Developing a Transparent Anaemia Prediction Model Empowered With Explainable Artificial Intelligence by Muhammad Sajid Farooq, Muhammad Hassan Ghulam Muhammad, Oualid Ali, Zahid Zeeshan, Muhammad Saleem, Munir Ahmad, Sagheer Abbas, Muhammad Adnan Khan, Taher M. Ghazal

“…The proposed model, significantly, represents exceptional growth in the healthcare sector and helps in bridging the gap between predictive performance and clinical interpretability, thus improving patient care and disease management strategies. The model simulation results are showing promising results in terms of the accuracy (98.13%) and the miss-rate (1.87%) which are the superior performance compared to the previous published approaches.…”
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The Clinical and Economic Impact of Employees Who Are Care Partners of Patients with Multiple Sclerosis by Disease Severity by Barry Hendin, Richard A. Brook, Ian A. Beren, Nathan Kleinman, Cindy Fink, Amy L. Phillips, Carroline Lobo

“…Employee care partners of patients with moderate vs mild/severe MS had higher medical and lower sick leave costs. Treatment strategies that improve patient outcomes may reduce employee care partner burden and lower costs for employers in some instances. …”
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The financial character of policing in Tunisia: collusions, extraversion and the criminalization of informality by Daniela Musina

“…Secondly, the related creation of new institutions that, although having little power on their own and being substantially controlled by the presidential power and that of the Ministry of Interior, are embedded in transnational networks and serve to channel extraverted strategies vis à vis donors and external partners. The Commission National de Lutte Contre le Terrorisme (CNLCT) and especially the Commission Tunisienne d’Analyse Financière (CTFA), this latter receiving the bulk of attention here, with all their different functional and political significances, are a case in point. …”
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Combining theory and usability testing to inform optimization and implementation of an online primary care depression management tool by Nicola McCleary, Justin Presseau, Isabelle Perkins, Brittany Mutsaers, Claire E. Kendall, Janet Yamada, Katharine Gillis, Douglas Green

“…Identifying issues which may impact use of an innovation in routine practice (i.e. barriers to and enablers of behaviour change) informs the selection of implementation strategies that can be deployed with the tool to support use. …”
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Building on and tailoring to: Adapting a cancer caregiver psychoeducational intervention for rural settings by Erin E. Kent, Kelly R. Tan, Zev M. Nakamura, Jesse Kovacs, Mindy Gellin, Allison Deal, Eliza M. Park, Maija Reblin

“…We used the Framework for Reporting Adaptations and Modifications to Evidence‐based Implementation Strategies (FRAME‐IS) to guide the modifications. To conduct the adaptation, we elicited feedback through qualitative interviews of seven caregivers and three cancer hospital staff and thematic analysis to inform intervention modifications. …”
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Prevalence and correlates of symptoms of depression, anxiety, and psychological distress among women of reproductive age with delayed conception in urban and peri-urban low to mid-... by Barsha Gadapani Pathak, Gitau Mburu, Ndema Habib, Rita Kabra, Aiysha Malik, James Kiarie, Ranadip Chowdhury, Neeta Dhabhai, Sarmila Mazumder

“…However, the successful implementation of these recommendations may be challenged by the availability of the state's healthcare resources, necessitating tailored strategies with contextual adaptations.…”
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Making Maoshan Great Again: Religious Rhetoric and Popular Mobilisation from Late Qing to Republican China (1864–1937) by Qijun Zheng

“…Through a detailed analysis of primary sources, including editions of the <i>Maoshan Gazetteer</i>, liturgical manuals such as the scripture (<i>jing</i> 經), litany (<i>chan</i> 懺), and performative texts such as the precious scroll (<i>baojuan</i> 寶卷) of the Three Mao Lords, this study identifies six key rhetoric strategies employed by Maoshan Daoists, using the acronym IMPACT: (1) Incorporation: Appending miracle tales (<i>lingyan ji</i> 靈驗記) and divine medicine (<i>xianfang</i> 仙方) to address immediate and practical needs of contemporary society; (2) Memory: Preserving doctrinal continuity while invoking cultural nostalgia to reinforce connections to traditional values and heritage; (3) Performance: Collaborating with professional storytellers to disseminate vernacularized texts through oral performances, thereby reaching broader audiences including the illiterate. (4) Abridgment: Condensing lengthy texts into concise and accessible formats; (5) Canonization: Elevating the divine status of deities through spirit-writing, thereby enhancing their religious authority; (6) Translation: Rendering classical texts into vernacular language for broader accessibility. …”
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Gap analysis of maternity service quality and associated factors at a maternity hospital in northwest Iran: a cross-sectional survey using SERVQUAL and HEALTHQUAL questionnaires by Parnian Rahimi, Farzaneh Miri, Alireza Hajizadeh, Azadeh Anbari, Jafar Sadegh Tabrizi, Edris Kakemam

“…Therefore, hospital managers need to develop several strategies to improve the interpersonal skills of staff and communication, strengthen trust between patients and health providers, and meet the psychological and emotional needs of patients.…”
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Feeding Practices among Human Immunodeficiency Virus-Exposed Infants in Ethiopia: Systematic Review and Meta-Analysis by Habtamu Temesgen, Ayenew Negesse, Temesgen Getaneh, Yibelu Bazezew, Dessalegn Haile, Wubetu Woyraw, Melaku Desta, Alehegn Aderaw Alamneh

“…Therefore, the government of Ethiopia should strengthen the health institutions to implement the existing infant feeding strategies and guidelines to increase exclusive breastfeeding for the first 6 months and to avoid mixed feeding during the periods of six months.…”
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A Hemodynamic-Based Evaluation of Applying Different Types of Coronary Artery Bypass Grafts to Coronary Artery Aneurysms by Haoran Wang, Hitomi Anzai, Youjun Liu, Aike Qiao, Jinsheng Xie, Makoto Ohta

“…Surgical outcomes are considered to be related to surgical strategies (types of the bypass graft and whether CAA ligated or not) and the size of the CAA (usually characterized by diameter). …”
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The correlations between demographic factors, self-efficacy, and quality of life among Indonesian patients with ischemic stroke: A cross-sectional study by Nabila Azzahra, Fitria Handayani, Wahyu Hidayati

“…By increasing patients’ confidence in managing their condition, such interventions can lead to improved quality of life and better recovery outcomes. Strategies including health education, psychological support, and patient empowerment during rehabilitation are essential for strengthening self-efficacy and improving overall care outcomes. …”
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Prognostic models of immune-related cell death and stress unveil mechanisms driving macrophage phenotypic evolution in colorectal cancer by Hao Liu, Chuhan Zhang, Sanfei Peng, Yuhan Yin, Yishi Xu, Sihan Wu, Liping Wang, Yang Fu

“…Uncovering the intricate crosstalk between these factors can enhance our understanding of CRC, guide therapeutic strategies, and improve patient prognosis. Methods We constructed an immune-related cell death and stress (ICDS) prognostic model utilizing machine learning methodologies. …”
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Phylogeography and genetic diversity of Ulmus elongata (Ulmaceae), a Tertiary relict tree with extremely small populations (PSESP) by Yakun Wang, Xiankun Wang, Junyuan Wu, Jun Yang, Yanpei Liu, Peng Guo, Fude Shang, Nan Lin

“…This provides a crucial foundation for guiding conservation efforts and implementing management strategies for other Tertiary relict tree species and PSESP. …”
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CECT-Based Radiomic Nomogram of Different Machine Learning Models for Differentiating Malignant and Benign Solid-Containing Renal Masses by Qian L, Fu B, He H, Liu S, Lu R

“…This tool can be used to guide treatment strategies effectively and can provide valuable insights for clinicians.Keywords: computed tomography, renal neoplasm, radiomics, machine learning…”
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Spatiotemporal variations of surface and groundwater interactions under climate and land use land cover change scenarios by Kotapati Narayana Loukika, Venkata Reddy Keesara, Eswar Sai Buri, Venkataramana Sridhar

“…The results found in this study’ can be used to plan and develop short-and long-term integrated surface and groundwater management strategies of the basin under changing climate and LULC.…”
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The expansion and loss of specific olfactory genes in relatives of parasitic lice, the stored-product psocids (Psocodea: Liposcelididae) by Jun Sun, Jian Wu, Sheng-Yuan Sun, Zhi-Dong Chen, Guy Smagghe, Jin-Jun Wang, Dan-Dan Wei

“…Elucidating the molecular mechanisms of the olfactory system in booklice is crucial for developing effective control strategies. In this study, we aim to bridge this knowledge gap by leveraging the transcriptome and genome data from five Liposcelis species. …”
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Characteristics and Source-specific Health Risks of Ambient PM2.5-bound PAHs in an Urban City of Northern Taiwan by Yu-Chieh Ting, Chun-Hung Ku, Yu-Xuan Zou, Kai-Hsien Chi, Jhy-Charm Soo, Chin-Yu Hsu, Yu-Cheng Chen

“…This study suggests that it is necessary to distinguish the sources of the PM2.5-bound PAHs in order to underpin preventive and mitigative strategies for protecting environmental and public health.…”
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Wnt/ β-catenin and CTNNB1 gene mutation in hepatocellular carcinoma, a case study in Egyptian patients by Ramy A. Abdelsalam, Ibrahim M. El-Shawaf, Azza Abdel-Aziz, Tarek A. Bismar, Shaimaa M. Yussif

“…This pathway may represent a potential target for evolving treatment strategies. β-catenin gene (CTNNB1) has been identified as an important oncogene involved in hepatocarcinogenesis in previous trials to understand the pathogenesis of HCC. …”
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Top health service concerns: a data mining study of the Shanghai health hotline by Lili Shi, Tong Zhao, Shimiao Shi, Tianyu Tan, Aksara Regmi, Yuyang Cai

“…The methodologies employed here can be applied to other urban health contexts, providing a valuable framework for improving public health strategies globally.…”
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Factors that influence the adoption of a school-based eHealth alcohol prevention program among Spanish personnel: a mixed methods study by Ester Alejandra Rosado-Pulido, Pablo Fernández-León, Marta Lima-Serrano, Hein de Vries

“…Conclusions This study suggests that health intervention researchers should develop strategies to enhance educators' pro-innovation attitudes, personal relevance and responsibility, and perceived ease of use towards adopting an eHealth program. …”
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