Super-Resolution of Landsat-8 Land Surface Temperature Using Kolmogorov–Arnold Networks with PlanetScope Imagery and UAV Thermal Data by Mahdiyeh Fathi, Hossein Arefi, Reza Shah-Hosseini, Armin Moghimi

“…To address these challenges, this study presents a novel approach to generate LST_SR maps by integrating Low-Resolution Landsat-8 LST (LST_LR) with High-Resolution PlanetScope images (I_HR) and UAV-derived thermal imagery (T_HR) using the Kolmogorov–Arnold Network (KAN) model. The KAN efficiently integrates the strengths of splines and Multi-Layer Perceptrons (MLPs), providing a more effective solution for generating LST_SR. …”
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Signal peptidase SpsB coordinates staphylococcal cell cycle, surface protein septal trafficking, and LTA synthesis by Ran Zhang, Yaosheng Jia, Salvatore J. Scaffidi, Jesper J. Madsen, Wenqi Yu

“…Collectively, the data suggest a new dual-mechanism model mediated by SpsB: the abundant YSIRK+ proteins are efficiently processed by septal localized SpsB; SpsB cleaves LtaS at the septum, which spatially regulates LtaS activity contributing to YSIRK+ proteins septal trafficking. …”
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A Machine Learning Approach to Differentiate Cold and Hot Syndrome in Viral Pneumonia Integrating Traditional Chinese Medicine and Modern Medicine: Machine Learning Model Developme... by Xiaojie Jin, Yanru Wang, Jiarui Wang, Qian Gao, Yuhan Huang, Lingyu Shao, Jiali Zhao, Jintian Li, Ling Li, Zhiming Zhang, Shuyan Li, Yongqi Liu

“…The developed model offers a novel approach for differentiating cold and hot syndromes in viral pneumonia, enabling practitioners to identify the syndrome quickly and efficiently, thereby supporting more informed clinical decision-making. …”
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Association of extreme heat events with sleep and cardiovascular health: a scoping review by Nathan Ashe, Sarah Wozniak, Malcolm Conner, Rayan Ahmed, Olivia Keenan, Michelle R. Demetres, Nour Makarem, Parisa Tehranifar, Rajalakshmi Nandakumar, Arnab K. Ghosh

“…During EHEs, individuals slept for shorter periods of time and less efficiently, with greater degrees of HR variability in two of the three studies lasting at most 1–2 days; BP (both systolic and diastolic) significantly decreased during EHEs in two of the studies. …”
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Artificial neural network (ANN) approach in predicting the thermo-solutal transport rate from multiple heated chips within an enclosure filled with hybrid nanocoolant by Tawsif Mahmud, Jiaul Haque Saboj, Preetom Nag, Goutam Saha, Bijan K. Saha

“…This accuracy showcases a novel use of ANN to efficiently predict thermo-fluidic transport behaviors of hybrid nanofluids, offering a faster alternative to resource-intensive simulations. …”
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Preoperative prediction of the Lauren classification in gastric cancer using automated nnU-Net and radiomics: a multicenter study by Bo Cao, Jun Hu, Haige Li, Xuebing Liu, Chang Rong, Shuai Li, Xue He, Xiaomin Zheng, Kaicai Liu, Chuanbin Wang, Wei Guo, Xingwang Wu

“…Conclusions The nnU-Net model can efficiently and accurately achieve automatic segmentation of GCs. …”
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Developing and Integrating Digital Sources in an Accessible and Sustainable Online Platform for Adolescents and Young Adult Cancer Survivors: Collaborative Design Approach by Carla Vlooswijk, Sophia HE Sleeman, Jonas Pluis, Daphne Bakker, Lisanne de Groot, Eveliene Manten, Peter Heine, Olga Husson, Mies C van Eenbergen, Pieter Vandekerckhove

“…ConclusionsA collaborative design approach can be used to efficiently develop an online platform for adolescent and young adult cancer survivors. …”
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Transforming Medical Students from Passive to Active Learners: Introducing the Jigsaw Technique in Undergraduate Physiology Teaching by Suchet Trigotra, Ruby Sharma, Mandee P Kaur, Supriya Arora

“…Conclusion: Students in the present study expressed that working as a team in the JS technique enabled them to grasp topics more efficiently, facilitated deeper understanding through active peer discussions and fostered a sense of accomplishment. …”
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Effects of Legume–Grass Mixture Combinations and Planting Ratios on Forage Productivity and Nutritional Quality in Typical Sand-Fixing Vegetation Areas of the Mu Us Sandy Land by Yuqing Mi, Hongbin Xu, Lei Zhang, Ruihua Pan, Shengnan Zhang, Haiyan Gao, Haibing Wang, Chunying Wang

“…This mixed cropping system offers a theoretical foundation for efficiently establishing artificial pastures in the Mu Us Sandy Land, supporting regional pastoral industry development and desertification mitigation.…”
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Enrichment of electrotrophic microorganisms from contrasting shallow-sea hydrothermal environments in bioelectrochemical reactors by Antoine Carissimo, Victoria Comes, Alenica Heussner, Anne-Hélène Prime, Roy E. Price, Gaël Erauso, Pierre-Pol Liebgott, Sven Kerzenmacher, Guillaume Pillot

“…Most reactors produced organic acids (up to 2.9 mM in 6 days). Still, coulombic efficiencies indicated that this might have been due to the (electro) fermentation of traces of yeast extract in the medium rather than CO2 fixation. …”
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Investigation of the Impact of Soil Physicochemical Properties and Microbial Communities on the Successful Cultivation of Morchella in Greenhouses by Xinhai Liu, Bo Yin, Liqiang Meng, Xiaoyu Zhao, Jialong Wang, Rui Liu, Lina Hu, Xiangxiang Wang, Yu Liu, Yinpeng Ma

“…Consequently, the mycelium was unable to accumulate nutrients efficiently, leading to the inability of Morchella to fruit or resulting in developmental failures. …”
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Federated Analysis With Differential Privacy in Oncology Research: Longitudinal Observational Study Across Hospital Data Warehouses by Théo Ryffel, Perrine Créquit, Maëlle Baillet, Jason Paumier, Yasmine Marfoq, Olivier Girardot, Thierry Chanet, Ronan Sy, Louise Bayssat, Julien Mazières, Vincent Vuiblet, Julien Ancel, Maxime Dewolf, François Margraff, Camille Bachot, Jacek Chmiel

“…We have shown that DataSHIELD is a practical tool to efficiently conduct our study across all 3 centers without exposing data on a central node, once a sufficient setup has been established to configure a secure network between hospitals. …”
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Sistem Pengambilan Keputusan dalam Penentuan Kelas Jabatan Fungsional Umum (JFU) Pegawai Negeri Sipil (PNS) Menggunakan Metode Multi Rough Set dan Fuzzifikasi by Asri Yulianti

“…Abstract A Civil Servant in government agencies is required to have the competency or ability to be able to perform work effectively and efficiently in accordance with the field and scope of work. …”
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Fermentation quality, aerobic stability and in vitro gas production kinetics and digestibility in total mixed ration silage treated with lactic acid bacteria inoculants and antimic... by Siran Wang, Guanjun Zhang, Jie Zhao, Zhihao Dong, Junfeng Li, Tao Shao

“…Overall, SD is recommended as additive to improve fermentation quality, in vitro ruminal digestibility, and aerobic stability of TMR silage.HIGHLIGHTS After 14 days of aerobic exposure, the yeast and mould populations in TMR silage can be efficiently inhibited by sodium diacetate treatment. …”
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Production of Bacterial β-Galactosidase Using Wastes of Dairy Industry by Safaa Salah El-Din Taha, Osama Abd El-Hamid Ibrahim, Einas Hamed El-Shatoury, Amany Mohamed El-Deeb, Hayam Abd El-Naby Sayed

“…This suggests that a bacterial strain may not only have a capacity for enzyme production but also operates efficiently, representing a promising candidate for further studies and potential applications in the biotechnological processes.…”
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Maui: modular analytics of UAS imagery for specialty crop research by Kathleen Kanaley, Maylin J. Murdock, Tian Qiu, Ertai Liu, Schuyler E. Seyram, Dominik Starzmann, Lawrence B. Smart, Kaitlin M. Gold, Yu Jiang

“…Conclusion We present a modular framework to efficiently extract spectral data for specialty crops from UAS imagery. …”
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Early Digital Engagement Among Younger Children and the Transformation of Parenting in the Digital Age From an mHealth Perspective: Scoping Review by Nafisa Anjum, Md Mehedi Hasan, Nursat Jahan, Sheikh Iqbal Ahamed, Allison Garefino, Nazmus Sakib

“…ConclusionsThe findings of this study underline the need for an empathetic tool to help parents manage their children’s screen time efficiently. The development of a holistic mHealth app is presented that considers awareness, practical guidance, and personalized interventions to balance children’s digital device use. …”
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Seasonal Self-Purification Process of Nutrients Entering Coastal Water from Land-Based Sources in Tieshan Bay, China: Insights from Incubation Experiments by Fang Xu, Peng Zhang, Yingxian He, Huizi Long, Jibiao Zhang, Dongliang Lu, Chaoxing Ren

“…The differential self-purification efficiencies underscore the importance of calibrating pollution control strategies according to both anthropogenic discharge characteristics and regional hydrochemical resilience, which is of key importance for ensuring the traceability and control of land-based sources of pollution into the sea and the scientific utilization of the self-purification capacity of the bay water body.…”
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Comparing physician associates and foundation year two doctors-in-training undertaking emergency medicine consultations in England: a mixed-methods study of processes and outcomes by Simon de Lusignan, Mary Halter, Carly Wheeler, Laura Nice, Sally Brearley, James Ennis, Jonathan Gabe, Heather Gage, Phil Begg, Chao Wang, Jim Parle, Vari Drennan

“…Patients were positive about the care they had received from a physician associate, but had poor understanding of the role.Conclusions Physician associates in emergency departments in England treated patients with a range of conditions safely, and at a similar level to foundation year two doctors-in-training, providing clinical operational efficiencies.…”
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Identifying the opportunities and barriers: a cross-sectional review of the health development coordination mechanisms in the World Health Organization African Region by Abdulmumini Usman, Olushayo Oluseun Olu, Mohamed Kakay, Ndoungou Salla Ba, Patrick Kabore, Hyelni Kulausa, Emmanuel Chanda, Alex Gasasira, Joseph Cabore

“…In many cases, mechanisms remain fragmented, coordination platforms often operate in isolation, and resources are not always used efficiently. In certain settings, current cooperation models may hinder the long-term sustainability of progress, and there is a need to foster greater synergy among the actors involved. …”
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