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Articles 1 - 7 of 7
Full-Text Articles in Telemedicine
From Dissertation To Deployment: A Unified Software Platform Operationalizing Clinical-Prediction And Sequential-Security Ai For Healthcare, Olsi Shehu, Damiana Teliti, Jasmin Kevrić, Bekir Karlik
From Dissertation To Deployment: A Unified Software Platform Operationalizing Clinical-Prediction And Sequential-Security Ai For Healthcare, Olsi Shehu, Damiana Teliti, Jasmin Kevrić, Bekir Karlik
Communications of the IIMA
Advances in machine learning for healthcare are abundant, yet most validated models remain confined to research notebooks and never reach secure, usable clinical software. This paper addresses that deployment gap by presenting a unified, security-hardened software platform that operationalizes two complementary streams of doctoral research inside a single, role-based hospital information system. The first stream contributes a clinical-prediction capability: an ultra-hybrid ensemble that couples a quantum-inspired feature transformation, particle-swarm feature selection, and calibrated soft voting for cancer-outcome prediction (96.41% accuracy, AUC-ROC 0.983 on TCGA-BRCA), survival stratification, multi-cancer generalization, and pharmacogenomic drug-response classification (89.31% mean accuracy across 25 compounds). The second …
What Is Transitional Care And Its Role In Reducing Readmissions, Decia Rodriguez
What Is Transitional Care And Its Role In Reducing Readmissions, Decia Rodriguez
Electronic Theses, Projects, and Dissertations
Thirty-day readmissions to hospitals creates significant clinical and financial burdens in healthcare systems and worsens patient outcomes. This project reviews transitional care programs as strategic interventions to minimize preventable readmission with a specific focus on pharmacist-led medication reconciliation. Due to the extensive literature review, this work proves that structured transitional care is effective in closing the gaps between acute hospital care and home-based recovery because it coordinates medication management, patient education, and follow-up care. As it has been shown, pharmacists are in a central position to minimize medication errors and enhance compliance, especially in chronic patients such as those with …
Advancing Telehealth Through Artificial Intelligence: Incorporating Emotional Intelligence And Addressing Cybersecurity Challenges, Mahima Rajendra Pulgaonkar
Advancing Telehealth Through Artificial Intelligence: Incorporating Emotional Intelligence And Addressing Cybersecurity Challenges, Mahima Rajendra Pulgaonkar
Electronic Theses, Projects, and Dissertations
This culminating experience project explores the integration of Emotional Artificial Intelligence (Emotional AI) into telehealth systems, addressing the dual challenges of enhancing patient care and mitigating cybersecurity risks. The research questions are: (Q1) How can Emotionally Intelligent AI improve telehealth systems' ability to recognize and respond to mental health symptoms? and (Q2) What are the specific cybersecurity challenges associated with AI in telehealth and how can they be mitigated? The findings for each question are: Q1: Emotionally Intelligent AI can significantly enhance telehealth by providing personalized, empathetic interactions that improve patient engagement, adherence to treatment plans, and early detection of …
A Systematic Literature Review Of Ransomware Attacks In Healthcare, Jasler Klien Adlaon
A Systematic Literature Review Of Ransomware Attacks In Healthcare, Jasler Klien Adlaon
Electronic Theses, Projects, and Dissertations
This culminating experience project conducted a Systematic Literature Review of ransomware in the healthcare industry. Due to COVID-19, there has been an increase in ransomware attacks that took healthcare by surprise. Although ransomware is a common attack, the current healthcare infrastructure and security mechanisms could not suppress these attacks. This project identifies peer-viewed literature to answer these research questions: “What current ransomware attacks are used in healthcare systems? “What ransomware attacks are likely to appear in the future?” and “What solutions or methods have been used to prepare, prevent, and recover from these attacks?” The purpose of this research is …
Mobile Iot Adoption As Antecedent To Care-Service Efficiency And Improvement: Empirical Study In Healthcare-Context, Samyadip Chakraborty, Vaidik Bhatt
Mobile Iot Adoption As Antecedent To Care-Service Efficiency And Improvement: Empirical Study In Healthcare-Context, Samyadip Chakraborty, Vaidik Bhatt
Journal of International Technology and Information Management
Internet of things (IoT) is the buzzword and pioneering breakthrough approach highlighted in today’s industry 4.0, where the devices are seamlessly integrated with each other, sharing vital information in real-time sync. With the wearable IoT devices, the diagnostic readings and physical measurements of the patients can be shared with the physician on the go and suitable diagnosis can as well be shared with patient in the real-time on their own mobile devices through IoT applications. This study empirically examines the importance of m-IoT adoption on the information pervasiveness across the network and patient stakeholders and in turn investigating how efficiency …
Critical Success Factors For Adopting Telemedicine Applications, Arjen Maris, Anas Yousfi, Stefan V. Ramshorst, Pascal Ravesteyn
Critical Success Factors For Adopting Telemedicine Applications, Arjen Maris, Anas Yousfi, Stefan V. Ramshorst, Pascal Ravesteyn
Communications of the IIMA
The use of IT within healthcare is increasing, but at a slow rate. In complex projects like the implementation of a telemedicine application within the context of physiotherapy processes where both practitioners and patients use the application, it is still unclear what factors should be taken into consideration for a successful adoption. Therefore, the research question for this study is: ‘what are the critical success factors for adopting a telemedicine application for primary physiotherapists and their patients within the Netherlands?’ A literature study is performed followed by a thematic analysis to determine the factors that are relevant for adoption of …
Privacy Risks And Security Threats In Mhealth Apps, Brinda Hansraj Sampat, Bala Prabhakar
Privacy Risks And Security Threats In Mhealth Apps, Brinda Hansraj Sampat, Bala Prabhakar
Journal of International Technology and Information Management
mHealth (Mobile Health) applications (apps) have transformed the doctor-patient relationship. They help users with varied functionalities such as monitoring their health, understanding specific health conditions, consulting doctors online and achieving fitness goals. Whilst these apps provide an option of equitable and convenient access to healthcare, a lot of personal and sensitive data about users is collected, stored and shared to achieve these functionalities. Little is known about the privacy and security concerns these apps address. Based on literature review, this paper identifies the privacy risks and security features for evaluating thirty apps in the Medical category across two app distribution …