Human-centered design of a health recommender system for orthopaedic shoulder treatment by Akanksha Singh, Benjamin Schooley, John Mobley, Patrick Mobley, Sydney Lindros, John M. Brooks, Sarah B. Floyd

“…A team of health informatics and comparative effectiveness researchers directly engaged with orthopaedic surgeon subject matter experts in a collaborative I-C-IT prototype design process. …”
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Data-driven machine learning approaches for simultaneous prediction of peak particle velocity and frequency induced by rock blasting in mining by Yewuhalashet Fissha, Prashanth Ragam, Hajime Ikeda, N. Kushal Kumar, Tsuyoshi Adachi, P.S. Paul, Youhei Kawamura

“…This study will help mining engineers and blasting experts to select the best machine learning model and its hyperparameters in estimating ground vibration, and frequency. …”
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Molecular identification of the brown marmorated stink bug’s egg parasitoids by species-specific PCR collected from Beijing, China by Muhammad Yasir Ali, Yu-Di Liu, Feng-Qi Li, Mao-Lin Hou, Jin-Ping Zhang, Feng Zhang

“…After successful morphological confirmation with experts, DNA extractions were carried out from these samples. …”
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Evaluation of the dynamics of fattening of lactating cows of the newly created Ukrainian red dairy breed by Liliya Roman, Olena Bezaltychna, Serhiy Vyrvykyshka, Artem Iovenko, Tetyana Pushkar

“…The findings of this study revealed that lactating cows of the newly created Ukrainian red dairy breed had a steady downward trend in fertility rates compared to the optimum levels recommended by experts. Thus, the fatness of the first-born cows was on average 35.35-58.25% lower than the recommended level, of the second lactation cows – 18.91–25.67%, and of the third lactation cows – 21.82-28.33% (P < 0.001). …”
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Protocol for the development of a reporting guideline for causal and counterfactual prediction models in biomedicine by Yi Guo, Hua Xu, Fei Wang, Jie Xu, Jiang Bian, Robert Lucero, Mattia Prosperi

“…In stage 3, a computer-based, real-time Delphi survey will be performed to consolidate the PRECOG checklist, involving experts in causal inference, epidemiology, statistics, machine learning, informatics and protocols/standards. …”
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Practice Guidelines for the Value Evaluation of Clinical Pharmacy Services (version 2) by Liuyun Wu, Ziyan Lv, Min Chen, Xingyue Zheng, Lian Li, Shan Du, Lizhu Han, Qinan Yin, Yin Wang, Xinxia Liu, Wenyuan Li, Xuefei Huang, Hulin Wang, Xiaoqing Yi, Xiaojiao Cui, Zhujun Chen, Yueyuan Wang, Yingying Hou, Xi Zheng, Yang Lei, Mengqiu Gou, Yue Wu, Fengjiao Kang, Fengqun Cai, Shuhong Liang, Yong Yang, Jinqi Li, Yuan Bian

“…Consensus on the recommendations and evidence levels was achieved through the Delphi method, resulting in the formation of the Practice Guidelines for the Value Evaluation of Clinical Pharmacy Services (Version 2).ResultsThrough a questionnaire survey of over 100 experts and the Delphi method voting, 23 preliminary indicators for evaluating the value of clinical pharmacy services were identified. …”
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Evaluation of outcome relevance of quality indicators in the emergency department (ENQuIRE): study protocol for a prospective multicentre cohort study by Anna Slagman, Felix Greiner, Martin Möckel, Rainer Röhrig, Susanne Drynda, Wencke Schindler, Johannes Pollmanns, Dirk Horenkamp-Sonntag, Wiebke Schirrmeister, Ronny Otto, Jonas Bienzeisler, Saskia Drösler, Rolf Lefering, Jennifer Hitzek, Enno Swart, Felix Walcher

“…The data collected for this purpose comprise medical records from the ED treatment, discharge (claims) data from hospitalised patients, a patient questionnaire to be answered 6–8 weeks after emergency admission, and outcome measures in a 12-month follow-up obtained as claims data from the SHI.Descriptive and analytical statistics will be applied to provide summaries about the characteristics of QIs and associations between quality measures and patient outcomes.Ethics and dissemination Approval of the leading ethics committee at the Medical Faculty of the University of Magdeburg (reference number 163/18 from 19 November 2018) has been obtained and adapted by responsible local ethics committees.The findings of this work will be disseminated by publication of peer-reviewed manuscripts and presentations as conference contributions (abstracts, poster or oral presentations).Moreover, results will be discussed with clinical experts and medical associations before being proposed for implementation into the quality management of EDs.Trial registration number German Clinical Trials Registry (DRKS00015203); Pre-results.…”
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Migrant Health Country Profile tool (MHCP-t) for transforming health data collection and surveillance in the Middle East and North African (MENA) region: tool development protocol... by Farah Seedat, Bouchra Assarag, Kolitha Wickramage, Sally Hargreaves, Ana Requena-Mendez, Dominik Zenner, Anna Deal, Stella Evangelidou, Oumnia Bouaddi, Moudrick Abdellatifi, Hassan Edries, Eman Elafef, Taha Maatoug, Anissa Ouahchi, Sara Arias, Adel Abdelkhalek, Ibrahim Ahmed Bani, Kenza Hassouni, Mahmoud Hilali, Mohamed Khalis, Wejdene Mansour, Ali Mtiraoui, Hassan Chrifi, Mohamed Douagi, Abdedayem Khelifi

“…Results from the national qualitative studies and a series of systematic reviews in the MENA region will conclude with a first draft of tool indicators which will be reviewed by national and international experts using the Nominal Group Technique. The revised indicators will be entered into an electronic data capture system and the tool will be pilot-tested by applying a mixed-methods process evaluation to examine its relevance, comprehensiveness, comprehensibility and other practical issues, such as completion time and ease of responding. …”
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Charting the path to the implementation of universal health coverage policy in Nigeria through the lens of Delphi methodology by Jibril M. Bashar, Sulaiman Hadiza, Ozoilo J. Ugochi, Lawal S. Muhammad, Adeoye Olufemi, Ukoh Eberechi, Yakubu Agada-Amade, Alhassan Yusuf, Abdulhamid H. Abdullahi, Hassan S. Musa, Ahmad A. Ibrahim, Kalu-Umeh Nnennaya, Jennifer Anyanti, Dayyabu Yusuf, Kenneth Okoineme, Jennifer Adebambo, Samuel O. Ikani, Dennis Aizobu, Musa Abubakar, Babandi S. Zaharaddeen, Lawal Aminu, Yusuf H. Wada

“…Methodology We employed a Delphi approach methodology through strategic health insurance meetings with a diverse multidisciplinary panel of 125 stakeholders including representatives of accredited Health Insurance Maintenance Organizations, Heads of States Social Health Insurance Agencies, Development Partners representatives, academics, government officials, national health insurance authority expanded management team and experts in health insurance across all the states of Nigeria to recommend specific actions towards health insurance expansion and universal health coverage in Nigeria. …”
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Piloting an external quality assurance program (QAP) for COVID-19 antigen rapid diagnostic tests (Ag-RDTs): findings and lessons learned from Cambodia by Vonthanak Saphonn, John Kaldor, Deborah Williamson, Sothavireak Bory, Philip Cunningham, Jessica Markby, Kennarey Seang, Jacqueline Prestedge, Chan Leakhena Phoeung, Marilyn Ninan, Kanika Heng, Andrew Valley

“…We collaborated with laboratory experts in Australia and piloted an EQA programme of the commonly used COVID-19 Ag-RDTs at the University of Health Sciences’ MERIEUX Laboratory (Tier 1 site—responsible for the in-country receipt and distribution of QA material) and four other participating laboratories (Tier 2—healthcare facility based) between November 2021 and November 2022. …”
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Sustainability index analysis of microalgae cultivated in biorefinery palm oil mill effluent by A. Santoso, T. Handayani, D. Pinardi, K. Kusrestuwardani, N. Widyastuti, I. Djarot, J. Haryanti, A. Sitomurni, H. Apriyanto

“…METHODS: The primary data was compilated via the questionnaires to researchers in the community of microalgae as well as scientific judgment by experts as respondents. Data is processed and analyzed using the multidimensional scaling Rapfish program. …”
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A customized convolutional neural network-based approach for weeds identification in cotton crops by Hafiz Muhammad Faisal, Muhammad Aqib, Muhammad Aqib, Khalid Mahmood, Mejdl Safran, Sultan Alfarhood, Imran Ashraf

“…Smart farming is a hot research area for experts globally to fulfill the soaring demand for food. …”
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Validation of the Transition Readiness and Appropriateness Measure (TRAM) for the Managing the Link and Strengthening Transition from Child to Adult Mental Healthcare in Europe (MI... by Fiona McNicholas, Dieter Wolke, Jason Madan, Jatinder Singh, Federico Fiori, Paramala Santosh, Jane Warwick, Helena Tuomainen, Swaran Singh, Laura Adams, Mathilde Mastroianni, Natalie Heaney, Kate Lievesley, Ilyas Sagar-Ouriaghli, Giovanni Allibrio, Rebecca Appleton, Nikolina Davidović, Giovanni de Girolamo, Gwen Dieleman, Katarina Dodig-Ćurković, Tomislav Franić, Charlotte Gatherer, Suzanne Gerritsen, Elisa Gheza, Lidia Manenti, Athanasios Maras, Francesco Margari, Adriana Pastore, Moli Paul, Diane Purper-Ouakil, Francesco Rinaldi, Vehbi Sakar, Ulrike Schulze, Giulia Signorini, Cathy Street, Priya Tah, Sabine Tremmery, Amanda Tuffrey, Frank Verhulst, Anna Wilson

“…The second phase (MILESTONE cohort study and nested cluster randomised trial) involved over 1000 young people.Results The development of the TRAM began with a literature review on transitioning and a review of important items regarding transition by a panel of 34 mental health experts. A list of 64 items of potential importance were identified, which together comprised the TRAM. …”
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Exploring BiomedCLIP’s Capabilities in Medical Image Analysis: A Focus on Scoliosis Detection and Severity Assessment by Bartosz Polis, Agnieszka Zawadzka-Fabijan, Robert Fabijan, Róża Kosińska, Emilia Nowosławska, Artur Fabijan

“…The images were collected between January 2021 and July 2024. Two neurosurgical experts manually analyzed the Cobb angles and scoliosis stages (mild, moderate, severe). …”
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Informing climate-smart agriculture in low resource settings for practitioners: A review and analysis of interactive tools [version 1; peer review: 1 approved, 2 approved with rese... by Kirsten Franzen, Daniel Lapidus, Tyler Ovington, Caleb Milliken, Jenny Frankel-Reed

“…Many valuable, easy-to-use tools exist offering non-climate experts’ opportunities to gain insights into the relationship between climate and small-scale farming systems. …”
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Automatic Segmentation of Asphalt Cracks on Highways After Large-Scale and Severe Earthquakes Using Deep Learning-Based Approaches by Mehmet Yilmaz, Erkut Yalcin, Fatih Demir, Ahmet Munir Ozdemir, Muhammed Atar, Aysegul Gunes, Beyza Furtana Yalcin, Ertugrul Cambay

“…To achieve this, pixel-based labels were created by experts in the construction field by analyzing each pixel value. …”
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Prevalence and associated factors of parental refusal rates for routine immunisation: a cross-sectional study in Peshawar, Khyber Pakhtunkhwa, Pakistan-2024 by Muhammad Hakim, Farhad Ali, Zala, Aslam Pervaiz, Saima Afaq, Zia ul Haq

“…Data was collected using a structured vaccine hesitancy Survey Tool of the Strategic Advisory Group of Experts(SAGE). Multistage stratified cluster sampling was employed to ensure a representative sample of tehsils in district Peshawar. …”
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Enhancing semantical text understanding with fine-tuned large language models: A case study on Quora Question Pair duplicate identification. by Sifei Han, Lingyun Shi, Fuchiang Rich Tsui

“…Our LLM-based finetuning framework may potentially improve various document similarity tasks, such as matching resumes with job descriptions, recommending subject-matter experts, or identifying potential reviewers for grant proposals or manuscript submissions.…”
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Adult validation of a self-administered tablet audiometer by Mark Bastianelli, Amy E. Mark, Arran McAfee, David Schramm, Renée Lefrançois, Matthew Bromwich

“…Conclusion Puretone audiometry and word recognition testing appears valid when performed by non-healthcare experts using a tablet audiometer outside a sound booth in a quiet environment. …”
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Translation, adaptation and validation of an epilepsy screening instrument in two Ghanaian languages. by Emmanuel Kwame Darkwa, Sabina Asiamah, Elizabeth Awini, Cynthia Sottie, Anthony Godi, John E Williams, Albert Akpalu, J Helen Cross, Josemir W Sander, Arjune Sen, Charles R Newton, Anthony Danso-Appiah, Patrick Adjei

“…We included questions that could identify convulsive and non-convulsive seizures. Language experts forward- and back-translated the questionnaires into the two languages: Asante Twi and Dangme. …”
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