Hybrid deep learning framework based on EfficientViT for classification of gastrointestinal diseases by Vishesh Tanwar, Bhisham Sharma, Dhirendra Prasad Yadav, Abolfazl Mehbodniya

“…Abstract GI diseases are one of the leading causes of morbidity and mortality worldwide, and early and accurate diagnosis is considered to be very important. Traditional methods like endoscopy take time and depend majorly on the judgment of the physician. …”
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Prevalence of mental disorders among students and contemporary approaches to their prevention by Yuliya A. Chaika, Maksim L. Baranov

“…Digital technologies and interdisciplinary approaches demonstrate certain potential but require further development and optimization to enhance the effectiveness of prevention, early detection, and treatment.…”
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Design of mTCN framework for disaster prediction a fusion of massive machine type communications and temporal convolutional networks by M. Umadevi, J. Arun Kumar, S. Vishnu Priyan, C. Vivek

“…Abstract Natural disasters such as floods, tsunamis, and earthquakes significantly impact lives and infrastructure, highlighting the urgent need for accurate and real-time prediction systems. Current methods often suffer from limitations in scalability, privacy, and real-time data integration, particularly in large-scale disaster scenarios. …”
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Diagnosis and treatment of postoperative voice complications following anterior cervical discectomy and fusion: a systematic review by Geena Jung, Jorden Xavier, Shaun Wu, Rachel Schwartz, Rachel Kominsky, Mitchell S. Fourman

“…Involvement of otolaryngologists may help prevent these complications or allow for early detection and management, underscoring the importance of multidisciplinary care in optimizing surgical outcomes.…”
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ESfix: An Embedded Program Repair Tool for Effective Removal of Concurrency Defects by Jingwen Zhao, Yanxia Wu, Yan Fu, Shuyong Liu

“…To overcome the limitations of the existing methods and help developers reduce the time and effort spent on fixing software defects, this paper proposes ESfix, a defect fixing technique applied to embedded software. …”
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Enhancing the Distinguishability of Minor Fluctuations in Time Series Classification Using Graph Representation: The MFSI-TSC Framework by He Nai, Chunlei Zhang, Xianjun Hu

“…Compared with ten benchmark methods, MFSI-TSC exhibits both high accuracy and computational efficiency, making it more suitable for deployment in sensor systems to complete incipient fault detection tasks.…”
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Evaluation of Xpert^® Carba-R Assay Performance from FecalSwab™ Samples by Nicla Giovacchini, Chiara Chilleri, Ilaria Baccani, Eleonora Riccobono, Gian Maria Rossolini, Alberto Antonelli

“…<b>Conclusions</b>: This study supports single sampling with the FecalSwab™ medium for both molecular and cultural methods, for the potential optimization of CPE screening.…”
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High Sensitivity SERS Substrate with Femtosecond Laser-Printed Nanohole Arrays by Yunfang Zhang, Dejun Liu, Han Liu, Yubin Deng, Zhiyong Bai, Changrui Liao, Yiping Wang, Ying Wang

“…This article presents a novel method for fabricating repeatable and uniform surface-enhanced Raman scattering (SERS) substrates. …”
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Early Study on Visible (Vis) and Short-Wave Infrared (SWIR) Spectroscopy for Assessing Water Content in Olive Fruits: Towards Sustainable Land and Agricultural Practices by Giuseppe Bonifazi, Riccardo Gasbarrone, Davide Gattabria, Eugenio Lendaro, Luciana Mosca, Roberto Mattioli, Silvia Serranti

“…The obtained results indicate that portable Vis-SWIR spectrophotometers provide a rapid and efficient alternative to conventional drying and weighing methods, facilitating early detection of olive fruit quality. …”
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Effect of microwave-ultrasonic synergistic aging technique on volatile flavor components of wine by SHAO Junfeng, SHAO Zhiming, DAI Yangjun

“…In order to explore the efficient and appropriate aging method for wine, the effect of microwave-ultrasonic synergistic aging treatment on volatile flavor compounds of wine was investigated. …”
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A Finite Element Approach to the Upper-Bound Bearing Capacity of Shallow Foundations Using Zero-Thickness Interfaces by Yu-Lin Lee, Yu-Tang Huang, Chi-Min Lee, Tseng-Hsing Hsu, Ming-Long Zhu

“…In contrast to optimization-based methods such as discontinuity layout optimization (DLO) or traditional finite element limit analysis (FELA), the proposed approach uses predefined failure mechanisms to improve computational transparency and efficiency. …”
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Maize Leaf Area Index Estimation Based on Machine Learning Algorithm and Computer Vision by Wanna Fu, Zhen Chen, Qian Cheng, Yafeng Li, Weiguang Zhai, Fan Ding, Xiaohui Kuang, Deshan Chen, Fuyi Duan

“…Traditional LAI measurement methods are often destructive and labor-intensive, while techniques relying solely on spectral data suffer from limitations such as spectral saturation. …”
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Management of Cerebral Cavernous Malformations: From Diagnosis to Treatment by Nikolaos Mouchtouris, Nohra Chalouhi, Ameet Chitale, Robert M. Starke, Stavropoula I. Tjoumakaris, Robert H. Rosenwasser, Pascal M. Jabbour

“…The clinical presentation and the location of the lesion are the most important factors involved in determining the optimal course of treatment of cavernomas. We concisely review the literature and discuss the advantages and limitations of each of the three available methods of treatment—microsurgical resection, stereotactic radiosurgery, and conservative management—depending on the lesion characteristics.…”
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Automated analysis and textual summarization of time-varying references in advanced greenhouse climate control by Ramesh Arvind Naagarajan, Kiran Kumar Sathyanarayanan, Nadja Bauer, Stefan Streif, Stefan Streif

“…The system segments time-series data using the change point detection method to identify significant changes. The identified trend information is converted into detailed textual descriptions using the natural language generation technique. …”
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Robust Fault Classification in Permanent Magnet Synchronous Machines Under Dynamic and Noisy Conditions by Mikal Laursen, Van-Van Huynh, Duy-Hung Ha, Mahmoud S. Mahmoud, van Khang Huynh

“…A hybrid feature extraction method is adopted to balance the computational burden and classification accuracy. …”
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The Influence of Molecular Structure Modifications on Vibrational Properties of Some Beta Blockers: A Combined Raman and DFT Study by A. Farcaș, C. Iacoviță, E. Vințeler, V. Chiș, R. Știufiuc, C. M. Lucaciu

“…The density functional theory (DFT) approach, using the B3LYP method at the 6-311+G(d,p) level of theory, has been employed for geometry optimization and vibration bands assignments. …”
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Highly Sensitive Dissolved Oxygen Sensor with High Stability in Seawater Based on Silica-Encapsulated Platinum(II) Porphyrin by Hang Lv, Siyuan Cheng, Song Hu, Guohong Zhou

“…By optimizing the concentrations of TMAH and PtOEP, a highly sensitive oxygen-sensing film with a quenching ratio (I₀/I₁₀₀) of 28 was ultimately developed, with a wide linear detection range (0~20 mg/L, R² = 0.994). …”
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UV activated persulfate-sulfite for degradation of tribromophenol by YANG Bo, XU Miaoling, CHEN Huihuang, YANG Mengting

“…This study provides a new degradation method and technical ideas for the deep removal of typical halogenated new pollutants.…”
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DAG-based swarm learning: A secure asynchronous learning framework for Internet of Vehicles by Xiaoge Huang, Hongbo Yin, Qianbin Chen, Yu Zeng, Jianfeng Yao

“…Moreover, to enhance the anti-attack property of the DSL algorithm, a malicious attack detection method is adopted, which could recognize malicious vehicles by the site confirmation rate. …”
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Qualitative Analysis of Valeriana officinalis leaf by Thin-Layer Chromatography by A. Yu. Fisiuk, O. V. Mushkina, N. S. Golyak, O. A. Yorshyk

“…The method of thin-layer chromatography on plates with a layer of silica gel (Sorbfil PTX-AF-A) was used to detect flavonoids and phenolic carboxylic acids. …”
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