Exploration of the optimal deep learning model for english-Japanese machine translation of medical device adverse event terminology by Ayako Yagahara, Masahito Uesugi, Hideto Yokoi

“…The evaluations included the quantitative metrics of BiLingual Evaluation Understudy (BLEU), Character Error Rate (CER), Word Error Rate (WER), Metric for Evaluation of Translation with Explicit ORdering (METEOR), and Bidirectional Encoder Representations from Transformers (BERT) score, as well as qualitative evaluations by four experts. Results GPT-4 outperformed other models in both the quantitative and qualitative evaluations, with ChatGPT showing the same capability, but with lower quantitative scores, in the qualitative evaluation. …”
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Abnormality detection in nailfold capillary images using deep learning with EfficientNet and cascade transfer learning by Mona Ebadi Jalal, Omar S. Emam, Cristián Castillo-Olea, Begoña García-Zapirain, Adel Elmaghraby

“…The current gold standard relies on experts performing manual evaluations, which is an exhaustive time-intensive, and subjective process. …”
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Knowledge, beliefs and practices towards HIV/AIDS among adolescents in India: A scoping review protocol. by Pranita Patsani, Jayashree Parida, Arpita Panda, Susangita Jena, Swati Sukalyani Behera, Abinash Pradhan, Prasanna Kumar Patra, Sanghamitra Pati, Harpreet Kaur, Subhendu Kumar Acharya

“…<h4>Strengths and limitations of the study</h4>The planned scoping review is the first of such study on the topic of HIV/AIDS among adolescent population in India as per the electronically available literature.There will be quality assessment of all the included studies.A thorough search strategy will be conducted as per the recommendations of the experts in scoping review search.On limitation side, the planned study will only utilize electronically available resources/evidences that are written in English language.The planned evidence based study will be of much help for the healthcare professionals and policy makers.…”
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The readability, understandability and actionability of government-provided obstetrics and gynecology patient information sheets by Yvette D. Miller, Olivia Mac, Robert Le Roy, Rachel Thompson

“…Their value for facilitating informed consent may be improved through involving consumers and health literacy experts in their review and development and using established tools to guide design processes.…”
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Weakly Supervised Nuclei Segmentation with Point-Guided Attention and Self-Supervised Pseudo-Labeling by Yapeng Mo, Lijiang Chen, Lingfeng Zhang, Qi Zhao

“…This method can significantly reduce annotation costs and reliance on clinical experts, facilitating large-scale dataset training and promoting the adoption of automated analysis in clinical applications.…”
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Community perceptions and acceptability of mass drug administration for the control of neglected tropical diseases in Asia-Pacific countries: A systematic scoping review of qualita... by Elke Mitchell, Angela Kelly-Hanku, Alison Krentel, Lucia Romani, Leanne J Robinson, Susana Vaz Nery, John Kaldor, Andrew C Steer, Stephen Bell

“…Future NTD research and control efforts would benefit from a stronger qualitative social science lens to mass drug administration implementation, a commitment to understanding and addressing the social and structural determinants of NTDs and NTD control in complex settings, and efforts to engage local communities as equal partners and experts in the co-design of mass drug administration and other efforts to prevent, treat, control and eliminate NTDs.…”
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The Soviet Policy in the October 1973 War: Unknown Pages and Historiographic Interpretations by T. V. Nosenko

“…Along with this, biased and one-sided interpretations of the Soviet position by Western and, especially, Israeli experts get widespread. This paper, based on a wide range of primary sources, both documents and memoirs, which only recently have become available to the academic community, seeks to revise or refute certain historiographic stereotypes regarding the Soviet policy in the Middle East at that period. …”
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A Novel Case Base Reasoning and Frequent Pattern Based Decision Support System for Mitigating Software Risk Factors by Muhammad Asif, Jamil Ahmed

“…According to the validation of IT industry experts, the average of the effectiveness of DSS is 51-55&#x0025;. …”
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Covid-19 vaccine acceptance and hesitancy among medical students of Faisalabad by Mohi Ud Din, Umer Shahid, Abdul Qudoos, Roman Ahmed, Muazzama Sohail, Saima Javed

“…At the same time, participants showed trust on information about Covid-19 vaccine from government and public health experts. Although vaccine hesitancy was present in only 7.2% of participants, health education programmes should be arranged to improve awareness and trust on Covid-19 vaccine. …”
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Evolution of artificial intelligence in healthcare: a 30-year bibliometric study by Yaojue Xie, Yuansheng Zhai, Yuansheng Zhai, Guihua Lu, Guihua Lu

“…Concurrently, the integration of artificial intelligence with the medical field has garnered increasing attention from medical experts. This study undertakes a dynamic and longitudinal bibliometric analysis of AI publications within the healthcare sector over the past three decades to investigate the current status and trends of the fusion between medicine and artificial intelligence.MethodsFollowing a search on the Web of Science, researchers retrieved all reviews and original articles concerning artificial intelligence in healthcare published between January 1993 and December 2023. …”
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What are the perceived needs of people living with chronic pain regarding physiotherapy services? A scoping review protocol. by Jonathan Gervais-Hupé, Arthur Filleul, Kadija Perreault, Isabelle Gaboury, Timothy H Wideman, Céline Charbonneau, Fatiha Loukili, Martine Gagnon, Anne Hudon

“…However, previous reviews have mainly focused on health professionals' and experts' evaluations of patients' needs, which may result in inadequate answers to these needs. …”
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Green Bonds as Catalysts for Low-Carbon Financing Mobilization: Examining their Impact on Sustainable Development by Ragif Huseynov, Ramida Khalilova, Sanjay Taneja, Pawan Kumar, Ercan Özen

“…A standardized survey has been conducted on 420 people of northern India, and questionnaire validated through pilot survey in form of reviews from experts and pre-testing. Smart PLS4 bootstrapping and PLS partial least square methods have been applied to find out desired results as per objectives of the research. …”
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A Multicriteria Approach to Support Task Allocation in Projects of Distributed Software Development by Marum Simão Filho, Plácido R. Pinheiro, Adriano B. Albuquerque, Régis P. S. Simão, Raimundo S. N. Azevedo, Luciano C. Nunes

“…In the end, the proposed approach has been submitted to the evaluation by the professionals of the participating companies and by some project management experts. The proposed approach comprises a workflow containing responsible actors and descriptions of the activities. …”
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MASSIVE OPEN ONLINE COURSES FOR PEDAGOGICAL STAFF TRAINING by O. M. Gyshchina, O. P. Mikheeva

“…The search of the formats corresponding to modern realities, models and technologies of continuous training and retraining of education experts is becoming urgent today.The aim of the article is to show the possibilities of innovative forms of distance learning, realized in the form of a massive open online course (MOOC), for the training and continuous training of pedagogical staff.Methodology and research methods. …”
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Additional Education for Children with Special Needs and Disabilities in the Russian Federation: National Monitoring Concept by Z. V. Puzanova, M. A. Simonova, V. M. Filippov, T. I. Larina

“…The article could be of assistance for experts who study inclusion problems.…”
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Humanitarian activity as a ‘soft power’ instrument of transnational corporations by N. O. Yudin

“…The first section of the paper examines the views of Russian and foreign experts on the role of political considerations in the humanitarian initiatives of TNCs, as well as on the possibility of achieving a balance between the development goals of host countries and the interests of foreign capital. …”
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Intelligent Recommendation of Multi-Scale Response Strategies for Land Drought Events by Lei He, Yuheng Lei, Yizhuo Yang, Bin Liu, Yuxia Li, Youcai Zhao, Dan Tang

“…Traditional response strategies for land drought events have been determined by experts based on the severity levels of the events. …”
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Sentiment analysis of the Hamas-Israel war on YouTube comments using deep learning by Ashagrew Liyih, Shegaw Anagaw, Minichel Yibeyin, Yitayal Tehone

“…We have collected 24,360 comments from popular YouTube News Channels including BBC, WION, Aljazeera, and others about the Hamas-Israel War using YouTube API and Google spreadsheet and labeled them by linguistic experts into three classes: positive, negative, and neutral. …”
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Presenting a comprehensive multi-scale evaluation framework for participatory modelling programs: A scoping review. by Grace Yeeun Lee, Ian Bernard Hickie, Jo-An Occhipinti, Yun Ju Christine Song, Adam Skinner, Salvador Camacho, Kenny Lawson, Adriane Martin Hilber, Louise Freebairn

“…<h4>Materials and methods</h4>A scoping review approach was utilized, which involved a systematic literature search via Scopus in consultation with experts to identify and appraise records that described an evaluation framework, criteria, and/or process in the context of participatory modelling. …”
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Predictive instrument for rupture of intracranial aneurysms in patients from Sancti Spiritus, Cuba by Jorge Félix Companioni Rosildo, Gretel Mosquera Betancourt, Carlos Rafael Sebrango Rodríguez, Juan Carlos Lage Barroso

“…The selection for inclusion of the factors was made from a consensus of 15 experts with more than 15 years of experience in the subject. …”
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