Evaluating Smart Home Usability and Accessibility in Early Detection and Intervention of Mental Health Challenges Among Older Adults: A Narrative Review and Framework by Mohammad Mahdi Fakhimi, Adriana Hughes, Alisson M. Gustavson

“…In total, 34 relevant studies met the inclusion criteria, and also, a standardized quality assessment tool was used to evaluate the methodological soundness of the included studies. …”
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Barriers and sources of information in prostate cancer screening at a South African hospital by Boitumelo M. Komane, Annah Mosalo

“…Methods: A qualitative, exploratory study was conducted with 19 conveniently selected men attending the specific clinic. Data were analysed using thematic analysis. Results: Three themes emerged which were (1) barriers to screening, (2) sources of information regarding prostate cancer and (3) symptoms experienced during screening. …”
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MedBlockSure: Blockchain‐based insurance system by Charu Krishna, Divya Kumar, Dharmender Singh Kushwaha

“…The conceptual view of the proposed system using sequence and use case diagrams and data management framework and smart claim processing system is demonstrated.…”
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When AI Joins the scope: Canadian endoscopists’ perceptions of NodeAI versus conventional methods for identifying lymph node malignancies in EBUS imaging. by Ria Datta

“…The baseline and endline surveys measured shifts in opinions regarding NodeAI's usability in diagnostic accuracy, procedure time, and ease of use. Qualitative insights were gathered through open-ended questions during the focus group to explore clinicians' views on AI's potential role, while quantitative data was captured using scales/ratings. …”
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Evaluation and performance comparison of a model for adoption of biometrics in online banking by Norah AlJanahi, Mostafa Abd-El-Barr, Kalim Qureshi

“…A total of 500 invitations were sent and 302 valid responses were received. The data was analysed using SPSS software tool, version 22. …”
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Any Bluetooth device can be hacked. Know how? by Prathibha Muraleedhara, Mary Subaja Christo, Jaya J, Yuvasini  D

“…Followed by a list of security risks involved while using Bluetooth and finally, it highlights the best practices to protect the devices and the data they contain.…”
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Work process of community health workers in the context of digital health: a non-participant observation study by Romário Correia dos Santos, Lenira Ferreira Ribeiro, Cláudia Fell Amado, Lívia Milena Barbosa de Deus e Méllo, Liliana Santos

“…The results point to advantages for the work of the CHW, such as expanding access to health and communication between the team and users, agility in data collection and qualification of care; Disadvantages also emerged in the scenario of using digital technologies, such as delays in replacing damaged instruments, loss of workers’ privacy and precarious working conditions. …”
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Integrating AI in Project-Based Learning for Differentiated English Language Instruction: A Scoping Review by Arqam, Andi Asrifan

“…However, the analysis also notes ethical issues connected to data privacy and algorithmic biases and the need for teacher training to use AI in schools effectively. …”
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Human activity recognition algorithm based on the spatial feature for WBAN by Chi JIN, Zhijun LI, Dayang SUN, Fengye HU

“…Traditional image-based activity recognition algorithms have some problems,such as high computational cost,numerous blind spots and easy privacy leakage.To solve the problem above,the CCLA (convolution-convolutional long short-term memory-attention) activity recognition algorithm based on the acceleration and gyroscope data was proposed.The convolutional neural network was used to extract spatial features of activity data and got the hidden time series information from the convolutional long short-term memory network.Simulating human brain selecting attention mechanism,attention-encoder was constructed to extract the spatial and temporal features at a higher level.The CCLA algorithm was tested on UCI-HAPT (university of California Irvine-smartphone-based recognition of human activities and postural transitions) public data set,and realized the classification of 12 types of activity with the accuracy of 93.27%.…”
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There’s (not) an App for that: situating smartphones, Excel and the techno-political interfaces and infrastructures of digital solutions for COVID-19 by Luke Heemsbergen, Catherine Bennett, Monique Mann

“…While CTA user-software interactions produce certain research questions, querying the infrastructural complexity of digital public health projects require and produce a different set of data and knowledge.…”
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GenAI and effective reading among university students: Prospects, challenges, and future directions by George Matto, Jaffar Msafiri Ponera, Valeria Kyumana

“…The system can also lead to breach of data privacy and it is resources intensive.  Most of the limitations are, however, manageable. …”
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Challenges of online teaching and adaptation strategies among Iranian female teachers during the COVID-19 pandemic: a qualitative study by Javad Yoosefi lebni, Seyed Fahim Irandoost, Mandana Saki, Masoud Behzadifar, Ahmad Ahmadi

“…Data analysis was carried out using the Colaizzi approach in MAXQDA-2018 software, and the Guba and Lincoln criteria were used to improve the quality of the findings. …”
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Dual defense: Combining preemptive exclusion of members and knowledge distillation to mitigate membership inference attacks by Jun Niu, Peng Liu, Chunhui Huang, Yangming Zhang, Moxuan Zeng, Kuo Shen, Yangzhong Wang, Suyu An, Yulong Shen, Xiaohong Jiang, Jianfeng Ma, He Wang, Gaofei Wu, Anmin Fu, Chunjie Cao, Xiaoyan Zhu, Yuqing Zhang

“…Membership inference (MI) attacks threaten user privacy through determining if a given data example has been used to train a target model. …”
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Evaluation of the strategy for implementing the GLA:D programme in Switzerland: protocol for an implementation-effectiveness hybrid type 3 design study with a mixed-method approach by Karin Niedermann, Lea Ettlin, Marina Bruderer-Hofstetter, Anne-Kathrin Rausch-Osthoff, Irina Nast, Olivier Gaugler

“…The study population will be the healthcare professionals who are involved in the conservative management of knee OA in Switzerland, that is, physiotherapists and medical doctors, and their patients.Ethics and dissemination The use of the registry data containing data of patients participating in the GLA:D Switzerland OA programme does not fall within the scope of the Swiss Human Research Act (BASEC-Nr. …”
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Assessment of Patient Satisfaction Attaining Primary Health Care Services at Health Centers in Mogadishu, Somalia by Abdi HA, Warsame MO, Adan MA, Hassan MA

“…Quantitative data was analyzed using appropriate statistical methods, such as descriptive statistics and chi-square tests, to examine the relationships between patient satisfaction and various factors the statistical significance was declared at p-value < 0.05. …”
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Determinants of Antenatal Care Service Satisfaction among Women in Ethiopia: A Systematic Review and Meta-Analysis by Kenbon Seyoum

“…The extracted data were analyzed using STATA version 14 software and the results were presented using the forest plot. …”
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The Prevalence and Predictors of Digital Proxy Behavior in the United States: Cross-Sectional Survey Study by Pin Sym Foong, Camellia Zakaria, Pavithren Pakianathan, Andrew Ian-Hong Phua, Gerald CH Koh

“…Despite growing reliance on such digital proxies, limited data exist on the scale of this behavior, who performs it, and how they access accounts. …”
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Predictors of client satisfaction with family planning services in Ethiopia: a systematic review and meta-analysis by Yeshiwas Ayale Ferede, Worku Chekol Tassew, Agerie Mengistie Zeleke

“…BackgroundThe use of modern contraceptives by married Ethiopian women has increased over the past 15 years. …”
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A blockchain technology for improving financial flows in humanitarian supply chains: benefits and challenges by Saurav Negi

“…Key challenges identified include scalability issues, high cost and resource requirements, lack of network reliability, data privacy, supply chain integration, knowledge and training gaps, regulatory frameworks and ethical considerations. …”
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What Factors Determine the Online Consumer Behavior in This Digitalized World? A Systematic Literature by Muluken Ayalew, Shimelis Zewdie

“…A conventional review strategy was used to address the objective raised above, i.e., systematic strategy, and also, the obtained data were analyzed via content analysis. …”
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