Improving timing resolution of BGO for TOF-PET: a comparative analysis with and without deep learning by Francis Loignon-Houle, Nicolaus Kratochwil, Maxime Toussaint, Carsten Lowis, Gerard Ariño-Estrada, Antonio J. Gonzalez, Etiennette Auffray, Roger Lecomte

“…Other innovative deep learning models and training strategies may nonetheless contribute further in a near future to harnessing increasingly discernible timing features in TOF-PET detector signals.…”
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The burden of Gastric Cancer and possible risk factors from 1990 to 2021, and projections until 2035: findings from the Global Burden of Disease Study 2021 by Niping Qin, Yangyan Fan, Tao Yang, Zhiping Yang, Daiming Fan

“…A comprehensive understanding of the disease burden of gastric cancer is crucial for developing effective prevention and treatment strategies. However, comprehensive global assessments of the disease burden of gastric cancer remain limited. …”
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Social Media Potential and Impact on Changing Behaviors and Actions in Skin Health Promotion: Systematic Review by Justyna Martyna Brzozowska, Joanna Gotlib

“…ConclusionsThis review outlined the impact of social media, despite its heterogeneity, on users’ skin health behaviors, attitudes, and actions. It identified strategies for digital interventions to promote skin health. …”
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Development of SacB-based counterselection for efficient allelic exchange in Fusobacterium nucleatum by Peng Zhou, Bibek G C, Bo Hu, Chenggang Wu

“…This sacB-based counterselection technique provides a reliable method for isolating unmarked gene mutations in wild-type F. nucleatum, enriching the toolkit for fusobacterial research.IMPORTANCEInvestigations into Fusobacterium nucleatum’s role in related diseases significantly benefit from the strategies of creating unmarked gene mutations, which hinge on using a counterselective marker. …”
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Trends in initial pharmacological COPD treatment in primary care (2010–2021): a population-based study using the PHARMO Data Network by Guilherme Rodrigues, Joana Antão, Qichen Deng, Brenda N. Baak, Alda Marques, Frits M. E. Franssen, Martijn A. Spruit

“…Conclusions Shifts in initial pharmacological COPD treatment from 2010 to 2021 likely reflect the introduction of new inhalers and updated management strategies. However, a significant proportion of patients remain without GP prescriptions, which warrants further investigation.…”
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Construction and Comparison of Machine Learning-Based Risk Prediction Models for Major Adverse Cardiovascular Events in Perimenopausal Women by Chen A, Chang X, Bian X, Zhang F, Ma S, Chen X

“…Comparison of ROC curve AUC between logistic regression and RF model for predicting MACE risk showed a statistically significant difference (Z=2.278, P=0.023).Conclusion: The RF model showed good performance in predicting the risk of MACE in perimenopausal women providing a reference for the early identification of high-risk patients and the development of targeted intervention strategies.Keywords: major adverse cardiovascular events, machine learning, perimenopause, risk factor…”
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MECHANISMS FOR ENSURING THE ECONOMIC DEVELOPMENT OF RURAL AREAS THROUGH THE FORMATION OF THEIR ENERGY DEPENDENCE BASED ON THE INTENSIFICATION OF BIOFUEL PRODUCTION by Yuliia Okhota, Denys Titov, Svitlana Dotsiuk

“…This comprehensive approach enabled an in-depth analysis of the opportunities and limitations of bioenergy in Ukraine, in particular by comparing biomass use practices in developed countries and identifying effective strategies for the Ukrainian context. The article also discusses the prospects for improving the regulatory framework to create favourable conditions for bioenergy development, the need for infrastructure improvements and the involvement of local communities in renewable energy projects. …”
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Personal, environmental and behavioral predictors associated with online fraud victimization among adults. by Vimala Balakrishnan, Umayma Ahhmed, Faris Basheer

“…For instance, gender- specific educational campaigns can be developed to enhance awareness and equip women with strategies to detect and avoid scams. Additionally, addressing systemic factors like social norms and digital literacy gaps is crucial for creating equitable and effective solutions to reduce online fraud victimization.…”
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Quand les routes fermées de montagne racontent les territoires. L’exemple du Vercors : entre invisibilités, réappropriations et mises en valeur (XIXe -XXIe siècles) by Emma-Sophie Mouret

“…S’intéresser à ces dernières permet d’identifier dans le temps long, les stratégies de développement des territoires. Une fois la route fermée, cette dernière disparait des médias touristiques. …”
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Global Insights into Cultured Meat: Uncovering Production Processes, Potential Hazards, Regulatory Frameworks, and Key Challenges—A Scoping Review by Renata Puppin Zandonadi, Maíra Catharina Ramos, Flavia Tavares Silva Elias, Nathalia Sernizon Guimarães

“…However, effective hazard and safety assessment strategies, such as HACCP combined with best practices, should be implemented throughout the production process.…”
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Statistical match reports of the 2022 volleyball World Championship in the context of network analysis with Gephi by Sergii Iermakov, Tetiana Yermakova, Krzysztof Wnorowski

“…This aids in pinpointing key players, refining team strategies, and enhancing court coordination. Coaches are advised to leverage these tools for an in-depth evaluation of gameplay instances and to make informed decisions. …”
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Identification of core biomarkers for tuberculosis progression through bioinformatics analysis and in vitro research by Zhanpeng Chen, Qiong Wang, Quan Ma, Jinyun Chen, Xingxing Kong, Yuqin Zeng, Lanlan Liu, Shuihua Lu, Xiaomin Wang

“…Abstract Tuberculosis (TB), caused by Mycobacterium tuberculosis (Mtb), remains a significant global public health issue with high mortality rates and challenges posed by drug-resistant strains, emphasizing the continued need for new therapeutic targets and effective treatment strategies. Transcriptomics is a highly effective tool for the development of novel anti-tuberculosis drugs. …”
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Lateral Decubitus 360° Capsular Release for Treatment of Recalcitrant End-Stage Adhesive Capsulitis by Juan Bernardo Villarreal-Espinosa MD, Rodrigo Saad Berreta BA, Richard Danilkowicz MD, Udit Dave BS, Melissa Carpenter BS, Jorge Chahla MD, PhD, Nikhil N. Verma MD

“…Indications: Arthroscopic capsular release in the setting of adhesive capsulitis is utilized when conservative strategies, such as physical therapy and/or corticosteroid injections, do not provide pain and range of motion improvement. …”
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Analysis and Validation of Autophagy-Related Gene Biomarkers and Immune Cell Infiltration Characteristic in Bronchopulmonary Dysplasia by Integrating Bioinformatics and Machine Lea... by Xiao S, Ding Y, Du C, Lv Y, Yang S, Zheng Q, Wang Z, Zheng Q, Huang M, Xiao Q, Ren Z, Bi G, Yang J

“…Our findings provided researchers and clinicians with more evidence regarding immunotherapeutic strategies for BPD treatment.Keywords: BPD, autophagy, immune cell infiltration, single cell sequencing, biomarkers…”
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High-resolution mapping of evapotranspiration over heterogeneous cropland affected by soil salinity by Meihan Liu, Huimin Lei, Xingwang Wang, Paula Paredes

“…By incorporating salinity factor, this research lays the groundwork for more efficient water use and land management strategies in arid and heterogeneous landscapes.…”
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Targeting necroptosis in MCF-7 breast cancer cells: In Silico insights into 8,12-dimethoxysanguinarine from Eomecon Chionantha through molecular docking, dynamics, DFT, and MEP stu... by Maram B Alhawarri, Mohammad G Al-Thiabat, Amit Dubey, Aisha Tufail, Katreen Banisalman, Ghazi A Al Jabal, Eman Alkasasbeh, Esra'a Ibrahim Al-Trad, Bilal Harieth Alrimawi

“…Breast cancer remains a significant challenge in oncology, highlighting the need for alternative therapeutic strategies that target necroptosis to overcome resistance to conventional therapies. …”
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UKRAINIAN ENTREPRENEURSHIP IN POLAND: CHALLENGES AND OPPORTUNITIES by Valentyna Smachylo, Olha Rudachenko, Oleh Kulinich, Dmytro Simonov

“…The recommendations include: conducting a thorough study of the local business climate, adapting business strategies to align with local market realities and actively seeking partnerships and support within the local business community.…”
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First-time use of electronic patient-reported outcome measures in a cluster randomized trial: a qualitative study by Terese Solvoll Skåre, Tonje Lundeby, Jo Åsmund Lund, Marianne Jensen Hjermstad, May Helen Midtbust

“…Future research should explore strategies to bridge professional disparities and promote a shared understanding of the value provided by ePROMs.…”
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Global, regional, and national burden of young COPD, 1990–2021, with forecasts to 2050: a systematic analysis for the global burden of disease study 2021 by Yi Zhu, Tao Shen, Ruixin Guo, Ke Liu, Xiyu Cao, Xiuli Yang, Chuantao Zhang

“…Improving air quality, promoting smoking cessation, and increasing access to lung function tests, raising awareness of young COPD are key strategies for alleviating the burden of young COPD.…”
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Exploring individual differences in online and face-to-face help-seeking intentions in case of impending mental health problems: The role of adult attachment, perceived social supp... by Jennifer Apolinário-Hagen, Annina Trachsel Dugo, Lisa Anhorn, Britta Holsten, Verena Werner, Simone Krebs

“…Background: Even though common mental health problems such as depression are a global burden calling for efficient prevention strategies, still many distressed individuals face hurdles to access public mental healthcare. …”
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