和其他妇女特有的健康问题的有效性

Proceedings of the International Conference on Health Informatics and Medical Application Technology Pub Date : 2023-01-01 DOI: 10.5220/0011774600003414

Ayame Inoue, Yukie Majima, Seiko Masuda, Takeshi Matsuda

引用次数: 0

Facilitating SNOMED-CT Template Creation by Targeting Stopwords 通过目标停词促进SNOMED-CT模板的创建

Proceedings of the International Conference on Health Informatics and Medical Application Technology Pub Date : 2023-01-01 DOI: 10.5220/0011660500003414

Rashmi Burse, M. Bertolotto, G. Mcardle

引用次数: 0

Short-Term and Long-Term Readmission Prediction in Uncontrolled Diabetic Patients using Machine Learning Techniques 利用机器学习技术预测未控制糖尿病患者的短期和长期再入院

Proceedings of the International Conference on Health Informatics and Medical Application Technology Pub Date : 2023-01-01 DOI: 10.5220/0011926000003414

Monira Mahmoud, Mohamed Bader, J. McNicholas

引用次数: 0

Novel Distributed Informatics Platform to Support Machine Learning Discovery of Metabolic Biomarkers in Hypoxia Predisposition 支持机器学习发现缺氧易感性代谢生物标志物的新型分布式信息平台

Proceedings of the International Conference on Health Informatics and Medical Application Technology Pub Date : 2023-01-01 DOI: 10.5220/0011665100003414

A. Stell, Vedant Chauhan, Sandra Amador, F. Beuschlein, J. Favier, David Gil, Philip Greenwood, Ronald de Krijger, M. Kroiss, S. Ortuno, A. Patócs, A. Walch

引用次数: 0

Pharmaceutical Audit Trail Blockchain-Based Microservice 基于区块链的医药审计跟踪微服务

Proceedings of the International Conference on Health Informatics and Medical Application Technology Pub Date : 2023-01-01 DOI: 10.5220/0011685100003414

S. Loss, Lucas Cardoso, N. Cacho, Frederico Lopes

{"title":"Pharmaceutical Audit Trail Blockchain-Based Microservice","authors":"S. Loss, Lucas Cardoso, N. Cacho, Frederico Lopes","doi":"10.5220/0011685100003414","DOIUrl":"https://doi.org/10.5220/0011685100003414","url":null,"abstract":": Pharmaceutical manufacturing in Brazil requires that its processes are carried out by following rules defined by a supervisory body: the National Health Surveillance Agency (ANVISA, in Portuguese). ANVISA requires that all pharmaceutical systems guarantee all product information’s integrity, security, and traceability. These rules ensure that the manufactured products do not pose a risk to their consumers. One of the difficulties for pharmaceutical industries is to provide evidence that production procedures were carried out under internal regulations based on these rules. One way to do this is by using an audit trail. It can store this information automatically using a computer system to record all actions. However, only using audit trails does not guarantee data security; ensuring that all information is immutable is necessary. Therefore, in this paper, we propose an audit trail blockchain-based microservice. This technology stores all transactions in linked and encrypted blocks to avoid illegal modifications. It also guarantees data immutability, security, and traceability. In addition, we present a case study to evaluate the proposed approach using Nuplam’s (Nucleus for Research in Food and Medicines) Integrated Management Systems. A stress test was performed in this case study to evaluate the applicability of the proposed solution in pharmaceutical systems.","PeriodicalId":20676,"journal":{"name":"Proceedings of the International Conference on Health Informatics and Medical Application Technology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73794818","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: 0

Physiological Data Recording in VR Simulator for Sleepiness Detection During Driving 基于VR模拟器的驾驶困倦检测生理数据记录

Proceedings of the International Conference on Health Informatics and Medical Application Technology Pub Date : 2023-01-01 DOI: 10.5220/0011698100003414

B. Chevallier, D. Istrate, V. Zalc, N. Vera, Ch. Labrousse

引用次数: 0

Concept for General Improvements in the Treatment of Femoral Shaft Fractures with an Intramedullary Nail 髓内钉治疗股骨干骨折的总体改进构想

Proceedings of the International Conference on Health Informatics and Medical Application Technology Pub Date : 2023-01-01 DOI: 10.5220/0011679100003414

Finn Siegel, C. Buj, R. Schwanbeck, A. Petersik, U. Hoffmann, J. Kemper, F. Hildebrand, Philipp Kobbe, J. Eschweiler, J. Greven, R. Merfort, Christian Freimann, A. Schwaiger, F. M. Aschwege

引用次数: 0

Recommender System for Alarm Thresholds in Medical Patient Monitors 医用监护仪报警阈值推荐系统

Proceedings of the International Conference on Health Informatics and Medical Application Technology Pub Date : 2023-01-01 DOI: 10.5220/0011637500003414

D. Schmidt, Jonas Chromik, B. Arnrich

引用次数: 0