Opportunities, challenges, and requirements for Artificial Intelligence (AI) implementation in Primary Health Care (PHC): a systematic review by Farzaneh Yousefi, Reza Dehnavieh, Maude Laberge, Marie-Pierre Gagnon, Mohammad Mehdi Ghaemi, Mohsen Nadali, Najmeh Azizi

“…Abstract Background Artificial Intelligence (AI) has significantly reshaped Primary Health Care (PHC), offering various possibilities and complexities across all functional dimensions. The objective is to review and synthesize available evidence on the opportunities, challenges, and requirements of AI implementation in PHC based on the Primary Care Evaluation Tool (PCET). …”
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Are we all singing from the same song sheet? Standardizing terminology used in inter-professional telehealth education and practice: a mixed method study by Laila Rahmah, Athaya Febriantyo Purnomo, Maryam Alizadeh, Soraya Shareef Askari, Nurul Cholifah Lutfiana, Mundakir Mundakir, Muhammad Anas, Sukadiono Sukadiono, Lee Ingle, Fuat Ince, Gholamreza Hassanzadeh, Ardalan Shariat

“…This guide reduces miscommunication, facilitates interdisciplinary research and practice, and can be integrated into educational curricula to prepare future healthcare professionals for the complexities of digital health. By addressing terminology gaps, this study supports the advancement of telehealth education and improves patient care outcomes.…”
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A systematic review of microfinance interventions and violence against women: results from low- and middle-income contexts by Nancy Glass, Lori Heise, Michele R Decker, Anaise Williams, Grace Wamue-Ngare, Abigael Malelu-Gitau, Cynthia Edeh, Yurie Aiura, Tabitha Gitahi, Joan Rakuomi

“…Varied supplemental non-economic programming was not consistently found to enhance the effectiveness of microfinance in reducing VAWG. Actionable gaps for future programmatic and evaluation work include examining differences across supplemental programming, populations, and outcomes.…”
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Bibliometric analysis of immunogenic cell death in hepatocellular carcinoma by Jianming Sun, Chun Liu, Dongdong Liu, Xinlian Hu, Shirong Ren, Guoying Jiang, Daizhong Zhang, Shuai Hu, Xiaojing Yuan, Jun Tao

“…Ongoing challenges include refining biomarkers, integrating ICD inducers with immunotherapies, and accounting for HCC’s inherent complexities such as chronic liver disease and metabolic dysfunction. …”
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Exploring alternative paramedic roles: a multinational mixed-methods survey by Fintan Feerick, Eoin Coughlan, Shane Knox, Adrian Murphy, Ivan Grady, Conor Deasy

“…The diverse titles, roles, and models described by participants reflect the growing complexity of the profession. Furthermore, the study indicates that paramedic practice is often shaped by local contexts, such as organisational needs and healthcare gaps, which create innovative opportunities for expanding the scope of the profession. …”
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LOST IN TRANSLATION: CULTURAL AND PEDAGOGICAL PITFALLS OF WORD-FOR-WORD LANGUAGE TRANSFER IN ITALIAN L2 LEARNING by Mohammad J. Jamali

“…Drawing on translation studies and language pedagogy, it highlights how literal translations often distort meaning by ignoring cultural, semantic, and pragmatic complexities. Contrary to the belief that direct translation ensures accuracy, this approach frequently leads to awkward or misleading results, e.g., rendering “over easy eggs” as uova super facilmente instead of uova fritte. …”
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Female Itinerant Migrants' Experiences Receiving Maternal Care in Healthcare Facilities; Application of the Three‐Delay Model by Joshua Sumankuuro, Fauzia Yussif, Maximillian Kolbe Domapielle

“…Knowledge about the complexities around maternal care uptake among FIMs is important for policy and programming. …”
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Factors Associated With Digital Intervention Engagement and Adherence in Patients With Cancer: Systematic Review by Lucile Montalescot, Louise Baussard, Elodie Charbonnier

“…Existing reviews have gaps in exploring diverse factors associated with adherence in cancer care. …”
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Health Care Professionals’ Perspectives on Using eHealth Tools in Advanced Home Care: Qualitative Interview Study by Eric Vincent Rivas, Ulf Lesley, Nadia Davoody

“…While advanced home care can improve cost-effectiveness and patient outcomes, gaps remain in understanding how eHealth technologies can optimize these services. eHealth tools have the potential to offer personalized, coordinated care that increases patient engagement. …”
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Low-cost video-based air quality estimation system using structured deep learning with selective state space modeling by Maqsood Ahmed, Xiang Zhang, Yonglin Shen, Tanveer Ahmed, Shahid Ali, Ayaz Ali, Aminjon Gulakhmadov, Won-Ho Nam, Nengcheng Chen

“…This approach has the potential to address gaps in air quality data collected by expensive instruments globally.…”
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Patient-centred estimation of multimorbidity in chronic disease populations: a novel approach integrating global burden of disease metrics and healthcare administrative data by Daniela Fortuna, Luana Caselli, Michele Romoli, Luca Vignatelli, Anna Elisabetta Vaudano, Jessica Mandrioli, Susanna Malagù, Massimo Costantini, Giuseppe Tibaldi, Gabriela Gildoni, Maria Guarino, Giuseppe Di Pasquale, Luca Iaboli, Lucia Alberghini, Marco Fusconi, Angela Maria Grazia Pacilli, Stefano Nava, Silvia Mancinelli, Maurizia Rolli

“…Abstract Background Although chronic diseases represent a growing global health priority, significant gaps remain in understanding the burden of multimorbidity. …”
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The Conundrum of Treating de novo metastatic Hormone-Sensitive Prostate Cancer by Tessa van Elst, Niven Mehra, Sjaak Bloem, André N. Vis, Bart P. Wijsman, Daphne Luijendijk-de Bruin, Joyce M. van Dodewaard-de Jong, Pieter L. van den Berg, Jules Lavalaye, Shafak Aluwini, Derya Yakar, Daniela E. Oprea-Lager, Peter F. A. Mulders, Haiko J. Bloemendal, Jean-Paul A. van Basten

“…Reasons given for this variation include the heterogeneous aspect of LV disease, ambiguous definitions, varying interpretations of study data, lead-time in adoption of novel treatment strategies, and guideline gaps. Adding to this divergence are differences in interpretation of metastatic volume. …”
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Detecting schizophrenia, bipolar disorder, psychosis vulnerability and major depressive disorder from 5 minutes of online-collected speech by Julianna Olah, Win Lee Edwin Wong, Atta-ul Raheem Rana Chaudhry, Omar Mena, Sunny X. Tang

“…Recent advancements in Natural Language Processing (NLP) methodologies enable the automated extraction of informative speech features, which has been leveraged for early psychosis detection and assessment of symptomology. However, critical gaps persist, including the absence of standardized sample collection protocols, small sample sizes, and a lack of multi-illness classification, limiting clinical applicability. …”
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Development of a Serious Game to Simulate Neonatal Intensive Care Unit Experiences: Collaborative Quasi-Experimental Study by Yukihide Miyosawa, Koichi Hirabayashi, Kodai Yamada, Fumiya Kobayashi, Nanami Ogihara, Noa Takeda, Eri Okamura, Shogo Matsumura

“…ObjectiveTo address the educational gaps in neonatal care training, we aimed to develop and evaluate a serious game that provides a comprehensive NICU simulation experience for students and the general public. …”
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Integrating network pharmacology and molecular modeling to decipher the anti-esophageal squamous cell carcinoma mechanisms of Bidens pilosa L by Zhenzhen Yang, Cheng Chang, Na Gao, Pan Gao, Yinsen Song, Ruiting Feng, Jingjie Meng, Chen Wang, Haozhe Zhang, Tianli Fan

“…Quantum chemical calculations further revealed narrow HOMO-LUMO gaps for Luteolin (ΔE = 2.41 eV) and Okanin (ΔE = 2.93 eV), indicating high reactivity, while molecular dynamics simulations confirmed stable MMP9-ligand complexes (nearly − 200 kJ/mol), with Okanin exhibiting faster equilibration than Luteolin. …”
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Enhanced Teleoperation of Robotic Arms Through Master-Slave Configuration With Multithreading by Ahmad Faiz Fawzan Ahmad Zainudin, Mohd Hairi Mohd Zaman, Mohd Faisal Ibrahim, Mohd Asyraf Zulkifley, M. Marzuki Mustafa

“…Moreover, the dissimilarities in design, functionality, and control mechanisms between the master device and the slave robot arm introduce additional layers of complexity, making the operation and synchronization of the system more challenging. …”
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Advances in an OH reactivity instrument for airborne field measurements by H. Fuchs, H. Fuchs, A. Stainsby, F. Berg, R. Dubus, M. Färber, A. Hofzumahaus, F. Holland, K. H. Bates, K. H. Bates, K. H. Bates, S. S. Brown, S. S. Brown, M. M. Coggon, G. S. Diskin, G. I. Gkatzelis, C. M. Jernigan, C. M. Jernigan, J. Peischl, J. Peischl, J. Peischl, M. A. Robinson, M. A. Robinson, A. W. Rollins, N. B. Schafer, N. B. Schafer, R. H. Schwantes, C. E. Stockwell, P. R. Veres, P. R. Veres, C. Warneke, E. M. Waxman, E. M. Waxman, L. Xu, L. Xu, L. Xu, K. Zuraski, K. Zuraski, A. Wahner, A. Novelli

“…<span class="inline-formula">OH</span> reactivity measurements from field experiments can help to identify gaps in the measurement of individual reactants and serve as a proxy for the potential formation of secondary pollutants, including ozone and particles. …”
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“They look you up and down like you are nothing”: A qualitative exploration of sex workers’ health needs and interactions with UK healthcare services by E. Molloy, R. Tiwana, B.c French, C. Christie, H. Smailes, J. Taylor, C. Bradbury-Jones

“…A further category “In an Ideal World” was interpreted inductively reflecting gaps in current healthcare service provision and access. …”
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Legal Challenges of Marine Insurance Laws in the Use of Unmanned Ships by Mahsa Bahadoran- Baghbaderani, Masoud Shirani, Reza Soltani

“…However, these advantages are counterbalanced by challenges, including the absence of comprehensive legal frameworks, susceptibility to cyber threats, complexities in insurance, and the lack of international standards for design and operation. …”
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DETECTION AND SYSTEMATIZATION OF SIGNS AND MARKERS OF MODIFICATIONS IN MEDIA CONTENT FOR THE DEVELOPMENT OF A METHODOLOGY TO ENHANCING CRITICAL THINKING IN THE ERA OF DEEPFAKES by Ганна Чемерис

“…The challenge involves assessing existing pedagogical approaches, addressing gaps, and equipping both learners and educators to navigate the complexities of the digital age. …”
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