Patient preferences for anti-hyperglycaemic medication for type 2 diabetes mellitus in China: findings from a national survey by Jing Liu, Lei Si, Yingyao Chen, Yanfeng Ren, Liu Liu, Shimeng Liu, Qi Pan, Xiong Ke, Shiyi Bao, Fuming Li, Yijiang Yu, Yan Wei

“…There exists great preference heterogeneity among patients, which should be taken into account in healthcare decision-making processes.…”
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Characteristics of Land Use Change and Evaluation of Ecological Sensitivity in Chongqing by XIE Xianjian, GOU Qiantao, WU Han

“…The research findings can provide theoretical support and decision-making basis for the reconstruction of ecological security pattern and sustainable development of Chongqing.…”
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Understanding the experiences of birthing care during COVID-19: A qualitative systematic review by Danielle Macdonald, Kristen Bigelow-Talbert, Amanda Ross-White, Erna Snelgrove-Clarke, Leah Sookhoo

“…Midwives, nurses, women, and birthing people must be included in decision making for changes to practices and policies at all levels, especially during uncertain times. …”
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Estimation and mapping of the contribution of nitric acid to atmospheric corrosion of zinc by J. Castillo-Miranda, F. Rodríguez-Gómez, J. Genescá-Llongueras, L. Ruiz-Suárez, J. García-Reynoso

“…Likewise, it can represent a decision-making tool for the implementation of atmospheric corrosion studies of materials. …”
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An evaluation of financial losses due to lumpy skin disease outbreaks in dairy farms of northern Thailand by Wittawat Modethed, Khwanchai Kreausukon, Tawatchai Singhla, Kittikorn Boonsri, Kidsadagon Pringproa, Nattawooti Sthitmatee, Nattawooti Sthitmatee, Paramintra Vinitchaikul, Supitchaya Srisawang, Roderick Salvador, Simon Gubbins, Georgina Limon, Veerasak Punyapornwithaya, Veerasak Punyapornwithaya

“…The findings from this study are beneficial for decision making, efficient resource allocation and the development of effective mitigation strategies.…”
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Artificial Intelligence in Cardiac Surgery: Transforming Outcomes and Shaping the Future by Vasileios Leivaditis, Eleftherios Beltsios, Athanasios Papatriantafyllou, Konstantinos Grapatsas, Francesk Mulita, Nikolaos Kontodimopoulos, Nikolaos G. Baikoussis, Levan Tchabashvili, Konstantinos Tasios, Ioannis Maroulis, Manfred Dahm, Efstratios Koletsis

“…<b>Conclusions:</b> AI has the potential to revolutionize cardiac surgery by enhancing decision making, surgical accuracy, and patient outcomes. …”
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Data-Sharing Statements Requested from Clinical Trials by Public, Environmental, and Occupational Health Journals: Cross-Sectional Study by Yingxin Liu, Jingyi Zhang, Lehana Thabane, Xuerui Bai, Lili Kang, Gregory Y H Lip, Harriette G C Van Spall, Min Xia, Guowei Li

“… BackgroundData sharing plays a crucial role in health informatics, contributing to improving health information systems, enhancing operational efficiency, informing policy and decision-making, and advancing public health surveillance including disease tracking. …”
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Enhancing Semi-Supervised Learning With Concept Drift Detection and Self-Training: A Study on Classifier Diversity and Performance by Jose L. M. Perez, Roberto S. M. Barros, Silas G. T. C. Santos

“…Machine learning algorithms that assist in decision-making are becoming crucial in several areas, such as healthcare, finance, marketing, etc. …”
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‘I no longer worry about money for transport to the health centre’ - economic empowerment of caregivers of children living with HIV through Village Savings and Loan Associations: e... by Joseph Rujumba, Carmen Roebersen, Susan Namara, Richard Ochen, Sharon Eva Ahumuza, Allen Tushabe, Mathias Akugizibwe, David Bitira, Innocent Mwesigye, Stella Kentusi, Henry Zakumumpa, Japheth Kwiringira, Merian Natukwatsa Musinguzi

“…However, poverty, poor leadership characterised by domination by select individuals in decision making, favoritism in giving out loans and lack of transparency in handling group activities as well as the COVID-19 were key challenges. …”
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Which PSMA PET/CT interpretation criteria most effectively diagnose prostate cancer? a retrospective cohort study by Le Ma, Yaxin Hao, Luoping Zhai, Wanchun Zhang, Xiaoming Cao, Kaiyuan Jia

“…This underscores the miPSMA score’s potential as a robust criterion for PCa and csPCa diagnosis, holding substantial promise for refining clinical decision-making and patient management strategies. Clinical trial number not applicable.…”
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MRI-based deep learning and radiomics for predicting the efficacy of PD-1 inhibitor combined with induction chemotherapy in advanced nasopharyngeal carcinoma: A prospective cohort... by Yiru Wang, Fuli Chen, Zhechen Ouyang, Siyi He, Xinling Qin, Xian Liang, Weimei Huang, Rensheng Wang, Kai Hu

“…Currently, there isn't a reliable method to assess the efficacy of this regimen, which hinders informed decision-making for follow-up care. Aim: To establish and evaluate a model for predicting the efficacy of programmed death-1 (PD-1) inhibitor combined with GP (gemcitabine and cisplatin) induction chemotherapy based on deep learning features (DLFs) and radiomic features. …”
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Meta-analysis on Studies of Deviant Marketing Behaviors: Past, Present and Future by Zahra Ahmadi Alvar, Davood Feiz, Meysam Modarresi

“…Using the multi-attribute decision-making technique (SAW: Simple Additive Weighting), the most important roots were ranked in each cluster. …”
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Development and Validation of an MRI‐Based Radiomics Nomogram to Predict the Prognosis of De Novo Oligometastatic Prostate Cancer Patients by Wen‐Qi Liu, Yu‐Ting Xue, Xu‐Yun Huang, Bin Lin, Xiao‐Dong Li, Zhi‐Bin Ke, Dong‐Ning Chen, Jia‐Yin Chen, Yong Wei, Qing‐Shui Zheng, Xue‐Yi Xue, Ning Xu

“…This helps in understanding the prognosis and improves the shared decision‐making process.…”
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Bibliometric analysis of the impact of environmental degradation on women and the importance of women’s representation by Y.A. Pratama, M.Y.A. Kadir, A. Rivaldi, I.C. Mulya, S. Amirah, M. Iqhrammullah

“…The participation of women in decision-making was analyzed based on their number of seats in Parliament and a literature survey. …”
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Association between Comorbidities and Progression of Transvalvular Pressure Gradients in Patients with Moderate and Severe Aortic Valve Stenosis by Tim Salinger, Kai Hu, Dan Liu, Scharoch Taleh, Sebastian Herrmann, Daniel Oder, Daniel Gensler, Jonas Müntze, Georg Ertl, Kristina Lorenz, Stefan Frantz, Frank Weidemann, Peter Nordbeck

“…Fast progression of the transaortic mean gradient (Pmean) is relevant for clinical decision making of valve replacement in patients with moderate and severe aortic stenosis (AS) patients. …”
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Spatial-Temporal Changes and Influencing Factors of Regional Technological Innovation Efficiency in China: A Three Entity Comparative Perspective by Ye Lei, Zhang Ting, Cao Xianzhong, Zeng Gang

“…Using 31 provincial-level administrative regions in China as decision-making units, this study measures and compares the spatiotemporal changes in technological innovation efficiencies and the factors influencing the technical inefficiencies of the three entities using GIS spatial analysis and Stochastic Frontier Analysis. …”
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Non‐Invasive Photoacoustic Cerebrovascular Monitoring of Early‐Stage Ischemic Strokes In Vivo by Jiwoong Kim, Joo Young Kweon, Seongwook Choi, Hyunseo Jeon, Minsik Sung, Rongkang Gao, Chengbo Liu, Chulhong Kim, Yong Joo Ahn

“…They highlight the usefulness of whole‐brain PACT as a potentially powerful tool for early diagnosis and therapeutic decision‐making in treating ischemic stroke.…”
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Predicting breast cancer prognosis using PR and PIK3CA biomarkers: a comparative analysis of diagnostic groups by Yuting Feng, Qingzhen Song, Lei Yan, Ruoqi Li, Mengqin Yang, Peng Bu, Jing Lian

“…Assessing these biomarkers in combination can enhance prognostic stratification, potentially guiding more informed clinical decision-making.…”
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Rapid response electroencephalography decreases time to seizure diagnosis in pediatric acute care patients by Nevedha Rajan, Toni Kavanagh, Maite LaVega‐Talbott, Sandeep Gangadharan

“…RrEEG ruled out seizures in 11 patients and changed clinical decision‐making in five patients. Significance RrEEG allowed for earlier diagnosis of brain electrographic activity in pediatric patients when compared to cEEG. …”
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The Electroanatomic Volume of the Left Atrium as a Determinant of Recurrences in Patients with Atrial Fibrillation After Pulmonary Vein Isolation: A Prospective Study by Amaia Martínez León, David Testa Alonso, María Salgado, Ruth Álvarez Velasco, Minel Soroa, Daniel Gracia Iglesias, David Calvo

“…In patients selected for catheter ablation, EAV by EAM provides additional insights that could contribute to therapeutic decision-making and risk stratification of AF recurrences.…”
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