Bayesian calibration and uncertainty quantification for a large nutrient load impact modelZenodoZenodoZenodo by Karel Kaurila, Risto Lignell, Frede Thingstad, Harri Kuosa, Jarno Vanhatalo

“…After that, we constructed a space-filling design for FICOS model runs around the posterior mode and used it to train a Gaussian process emulator for the (log) posterior density of the model parameters. We then integrated over this (approximate) parameter posterior to produce probabilistic predictions for algal biomass and chlorophyll a concentration under alternative nutrient load reduction scenarios. …”
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Harnessing Non-Antibiotic Strategies to Counter Multidrug-Resistant Clinical Pathogens with Special Reference to Antimicrobial Peptides and Their Coatings by Shyam Kumar Mishra, Tanzina Akter, Umme Laila Urmi, George Enninful, Manjulatha Sara, Jiawei Shen, Dittu Suresh, Liangjun Zheng, Elias Shiferaw Mekonen, Binod Rayamajhee, Francesco M. Labricciosa, Massimo Sartelli, Mark Willcox

“…These molecules have demonstrated effective activity against a broad range of pathogens, making them valuable candidates for integration into surface coatings to prevent device-associated infections. …”
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Multidisciplinary approach to functional somatic syndromes: study protocol for a population-based prospective cohort study by Hamidreza Roohafza, Harold Snieder, Fatemeh Hadizadeh, Peyman Adibi, Alireza Ani, Ahmad Vaez

“…The other aim is to develop a new delimitation of FSSs based on an integrated multidisciplinary approach comprising of phenotypic and multiomics data.Methods and analysis ISFUN is a population-based prospective cohort study designed to follow a population of randomly selected seemingly healthy adults (18–65 years) through annual visits during a 4-year observation period. …”
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Dog Bites and Rabies in the Eastern Region of Ghana in 2013–2015: A Call for a One-Health Approach by Boakye-Yiadom Adomako, Frank Baiden, Samuel Sackey, Donne Kofi Ameme, Fred Wurapa, Kofi Mensah Nyarko, Ernest Kenu, Edwin Afari

“…Rabies remains an important cause of preventable deaths in this region. An integrated approach to surveillance based on the One-Health concept needs to be adopted.…”
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Mental health literacy among older adults in Shanghai: a descriptive qualitative study by Rongjing Xu, Mingrui Jing, Aining Zhang, Liqi Zha, Yan Wang, Anni Wang, Jun Tang, Biyun Xia, Shoumei Jia

“…It calls for concerted efforts from individuals, families, and society to bolster mental health knowledge, challenge stigma, and encourage supportive behaviors. By integrating these approaches with the ‘Healthy China 2030’ policy, we aim to enhance mental health literacy for the aged.…”
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DLCDroid an android apps analysis framework to analyse the dynamically loaded code by Rati Bhan, Rajendra Pamula, K Susheel Kumar, Nand Kumar Jyotish, Prasun Chandra Tripathi, Parvez Faruki, Jyoti Gajrani

“…Furthermore, we enhance DLCDroid’s functionality by integrating it with an event-based trigger solution, making the framework more scalable and fully automated in its analysis process.…”
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Research on evaluation of basic railway safety management capability based on combination weighting – TOPSIS by Yankun Qi, Xiaoyu Li, Jinghui Liu, Hanqiu Li, Chen Yang

“…Game theory combination weighting is utilized to integrate subjective and objective weight values derived using AHP and CRITIC methods and further combined using the TOPSIS method in order to construct a comprehensive basic railway safety management capability evaluation model. …”
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Effect of precise health management combined with physical rehabilitation on bone biomarkers in senile osteoporosis patients by Litao Chen, Xiaojing Yan, Yongjian Liu, Yongbin Pei, Jin Zhou, Lei Zhang, Zhixing Du

“…Additionally, scores on the Osteoporosis Knowledge Scale, Osteoporosis Self-Efficacy Scale, bone mineral density (BMD), ALP levels, and calcium levels were significantly higher in the observation group compared to the control group (P < 0.05). The integration of precise health monitoring with tailored physical therapy shows substantial efficacy in reducing pain among elderly individuals suffering from osteoporosis. …”
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Novel inhibitors of the (VIBVN) NAT protein identified through pharmacophore modeling by Wei Wei, Xionghao Li, Ning Hou, Aowei Xie, Huicong Liang, Ting Gao, Xiaoli Jing, Liqin Li, Jiejie Hao, Ximing Xu

“…Therefore, our research aimed to identify potential hit compounds that target (VIBVN)NAT. We integrated multiple computational approaches to screen for effective inhibitors. …”
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Sexual and reproductive health and rights, HIV and migration in southern Africa: A rapid review by G Musuka, I Chingombe, E Moyo, T Chikava, B Moyo, M Mapingure, H Musuka, T Dzinamarira

“…Additionally, projects facilitated cross-border collaborations and policy integration, enhancing access to SRH-HIV services and migrant health rights. …”
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Predicting Traffic Accident Risk in Seoul Metropolitan City: A Dataset Construction Approach by Ji-Woong Yang, Hyeon-Jin Jung, Tae-Wook Kim, Han-Jin Lee, Ellen J. Hong

“…However, most existing research employs data without thoroughly analyzing its definitive correlation with traffic accidents, focusing solely on an overarching integration process or exclusively considering road conditions, while neglecting environmental factors surrounding the roads. …”
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Empowering Security Operation Center With Artificial Intelligence and Machine Learning&#x2014;A Systematic Literature Review by Mohamad Khayat, Ezedin Barka, Mohamed Adel Serhani, Farag Sallabi, Khaled Shuaib, Heba M. Khater

“…In addition, an in-depth reference architectural model, which is a blueprint for SOC integrating AI and ML into SOCs, is introduced. The proposed model provides a structured framework for implementation and offers insights into different SOC components and their interactions. …”
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Exploring the optimal reconstruction strategy for Enneking III defects in pelvis bone tumors: a finite element analysis by Jiazhuang Zhu, Jianping Hu, Kunpeng Zhu, Xiaolong Ma, Zhen Huang, Chunlin Zhang

“…However, clinical decisions should be individualized, integrating biomechanical insights with comprehensive patient-specific factors.…”
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Geological structure identification in geothermal manifestation of Lamongan Volcano Complex: A magnetic data analysis approach by Ulumuddin Faqih, Fajar Miftakhul Haris M., Warnana Dwa Desa, Rafi Muhammad Erfand Dzulfiqar, Rahayu K Helda usuma

“…To determine the depth of the magnetic anomaly, located Euler deconvolution was used. The integration of these three transformations on the magnetic data is sufficient to interpret the position, direction, and depth of subsurface structures in the research area. …”
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Recent advancement and design in supercapacitor hybrid electrode materials: Bridging the gap between energy and power density by Soumen Mandal, Arpit B. Mendhe, Hitesh M. Rakhade, Neha S. Barse, Mayna Roy, P. Rosaiah, Taejoon Park, Han-Seung Lee, Avinash C. Mendhe, Daewon Kim

“…Advances in material modifications such as the integration of nanomaterials are analyzed, with a focus on their ability to improve energy density and cycling stability. …”
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FBATCNet: A Temporal Convolutional Network With Frequency Band Attention for Decoding Motor Imagery EEG by Shuaishuai Ma, Jidong Lv, Wenjie Li, Yan Liu, Ling Zou, Yakang Dai

“…Subsequently, convolutional block further integrated frequency-domain features and extracted spatial features. …”
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A comprehensive review of massive transfusion and major hemorrhage protocols: origins, core principles and practical implementation by David Silveira Marinho, Denise Menezes Brunetta, Luciana Maria de Barros Carlos, Luany Elvira Mesquita Carvalho, Jessica Silva Miranda

“…Considering the wide application range of these tools (emergency departments, interventional radiology, operating rooms and military fields), it is essential to integrate all professionals involved with severe hemorrhage scenarios in the implementation of the aforementioned protocols, from conception to execution and management. …”
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A generative deep neural network for pan-digestive tract cancer survival analysis by Lekai Xu, Tianjun Lan, Yiqian Huang, Liansheng Wang, Junqi Lin, Xinpeng Song, Hui Tang, Haotian Cao, Hua Chai

“…The network optimization process involves employing an integrated loss function consisting of two modules: the generative-adversarial module facilitates spatial data distribution understanding for extracting high-quality information, while the clustering module aids in identifying disease subtypes. …”
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Predicting Axillary Metastasis of Breast Cancer Patients with MRI Relaxometry by Roxana Pintican, Radu Fechete, Delia Ioana Radutiu, Manuela Lenghel, Ioana Bene, Carolina Solomon, Cristiana Ciortea, Anca Ciurea

“…<b>Conclusions:</b> MRI relaxometry improves the detection of axillary metastases in breast cancer, particularly when integrated with clinical and pathological evaluations.…”
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Exploring Optimisation Pathways for Underground Space Quality Under the Synergy of Multidimensional Perception and Environmental Parameters by Tianning Yao, Liang Sun, Lin Geng, Yao Xu, Ziqi Xu, Kuntao Hu, Xing Chen, Pan Liao, Jin Wang

“…This study constructs a comprehensive decision-making framework for underground space environments by integrating human perception evaluations with physical environmental parameters. …”
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