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Studies in health technology and informatics最新文献

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AI-Driven Care Navigation to Foster Early Childhood Resilience and Positive Childhood Experiences.
Studies in health technology and informatics Pub Date : 2025-04-08 DOI: 10.3233/SHTI250077
Brianna M White, Jason A Yaun, Arash Shaban-Nejad
{"title":"AI-Driven Care Navigation to Foster Early Childhood Resilience and Positive Childhood Experiences.","authors":"Brianna M White, Jason A Yaun, Arash Shaban-Nejad","doi":"10.3233/SHTI250077","DOIUrl":"https://doi.org/10.3233/SHTI250077","url":null,"abstract":"<p><p>Early life experiences are crucial for health and well-being, influencing physical, emotional, and social development throughout the lifespan. Recent research shows that Positive Childhood Experiences (PCEs), such as access to supportive environments and relationships, can help mitigate the effects of Adverse Childhood Experiences (ACEs). In this context, we argue that digital health and AI technologies can offer innovative solutions by enabling the screening and promotion of PCEs through personalized interventions.</p>","PeriodicalId":94357,"journal":{"name":"Studies in health technology and informatics","volume":"323 ","pages":"199-200"},"PeriodicalIF":0.0,"publicationDate":"2025-04-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143813320","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
Understanding User Experiences on Patient Empowerment and Personalised Care Platforms: A Longitudinal Analysis Through the Extended UTAUT Model.
Studies in health technology and informatics Pub Date : 2025-04-08 DOI: 10.3233/SHTI250108
Omid Pournik, Teesta Mukherjee, Saadullah Farooq Abbasi, Juan de la Torre Pardos, Angel Moro Delgado, Dolores Verdoy Berastegi, Nerea González, Gokce B Laleci Erturkmen, Mustafa Yuksel, Bunyamin Sarigul, Leila Ghalichi, Theodoros N Arvanitis
{"title":"Understanding User Experiences on Patient Empowerment and Personalised Care Platforms: A Longitudinal Analysis Through the Extended UTAUT Model.","authors":"Omid Pournik, Teesta Mukherjee, Saadullah Farooq Abbasi, Juan de la Torre Pardos, Angel Moro Delgado, Dolores Verdoy Berastegi, Nerea González, Gokce B Laleci Erturkmen, Mustafa Yuksel, Bunyamin Sarigul, Leila Ghalichi, Theodoros N Arvanitis","doi":"10.3233/SHTI250108","DOIUrl":"https://doi.org/10.3233/SHTI250108","url":null,"abstract":"<p><p>This study investigates the factors influencing the adoption and sustained use of the Patient Empowerment Platform (PEP) and Personalised Care Plan Management Platform (PCPMP) among patients and healthcare providers. Using the extended Unified Theory of Acceptance and Use of Technology (UTAUT) model, we analysed responses from 22 participants over a two-phase longitudinal study. Data were collected at two time points (at the beginning of the project and 4-6 weeks after) to assess changes in performance expectancy, effort expectancy, social influence, facilitating conditions, technology anxiety, adoption timeline, behavioural intention, and usability factors. Quantitative findings showed minor increases across most UTAUT constructs, with a significant rise in Social Influence, suggesting that peer support plays a role in adoption within healthcare settings. Qualitative analysis revealed areas for improvement, such as the need for integrated notifications, enhanced training, a simpler interface, and greater adaptability for users with varying levels of technological proficiency. Our findings underscore the importance of designing user-centred digital health platforms to enhance usability, promote patient empowerment, and support personalised care. These insights provide a basis for refining digital health solutions to better align with user needs and promote sustained engagement across diverse healthcare environments.</p>","PeriodicalId":94357,"journal":{"name":"Studies in health technology and informatics","volume":"323 ","pages":"339-343"},"PeriodicalIF":0.0,"publicationDate":"2025-04-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143813330","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
Modeling Hospital Stay for Patients with Kidney Cancer.
Studies in health technology and informatics Pub Date : 2025-04-08 DOI: 10.3233/SHTI250095
Antonio D'Amore, Mimmo de Francesco, Maria Triassi, Andrea Fidecicchi
{"title":"Modeling Hospital Stay for Patients with Kidney Cancer.","authors":"Antonio D'Amore, Mimmo de Francesco, Maria Triassi, Andrea Fidecicchi","doi":"10.3233/SHTI250095","DOIUrl":"https://doi.org/10.3233/SHTI250095","url":null,"abstract":"<p><p>With its rapid course and dismal prognosis, kidney cancer poses serious oncology issues. The only therapy that may be curative is surgical resection, although this procedure has significant morbidity and necessitates meticulous postoperative care. After surgery, the duration of hospital stay (LOS) is a crucial indicator of clinical results and resource use. Understanding the variables that contribute to prolonged hospital stays is crucial for improving patient care since both organizational and patient-related factors can have a major impact on LOS. This work employs a data-driven approach to examine factors impacting LOS following surgery. Results show that illness severity plays the most significant role in contributing to the increased LOS, therefore posing serious concerns on how to implement strategies to reduce waiting lists and on-time as well as early diagnosis of the disease in order to make appropriate and rapid intervention to both reduce the LOS and improve the healthcare outcome.</p>","PeriodicalId":94357,"journal":{"name":"Studies in health technology and informatics","volume":"323 ","pages":"280-284"},"PeriodicalIF":0.0,"publicationDate":"2025-04-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143813396","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
Patient Experiences with Virtual Nursing: A Qualitative Survey.
Studies in health technology and informatics Pub Date : 2025-04-08 DOI: 10.3233/SHTI250099
Saif Khairat, Jennifer Morelli, Ariana Avila, Barbara S Edson, Christopher Shea
{"title":"Patient Experiences with Virtual Nursing: A Qualitative Survey.","authors":"Saif Khairat, Jennifer Morelli, Ariana Avila, Barbara S Edson, Christopher Shea","doi":"10.3233/SHTI250099","DOIUrl":"https://doi.org/10.3233/SHTI250099","url":null,"abstract":"<p><p>Virtual nursing is a novel nursing model of care that utilizes experienced nurses providing nursing care remotely using telehealth technologies. This qualitative study focuses on patient experiences after using virtual nursing to complete hospital admission assessments or discharge education. Overall, patients reported mostly neutral or positive experiences with virtual nursing, with only 13% of quotes identified as having negative sentiments. This paper provides valuable insights into how patients perceive virtual nursing, including patient acceptance, the advantages of using virtual nursing, and patient perceptions.</p>","PeriodicalId":94357,"journal":{"name":"Studies in health technology and informatics","volume":"323 ","pages":"297-301"},"PeriodicalIF":0.0,"publicationDate":"2025-04-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143813399","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
Detection of Temporal Clinical Events in Non-Temporal, Non-Annotated Data.
Studies in health technology and informatics Pub Date : 2025-04-08 DOI: 10.3233/SHTI250038
Dimitrios Zikos, Philip Eappen, Ryan N Schmidt
{"title":"Detection of Temporal Clinical Events in Non-Temporal, Non-Annotated Data.","authors":"Dimitrios Zikos, Philip Eappen, Ryan N Schmidt","doi":"10.3233/SHTI250038","DOIUrl":"https://doi.org/10.3233/SHTI250038","url":null,"abstract":"<p><strong>Introduction: </strong>This study developed and validated a Bayesian method which detects pairs of clinical events likely to be temporally ordered.</p><p><strong>Methods: </strong>Association mining rules between medical procedures were extracted into a research-generated database and, for each pair of procedures A,B, the conditional probability P(A|B), its inverse, and the difference from its inverse (ConfDiff) were calculated. The study hypothesized that the higher the ConfDiff is, the more likely it is for A and B to be temporally ordered. The actual calendar date of each medical procedure served as ground truth.</p><p><strong>Results: </strong>ConfDiff is the strongest predictor of %Tseq (r=0.278), followed by P(B|A) (r=0.129). This association continued to be present after controlling for the confidence, leverage and conviction metrics.</p><p><strong>Conclusion: </strong>Findings substantiate the assumption that, in a structured process-based domain (e.g., clinical care) if an attribute is strongly associated with another one, but not the other way around, this could imply temporality.</p>","PeriodicalId":94357,"journal":{"name":"Studies in health technology and informatics","volume":"323 ","pages":"11-15"},"PeriodicalIF":0.0,"publicationDate":"2025-04-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143813291","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
Engaging Engineering Students in User-Centered Healthcare Design: Towards a Workshop-Based Approach to Teaching UX Principles.
Studies in health technology and informatics Pub Date : 2025-04-08 DOI: 10.3233/SHTI250140
Panos Bonotis, Pantelis Angelidis
{"title":"Engaging Engineering Students in User-Centered Healthcare Design: Towards a Workshop-Based Approach to Teaching UX Principles.","authors":"Panos Bonotis, Pantelis Angelidis","doi":"10.3233/SHTI250140","DOIUrl":"https://doi.org/10.3233/SHTI250140","url":null,"abstract":"<p><p>This paper presents an iterative, workshop-based educational approach for introducing software engineering students to user-centered design (UCD) and user experience (UX) principles in the context of healthcare software development. Conducted over two years within an eHealth course at the University of Western Macedonia, the approach evolved from traditional lectures to interactive workshops informed by Kolb's Experiential Learning Model. Initial sessions focused on foundational UX concepts and their relevance to healthcare applications, revealing strong student interest but limited practical engagement. Subsequent iterations incorporated team-based activities, including persona development, journey mapping, wireframe design, and value communication. Qualitative feedback and project outcomes suggest that this approach improved students' appreciation for UCD methods and their ability to integrate user insights into design. Future work aims to expand the curriculum, incorporating additional experiential learning cycles and evaluating its long-term impact on student competency in healthcare-focused UX and UCD practices.</p>","PeriodicalId":94357,"journal":{"name":"Studies in health technology and informatics","volume":"323 ","pages":"496-500"},"PeriodicalIF":0.0,"publicationDate":"2025-04-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143813312","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
Evaluating the Application of Virtual Reality Technology in Disaster Prevention Education: A Case Study of Sichuan Province, China.
Studies in health technology and informatics Pub Date : 2025-04-08 DOI: 10.3233/SHTI250104
Gang Xin, Ruchakron Kongmant, Niruwan Turnbull, Wisit Thongkum
{"title":"Evaluating the Application of Virtual Reality Technology in Disaster Prevention Education: A Case Study of Sichuan Province, China.","authors":"Gang Xin, Ruchakron Kongmant, Niruwan Turnbull, Wisit Thongkum","doi":"10.3233/SHTI250104","DOIUrl":"https://doi.org/10.3233/SHTI250104","url":null,"abstract":"<p><p>This study evaluates the application of virtual reality (VR) technology in disaster prevention and mitigation education at the Sichuan Provincial Disaster Prevention and Mitigation Education Center. We conducted a comparative analysis between two groups: one using traditional emergency training methods (control group) and the other using VR-based training (experimental group). Data from 472 participants revealed that the experimental group, which experienced VR-based training, reported greater satisfaction and perceived the training as more immersive and effective compared to the control group. Additionally, the experimental group demonstrated shorter learning times and higher willingness to adopt VR in the future. This study highlights the potential of VR technology to improve emergency preparedness training and offers insights into the benefits and challenges of its implementation in disaster education.</p>","PeriodicalId":94357,"journal":{"name":"Studies in health technology and informatics","volume":"323 ","pages":"322-326"},"PeriodicalIF":0.0,"publicationDate":"2025-04-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143813318","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
The Pepper Robot in Healthcare: A Scoping Review.
Studies in health technology and informatics Pub Date : 2025-04-08 DOI: 10.3233/SHTI250057
Andre W Kushniruk, Hrishikesh S Nair, Elizabeth M Borycki
{"title":"The Pepper Robot in Healthcare: A Scoping Review.","authors":"Andre W Kushniruk, Hrishikesh S Nair, Elizabeth M Borycki","doi":"10.3233/SHTI250057","DOIUrl":"https://doi.org/10.3233/SHTI250057","url":null,"abstract":"<p><p>Humanoid robots are increasingly being used in a number of domains. This paper focuses on reviewing the use of the Pepper humanoid robot in healthcare. This robot has begun to be used in a range of settings and combines speech recognition with artificial intelligence to create meaningful interactions with users. In this paper we describe a scoping review conducted to assess the type and range of applications Pepper has been used for. The focus of the review was to determine what the uses of Pepper have been, how it has impacted healthcare and what the challenges and limitations are of using Pepper in healthcare. The results of the review indicate that Pepper has successfully been applied to an increasing range of areas which include its use in dementia care, neurodevelopmental disorders, chronic illness education, caregiver shortages as well as for cognitive stimulation therapy.</p>","PeriodicalId":94357,"journal":{"name":"Studies in health technology and informatics","volume":"323 ","pages":"101-105"},"PeriodicalIF":0.0,"publicationDate":"2025-04-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143813321","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
The Relevance of General Intelligence Measurement in Deep Learning for Healthcare.
Studies in health technology and informatics Pub Date : 2025-04-08 DOI: 10.3233/SHTI250052
Marko Miletic, Murat Sariyar
{"title":"The Relevance of General Intelligence Measurement in Deep Learning for Healthcare.","authors":"Marko Miletic, Murat Sariyar","doi":"10.3233/SHTI250052","DOIUrl":"https://doi.org/10.3233/SHTI250052","url":null,"abstract":"<p><p>The integration of artificial intelligence (AI) into medical informatics presents significant opportunities to enhance healthcare through data-driven diagnostics, predictive analytics, and personalized therapeutic recommendations. This paper examines the role of general intelligence in improving the effectiveness and adaptability of AI systems in complex clinical environments. We explore various levels of generalization - local, broad, and extreme - highlighting their respective contributions and limitations in healthcare. Local generalization provides robust assessments based on well-defined risk factors, while broad generalization allows for nuanced patient stratification across diverse populations. Extreme generalization, however, presents the greatest challenge, requiring AI systems to adapt to entirely new contexts without prior exposure. Despite advancements, existing metrics for assessing generalization difficulty remain inadequate, necessitating the development of new evaluation methodologies.</p>","PeriodicalId":94357,"journal":{"name":"Studies in health technology and informatics","volume":"323 ","pages":"76-80"},"PeriodicalIF":0.0,"publicationDate":"2025-04-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143813322","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
Exploring Bullshit in the Field of Medical Informatics: A Critical Perspective.
Studies in health technology and informatics Pub Date : 2025-04-08 DOI: 10.3233/SHTI250064
Matthias Bender, Murat Sariyar
{"title":"Exploring Bullshit in the Field of Medical Informatics: A Critical Perspective.","authors":"Matthias Bender, Murat Sariyar","doi":"10.3233/SHTI250064","DOIUrl":"https://doi.org/10.3233/SHTI250064","url":null,"abstract":"<p><p>Medical informatics continues to face significant challenges in establishing itself as a fully recognized scientific discipline. This lack of recognition can sometimes foster endeavors that, while appealing to uninformed audiences, may lack substantive scientific merit. This paper examines the concept of \"bullshit\" within the field, distinguishing between two forms: intentional misrepresentation (F-bullshit) and uncritical proliferation of assertions as truth (C-bullshit). By analyzing two case studies - the implementation of a national electronic health record (EHR) system in Switzerland and the use of patient-reported outcomes (PROMs) - we demonstrate how these types of bullshit sometimes emerge in medical informatics. We argue that a thorough investigation into the epistemological foundations of the discipline is essential for clearly delineating authentic scientific progress from superficial or misleading representations that may only mimic scientific rigor.</p>","PeriodicalId":94357,"journal":{"name":"Studies in health technology and informatics","volume":"323 ","pages":"136-140"},"PeriodicalIF":0.0,"publicationDate":"2025-04-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143813342","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
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