Nomogram for predicting the 28-day mortality risk of patients with subendocardial infarction by Menglei Li, Menglei Li, Beiping Song, Xianjing Zeng, Xunguo Wang, Ao Ma, Zhichao Meng, Jiehao Zhu, Xiubao Song, Xianwu Lan, Minghui Tan

“…The objective of our study was to develop and evaluate a nomogram for predicting the 28-day risk of mortality among patients with SEMI.MethodsPatients diagnosed with subendocardial infarction were identified from the MIMIC-III database based on ICD-9 codes. Independent risk factors were screened utilizing the least absolute shrinkage and selection operator (LASSO) method alongside multivariate logistic regression. …”
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Neural Network Constraints on the Cosmic-Ray Ionization Rate and Other Physical Conditions in NGC 253 with ALCHEMI Measurements of HCN and HNC by Erica Behrens, Jeffrey G. Mangum, Serena Viti, Jonathan Holdship, Ko-Yun Huang, Mathilde Bouvier, Joshua Butterworth, Cosima Eibensteiner, Nanase Harada, Sergio Martín, Kazushi Sakamoto, Sebastien Muller, Kunihiko Tanaka, Laura Colzi, Christian Henkel, David S. Meier, Víctor M. Rivilla, Paul P. van der Werf, ALMA Comprehensive High-resolution Extragalactic Molecular Inventory (ALCHEMI) collaboration

“…Using output from the chemical code UCLCHEM , we train a neural network model to emulate UCLCHEM and derive HCN and HNC molecular abundances from a given set of physical conditions. …”
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Community-based doulas and medicaid expansion: a resource-based approach to support the well-being of low-income postpartum women by Charlotte V. Farewell, Jennifer Gahrns, Julia Pangalangan, Emily Curl, Anna Pangalangan

“…Methods A purposive sample of 16 low-SES postpartum women and 9 community-based doulas were recruited to participate in 30–60-minute interviews. Coding followed a constant comparison method and was an iterative process including a deductive, theory-driven approach based on the Conservation of Resources Theory and Socioecological Models and an inductive, data-driven approach. …”
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Mapping the evidence on the assessment of fitness to work at heights: a scoping review by Lyndsey Swart, Nicolaas Claassen, Tania Buys

“…An iterative review process was followed, with one author extracting and coding data while two authors conducted quality checks. …”
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Collaborating Across Organizational Boundaries to Develop, Evaluate, and Implement eHealth: Scoping Review by Aafke G Coopmans, Remco S Mannak, Anna M Braspenning, Eveline J M Wouters, Inge M B Bongers

“…The dialogical learning mechanism identification was crucial for enhancing IOC and was supported by training or by establishing IOC from previous relationships. …”
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Creating a sense of place when implementing a new emergency department in Denmark: a qualitative study by Jeanette Wassar Kirk, Per Nilsen, Ove Andersen, Nina Thórný Stefánsdóttir, Mette Bendtz Lindstrøm, Byron J. Powell, Tine Tjørnhøj-Thomsen

“…Fieldwork was conducted in settings such as management meetings, micro-simulation training, and tours of the new ED construction site. …”
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Physicians’ Perspective of Telemedicine Regulating Guidelines and Ethical Aspects: A Saudi Experience by Dalia Yahia M. El Kheir, Sara S. Alnufaili, Raghad M. Alsaffar, Majd A. Assad, Zahra Z. Alkhalifah

“…A final sample of 101 physicians completed our survey. Collected data was coded and analysed using SPSS, and the results presented as frequencies, percentages, and summary statistics. …”
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Factors influencing provider deviation from national HIV and nutritional guidelines for HIV-exposed children in western Kenya: a qualitative study by Megan M. Coe, Emily Yoshioka, Damaris Odhiambo, Mary Masheti, Phlona Amam, Julius Nyaoke, Emmanuel Oduor, Marline Serede, Agnes Ndirangu, Benson Singa, Arianna Rubin Means

“…Data collection and analysis were guided by the Theoretical Domains Framework (TDF). Transcripts were coded by two primary coders using both deductive and inductive thematic analysis. …”
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Risk assessment of thyroid nodules with a multi-instance convolutional neural network by Da Yu, Tingting Song, Yancheng Yu, Hebin Zhang, Feng Gao, Zirong Wang, Jiacheng Wang

“…The images were divided into training (75%, 1500 patients) and testing (25%, 500 patients) sets. …”
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Exploring Barriers and Facilitators to Early Rehabilitation in Post-Stroke Hand Dysfunction: A Qualitative Study by Qin X, Zou Q, He Y, Liu L, Zhao C

“…Intervention strategies can be tailored around these factors and may include educating patients and their families about stroke and early rehabilitation, training healthcare professionals (HCPs) to enhance their skills, providing professional support to patients after discharge and optimizing health insurance policies.Keywords: stroke, hand dysfunction, early rehabilitation treatments, barriers, facilitators, qualitative study…”
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Integrating Nurse Preferences Into AI-Based Scheduling Systems: Qualitative Study by Fabienne Josefine Renggli, Maisa Gerlach, Jannic Stefan Bieri, Christoph Golz, Murat Sariyar

“…A preliminary AI implementation of MIP in a training hospital unit (35 staff members) showed how to design a system from a mathematical perspective. …”
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Qualitative insights into empathy in medical education: perspectives from students, doctors, and educators by Fan Yang, Fuhao Lei, Yong Li, Tao Yang

“…Each interview lasted approximately 30–60 min, and all interviews were audio-recorded and then transcribed verbatim.For data analysis, a three-level coding approach was adopted. The analysis was independently conducted by two members of the research team to ensure reliability and consistency. …”
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Use of Deep-Learning Genomics to Discriminate Healthy Individuals from Those with Alzheimer’s Disease or Mild Cognitive Impairment by Lanlan Li, Yeying Yang, Qi Zhang, Jiao Wang, Jiehui Jiang, Alzheimer’s Disease Neuroimaging Initiative

“…The proposed deep-learning genomics (DLG) approach consists of three steps: quality control, coding of single-nucleotide polymorphisms, and classification. …”
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Challenges in adopting health technology assessment for evidence-based policy in Iran: a qualitative study by Meysam Behzadifar, Saeed Shahabi, Ahad Bakhtiari, Samad Azari, Mohammad Yarahmadi, Mariano Martini, Masoud Behzadifar

“…Data were analyzed using thematic content analysis based on Braun and Clarke’s framework, with MAXQDA software for coding and analysis. Validation was achieved through member-checking and peer debriefing. …”
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Child-Centered Anti-Trafficking Approaches in Mediterranean Migration Routes: Italy and Turkey by Ezgi Yaman Kennedy

“…Therefore, it is essential for professionals across various sectors—including education, healthcare, protective and social services, as well as the justice system—to undergo comprehensive training and be integrated into a robust social protection system. …”
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A mixed-methods study on health learning materials utilization for COVID-19 risk communication and community engagement among health workers in Arsi Zone, Ethiopia: Implication for... by Taye Debele, Firanbon Teshome, Demuma Amdisa, Girma Bacha, Zewdie Birhanu, Yohannes Kebede

“…There is a need for giving due attention to HLMs, evaluating their quality, availing them to health facilities, and providing training for health workers.…”
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Influencing Factors and Correlations of User Satisfaction with Mobile Health Applications by SHI Qin, XIE Jing, WU Shang

“…Using the grounded theory, the study extracted factors influencing user satisfaction with mobile health applications by coding the review data. Subsequently, based on the interpretive structural model (ISM), the internal logic and associated pathways between these influencing factors were explored. …”
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Three Survival-Related Genes of Esophageal Squamous Cell Carcinoma Identified by Weighted Gene Coexpression Network Analysis by Di Lu, He Wang, Xuanzhen Wu, Jianxue Zhai, Xiguang Liu, Xiaoying Dong, Siyang Feng, Xiaoshun Shi, Jianjun Jiang, Zhizhi Wang, Zhiming Chen, Shuhua Zhao, Jinhua Zhong, Gang Xiong, Hua Wu, Haofei Wang, Kaican Cai

“…In this study, a module containing 43 protein-coding genes and strongly related to overall survival (OS) was identified through WGCNA. …”
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Gaawaadhi Gadudha: understanding how cultural camps impact health, well-being and resilience among Aboriginal adults in New South Wales, Australia—a collaborative study protocol by Stephanie M Topp, Anthony B Zwi, Aryati Yashadhana, Ted Fields, Jonathan Kingsley, Evelyne de Leeuw, Brooke Brady, Michelle O'Leary, Miri Raven, Nina Serova, Warren Foster, Wendy Jopson, Brett Biles

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Conceptual Model of Factors Affecting Mathematics Literacy Based on the Perspective of 9th Grade Students: A Qualitative Research by Narges Yaftian, Maryam Shayan

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