Deep Learning Strategy for UAV-Based Multi-Class Damage Detection on Railway Bridges Using U-Net with Different Loss Functions by Yong-Hyoun Na, Doo-Kie Kim

“…Future research will focus on extending the detection capabilities to additional damage types such as efflorescence and corrosion, aiming to ultimately replace manual visual inspections of railway bridge surfaces with deep-learning-based methods.…”
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Forensic Characterization of Gel Pen Inks with Thin Layer Chromatography and Ultraviolet Spectroscopy Technique by Harjot Kaur, Tina Sharma, Archana Gautam, Vaibhav Mishra

“…Materials and Methods: To characterize the compositions of thirty gel pen ink samples, Thin Layer Chromatography and UV-visible spectroscopy were applied. …”
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MINIMIZATION OF RISK OF THE ERRONEOUS DECISION IN THE ASSESSMENT OF THE IMPORTANCE OF STATISTICAL RELATIONS OF TECHNICAL AND ECONOMIC INDICATORS OF THE OBJECTS OF ELECTRIC POWER SY... by E. M. Farhadzadeh, A. Z. Muradaliyev, Yu. Z. Farzaliyev, T. K. Rafiyeva, S. A. Abdullayeva

“…The difficulty in solving this problem is associated with the lack of appropriate methods to reduce the risk of erroneous decisions. …”
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Comparative effectiveness of a multimodal intervention package on surface cleaning and disinfection in Brazilian neonatal intensive care units by Maria Heloisa do Nascimento Silva, Caroline Lopes Ciofi-Silva, Verusca Soares de Souza, Daniel de Macêdo Rocha, Alvaro Francisco Lopes de Sousa, Alvaro Francisco Lopes de Sousa, Adriana M. S. Felix, Aires Garcia dos Santos Júnior

“…However, the public institution had higher work performance scores than the private one.ConclusionThe study highlights that the rigorous implementation of intervention packages for cleaning in NICUs, even though they are different, still showed similar results in terms of effectiveness for all the methods used, except visual inspection. This study showed that even though the employees had various levels of work performance, there was still a similar effect on the outcome of the intervention package.…”
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Identifying and prioritizing the Factors Affecting Drug Addiction to Drug Addiction Centers in Sistan and Baluchistan Province by Ali Reza Moradi, Hadi Nouri

“…It has been made and referred to the documents. The sampling method, and the sampling method, were also targeted clusters. …”
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Text‐to‐Haptics: Enhancing Multisensory Storytelling through Emotionally Congruent Midair Haptics by Maciej Stroinski, Kamil Kwarciak, Mateusz Kowalewski, Daria Hemmerling, William Frier, Orestis Georgiou

“…In light of this, this article presents a scalable and intelligent hybrid artificial intelligence (AI) method that uses emotional text analysis for deciding when and what midair haptics to display alongside audiovisual content generated by latent stable diffusion methods. …”
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A Study on Distributed Multi-Sensor Fusion for Nonlinear Systems Under Non-Overlapping Fields of View by Liu Wang, Yang Zhou, Wenjia Li, Lijuan Shi, Jian Zhao, Haiyan Wang

“…Simulation results confirm the proposed method’s robustness and accuracy, demonstrating a lower error rate compared to other benchmark algorithms.…”
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THE USE OF SILICONE KEY AND METER CONVERGENCE ANGLE OF THE TOOTH TO CONTROL THE ACCURACY OF THE TOOTH PREPARATION FOR METAL-CERAMIC CROWNS by He Zhiqiang, Qin Lingfeng

“…In addition to the above, we suggest using the method developed by us gauges convergence angle of the tooth. …”
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Time-Shifted Maps for Industrial Data Analysis: Monitoring Production Processes and Predicting Undesirable Situations by Tomasz Blachowicz, Sara Bysko, Szymon Bysko, Alina Domanowska, Jacek Wylezek, Zbigniew Sokol

“…This paper introduces time-shifted maps (TSMs) as a novel method for analyzing industrial data—an approach that is not yet widely adopted in the field. …”
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Comparison of Early Treatment Outcomes for Large Macular Hole Using Various Surgical Techniques by D. V. Petrachkov, L. Alkharki, A. G. Matyushchenko, V. M. Filippov, F. K. Dudieva

“…The data obtained demonstrate the peculiarities of using the inverted ILM flap and ACP methods in comparison with the traditional method of MH closure with a gas-air mixture.…”
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Penguatan Pendidikan Kesetaraan Gender untuk Pemberdayaan Santri di Pondok Pesantren Hasyim Asy’ari Jepara by Kaysa Adinda Rizkiyani, Fathur Rohman

“…The results showed that the reinforcement of gender equality education was carried out by implementing an inclusive curriculum and participatory learning methods, thus providing equal opportunities for male and female santri. …”
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Minimal Clinically Important Differences With the Outcomes of the App-Based Japanese Allergic Conjunctival Diseases Quality of Life Questionnaire: Cross-Sectional Observational Stu... by Ken Nagino, Jaemyoung Sung, Akie Midorikawa-Inomata, Yasutsugu Akasaki, Takeya Adachi, Nobuyuki Ebihara, Ken Fukuda, Atsuki Fukushima, Kenta Fujio, Yuichi Okumura, Atsuko Eguchi, Keiichi Fujimoto, Hurramhon Shokirova, Alan Yee, Yuki Morooka, Tianxiang Huang, Kunihiko Hirosawa, Shintaro Nakao, Hiroyuki Kobayashi, Takenori Inomata

“…In the distribution-based method, MCIDs were calculated using half the SD and SE of the JACQLQ Domain II scores. …”
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Cross-Modal Compositional Learning for Multilabel Remote Sensing Image Classification by Jie Guo, Shuchang Jiao, Hao Sun, Bin Song, Yuhao Chi

“…However, most existing methods struggle to effectively integrate visual features of images and high-level semantic information of labels, which limits their ability to obtain fine-grained image features with rich semantic information for classification. …”
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Application of Novel Drugs for Corneal Cell Regeneration by Sang Beom Han, Yu-Chi Liu, Karim Mohamed-Noriega, Jodhbir S. Mehta

“…Corneal transplantation has been the only treatment method for corneal blindness, which is the major cause of reversible blindness. …”
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The Fusion of Multi-Focus Images Based on the Complex Shearlet Features-Motivated Generative Adversarial Network by Lei Wang, ZhouQi Liu, Jin Huang, Cong Liu, LongBo Zhang, ChunXiang Liu

“…Finally, several experiments are implemented and the results prove that the proposed method outperforms the popularly used fusion algorithms in terms of four typical objective metrics and the comparison of visual appearance.…”
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An Internet-of-Things-Integrated Deep Learning Model for Fault Diagnosis in Industrial Rotating Machines by Tuan M. Le, Hieu M. Tran, Ke Wang, Hung V. Pham, Son V. T. Dao

“…A mobile application provides an intuitive platform for visualizing and interacting with fault data. Moreover, several machine learning (ML) models are also utilized for comparison with the proposed method such as Random Forest (RF), Multilayer Perceptron (MLP), and Xtreme Gradient Boosting (XGBoost). …”
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Paediatric pharmacovigilance: use of pharmacovigilance data mining algorithms for signal detection in a safety dataset of a paediatric clinical study conducted in seven African cou... by Dan K Kajungu, Annette Erhart, Ambrose Otau Talisuna, Quique Bassat, Corine Karema, Carolyn Nabasumba, Michael Nambozi, Halidou Tinto, Peter Kremsner, Martin Meremikwu, Umberto D'Alessandro, Niko Speybroeck

“…The ranking of some drug-adverse reaction pairs on the basis of their signal index differed between the two methods.<h4>Conclusions</h4>Our two data mining methods were equally able to generate suspected signals using the pooled safety data from a phase IIIb/IV clinical trial. …”
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The impact of acute post-extraction oroantral communications surgical treatment on patients' quality of life in early post-operative period by I. M. Got', I. S. Sorokivskyi, Yu. O. Medvid

“…The research objective is to study the impact of plastic surgery different methods of acute post-extraction oroantral communications treatment on patients' quality of life in early post-operative period. …”
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Exploring effective video-review strategies of patient encounters for medical students: precepted review versus peer discussion by Kye-Yeung Park, Ye Ji Kang, Hoon-Ki Park, Hwan-Sik Hwang

“…We aimed to implement videorecording-based remediation of standardized patient encounters among medical students, combined with preceptor one-on-one feedback or peer group discussion, and evaluate the effectiveness of the two remediation methods using objective structured clinical examination (OSCE).Methods Following standardized patient encounters, 107 final-year medical students were divided into two groups based on different remediation methods of video review: (1) precepted video review with preceptor feedback (N = 55) and (2) private video review and subsequent peer group discussion under supervision (N = 52). …”
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High-Intensity Focused Ultrasound Versus Airflow® in Debriding Ti-Attached S. mutans Biofilms by Minh Dien Tran, Sheetal Maria Rajan, Hien Ngo, Amr Fawzy

“…Conclusion and clinical relevance: Our findings indicate that both novel HIFU and traditional Airflow® methods were equally effective in removing the S. mutans biofilms from titanium disc surfaces. …”
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