Multiple deep learning models based on MRI images in discriminating glioblastoma from solitary brain metastases: a multicentre study by Chao Kong, Ding Yan, Kai Liu, Yong Yin, Changsheng Ma

“…Conclusions A combination of multi-sequence MR images and a deep learning model can efficiently identify glioblastoma and solitary brain metastases preoperatively, and the deep learning model 3D ResNet-18 has the highest efficacy in identifying the two types of tumours.…”
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Characteristics and mechanism of malachite green decolorization by Enterobacter sp. CV-b by LI Gang, DU Linna, XU Fangcheng, WANG Yang, PAN Xiu

“…., Pseudomonas sp. and Arthrobacter sp. have been reported to have potential ability for biodegradation of MG. The degradation behavior was distinctly affected by culture condition and environmental factors.In this study, a bacterial strain named as Enterobacter sp. …”
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Multi-scale target intelligent detection method for coal, foreign object and early damage of conveyor belt surface under low illumination and dust fog by Hongwei FAN, Jinpeng LIU, Xiangang CAO, Chao ZHANG, Xuhui ZHANG, Man LI, Hongwei MA, Qinghua MAO

“…Finally, a lightweight and efficient channel attention mechanism is introduced into the backbone network and feature fusion network to improve channel utilization and early damage detection accuracy. …”
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Simplifying SARS-CoV-2 wastewater-based surveillance using an automated FDA EUA assay by Shivaprasad H. Sathyanarayana, Ashlee A. Robins, Diana M. Toledo, Torrey L. Gallagher, Gregory J. Tsongalis, Jacqueline A. Hubbard, Joel A. Lefferts, Isabella W. Martin

“…SARS-CoV-2 detection in wastewater using an FDA EUA assay on an automated commercial testing platform performed comparably but with more efficient workflow when compared to two LDTs. This sample-to-answer automated method could save time and labor for surveillance testing, but further validation of its ability to quantitate SARS-CoV-2 viral RNA is necessary.IMPORTANCEThis proof-of-principle study evaluates an off-label use of an automated United States Food and Drug Administration (FDA) Emergency Use Authorization (EUA) severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) human diagnostic assay for wastewater surveillance. …”
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Replace government healthcare with patient-controlled health care by Deane Waldman

“…The article emphasises that state-run healthcare systems create a conflict between efficient use of financial resources and effective provision of medical care. …”
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Orthodontic Ceramic Bracket Removal Using Lasers: A Systematic Review by Mateusz Michalak, Sylwia Kiryk, Agnieszka Kotela, Kamila Wiśniewska, Jan Kiryk, Jacek Zbigniew Zborowski, Jacek Matys, Maciej Dobrzyński

“…However, variations in laser settings, study methodologies, and the predominance of in vitro studies limit the ability to establish standardized clinical guidelines. …”
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The perception of facilitators and barriers to the use of e-health solutions in Poland: a qualitative study by Paulina Smoła, Iwona Młoźniak, Monika Wojcieszko, Urszula Zwierczyk, Mateusz Kobryn, Elżbieta Rzepecka, Mariusz Duplaga

“…However, a lack of adequate technical skills remains one of the major obstacles to efficiently utilizing e-health’s potential.…”
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Research Progress on Spectroscopic Analysis of Key Elements in Reprocessing of Spent Nuclear Fuel by Yan-lin WANG, Yu-ning YANG, Tao-xiang SUN

“…Raman spectroscopy structure analysis ability can be non-destructive in situ monitoring, but its signal-to-noise ratio is relatively low. …”
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Human placental mesenchymal stem cells ameliorates premature ovarian insufficiency via modulating gut microbiota and suppressing the inflammation in rats. by Shudan Liu, Ting Wang, Yuanyuan Liu, Yiwei Li, Junbai Ma, Qikuan Hu, Hao Wang, Xiaoxia Zhang

“…Mesenchymal stem cells with multidirectional differentiation ability were isolated from human placenta tissue and a culture system of human PMSCs was constructed for this study. …”
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Bamboo stem ash as a sustainable cement replacement in lightweight foam mortar enhancing mechanical thermal and microstructural properties. by Mydin, Md Azree Othuman, Azman, Nurul Zahirah Noor, Awoyera, Paul O., Özkılıç, Yasin Onuralp, Fadugba, Olaolu George, Abdullah, Mohd Mustafa Al Bakri, Omar, Roshartini, Datta, Shuvo Dip

“…These results show that BSA can be a green and practical substitute for OPC in lightweight building applications, especially for prefabricated panels, insulation layers, and non-load-bearing walls. Its ability to enhance mechanical strength while reducing thermal conductivity makes it a promising material for energy-efficient and sustainable building solutions.…”
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A novel Liesegang-patterned mineralized hydrogel drives bone regeneration with microstructure control by Yun Wang, Chao Fang, Li-Bo Mao, Yan-Hui-Zhi Feng, Yu-Feng Meng, Hai-Cheng Wang, Shu-Hong Yu, Zuo-Lin Wang

“…In vivo experiments further demonstrate its ability to significantly promote bone regeneration, with newly formed bone closely replicating the hydrogel's architecture. …”
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Evolution law of pore characteristics in microwave-assisted acidification induced fracturing shale based on low field nuclear magnetic resonance technology by He LI, Jiaxiang LIU, Baiquan LIN, Shiliang SHI, Wei YANG, Yi LU, Jiexin LU, Meng LIU

“…Microwave heating has the ability of fracturing shale and gas desorption, but there are defects such as low penetration depth, local overheating, and fracture closure; acidizing has the advantages of efficiently unblocking shale pore space and greatly increasing permeability, but it is difficult for acid to enter microfissures, and it is too dependent on the initial degree of shale pore space development. …”
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Small molecules direct the generation of ameloblast-like cells from human embryonic stem cells by Ximei Zhu, YiMeng Zhao, Xiaofan Bai, Qiannan Dong, Chunli Tian, Ruilin Sun, Congjuan Yan, Jianping Ruan, Zhongbo Liu, Jianghong Gao

“…Results The application of RA facilitated the efficient generation of NNE within a six-day period. …”
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Modelling height to crown base using non-parametric methods for mixed forests in China by Zeyu Zhou, Huiru Zhang, Ram P. Sharma, Xiaohong Zhang, Linyan Feng, Manyi Du, Lianjin Zhang, Huanying Feng, Xuefan Hu, Yang Yu

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Framework nucleic acid-based linear amplification platform for sensitive detection of bladder cancer-related miRNAs by MAO Chenzhou, ZHANG Ruiyun, CHEN Haige, YIN Fangfei, ZUO Xiaolei

“…Five bladder cancer-related miRNAs were selected to construct standard curves for quantitative detection.Results·The efficient synthesis of tetrahedral monomer and dimer structures was verified by AFM. …”
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Integration of very high-resolution stereo satellite images and airborne or satellite Lidar for Eucalyptus canopy height estimation by Manizheh Rajab Pourrahmati, Nicolas Baghdadi, Henrique Ferraco Scolforo, Clayton Alcarde Alvares, Jose Luiz Stape, Ibrahim Fayad, Guerric le Maire

“…Eucalyptus plantations cover extensive areas in tropical regions and require accurate growth monitoring for efficient management. Traditional in-situ measurements, while necessary, are labor-intensive and impractical for large-scale assessments. …”
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A novel framework for esophageal cancer grading: combining CT imaging, radiomics, reproducibility, and deep learning insights by Muna Alsallal, Hanan Hassan Ahmed, Radhwan Abdul Kareem, Anupam Yadav, Subbulakshmi Ganesan, Aman Shankhyan, Sofia Gupta, Kamal Kant Joshi, Hayder Naji Sameer, Ahmed Yaseen, Zainab H. Athab, Mohaned Adil, Bagher Farhood

“…The study used two deep learning models—DenseNet121 and EfficientNet-B0—enhanced with attention mechanisms to improve accuracy. …”
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Molecularly Imprinted Ratiometric Fluorescent Sensors for Analysis of Pharmaceuticals and Biomarkers by Jingyi Yan, Siwu Liu, Dani Sun, Siyuan Peng, Yongfei Ming, Abbas Ostovan, Zhihua Song, Jinmao You, Jinhua Li, Huaying Fan

“…Currently, analyzing pharmaceuticals and biomarkers is crucial for ensuring medication safety and protecting life and health, and there is an urgent need to develop new and efficient analytical techniques in view of the limitations of traditional analytical methods. …”
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The application of deep learning in early enamel demineralization detection by Ketai He, Rongxiu Zhang, Muchun Liang, Keyue Tian, Kaihui Luo, Ruoshi Chen, Jianpeng Ren, Jiajun Wang, Juan Li

“…Conclusion Deep learning can accurately segment tooth surfaces and lesion contours, enhancing the precision, accuracy, and efficiency of enamel demineralization diagnosis and area delineation.…”
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Reconfigurable Soft Actuators Constructed via Layer‐by‐layer Assembly by Qing Chen, Loghman Jamilpanah, Tina Künniger, Roman Furrer, Qun Song, Kai Zhang, Andrei Chumakov, Constantin Harder, Yusuf Bulut, Peter Müller‐Buschbaum, Stephan V. Roth, Artur Braun

“…Importantly, the whole actuator can be healed with the aid of a sequential heating‐humidifying–drying treatment, achieving excellent healing efficiency in both mechanical strength (72%) and actuating strength (95%). …”
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