Mask-Guided Spatial–Spectral MLP Network for High-Resolution Hyperspectral Image Reconstruction by Xian-Hua Han, Jian Wang, Yen-Wei Chen

“…To enhance the information flow between MLP blocks, we introduce a multi-level fusion module and apply reconstruction heads to different MLP features for deeper supervision. Additionally, we combine the projection loss from compressive measurements with reconstruction loss to create a dual-domain loss, ensuring consistent optical detection during HS reconstruction. …”
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Hardware and program system for determination of authenticity of medicines by nuclear quadrupole resonance method by R. R. Khusnutdinov

“…Study the possibility of using a laboratory nuclear magnetic resonance console as a device for detecting counterfeit medicines. The problem of detecting counterfeit and counterfeit medicines is now very acute. …”
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EBV mononucleosis in children in modern conditions by J. K. Hakizimana, V. N. Timchenko, M. A. Shakmaeva, T. A. Kaplina, M. D. Subbotina, S. L. Bannova, A. V. Fedorova, V. F. Sukhovetskaya, E. B. Pavlova, N. V. Pavlova

“…EBV-mononucleosis is a widespread infectious disease, and also it is an urgent problem of the whole world. The purpose of the research was to study the clinical and laboratory features of EBV-mononucleosis in hospitalized children of different ages in modern conditions. …”
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CT Appearance of Hepatocellular Carcinoma after Locoregional Treatments: A Comprehensive Review by Daniel Marin, Salvatore Cappabianca, Nicola Serra, Assunta Sica, Francesco Lassandro, Roberto D’Angelo, Michelearcangelo La Porta, Francesco Fiore, Francesco Somma

“…Hepatocellular carcinoma (HCC) is a major health problem worldwide, affecting more than 600,000 new patients per year. …”
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A method based on clustering fast search for bearing performance degradation assessment by ShengWen Zhou, Li Zhang, Xiaoming Yang, Fan Xu, BaiGang Du, RuiPing Luo, Wenhui Zeng

“…Abstract To address the problem of relying on manual experience to determine the number of cluster centers, this paper introduces an approach for evaluating the performance degradation of rolling bearings using the clustering by fast search (CFS) algorithm. …”
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Recent Developments in the Use of Covalent Organic Frameworks for Photocatalytic Water Decontamination by Víctor Cepa-López, Miguel Sánchez-Fuente, Alicia Moya, Rubén Mas-Ballesté

“…Water pollution by persistent organic and inorganic contaminants constitutes a significant problem for ecosystems and public health. Organic substances such as dyes, pharmaceutical residues, pesticides, and phenolic compounds are increasingly detected in water due to industrial and agricultural activities. …”
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A Resilient Deep Learning Approach for State Estimation in Distribution Grids With Distributed Generation by Ronald Kfouri, Harag Margossian

“…Results demonstrate that our method efficiently solves the DSSE problem—which cannot be solved using conventional methods—and detects and mitigates bad data, further enhancing the reliability of the state estimation results.…”
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The prospect of using liquid biopsy in diagnosis and treatment strategy in patients with carcinomas of unknown primary by I. B. Kononenko, M. G. Filippova, A. V. Snegovoy, S. L. Gutorov

“…In order to assess the current state of the problem, a search and analysis of relevant data of the scientific databases PubMed, Medline, RISC was carried out.Results. …”
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A Development Model for Identifying the Uncertainty Sources and Their Impacts on Bridge Construction Projects by Kayvan Mohammadi Atashgah, Rouzbeh Ghousi, Armin Monir Abbasi, Abbasali Tayefi Nasrabadi

“…The analytic hierarchy process (AHP), on the other hand, is a computer technique that solves a complicated problem by breaking it down into numerous basic problems. …”
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Mucocutaneous lesions in renal transplant recipients in Erbil City by Intiha Mohammed Redha, Israa Mohammedamin Qader

“…A thorough examination was performed by a dermatologist to detect and describe the lesions, then a diagnosis was based on the clinical and morphological features. …”
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Combating modern methods of legalisation (laundering) of the funds obtained by criminal means with the use of cryptocurrency by V. Р. Yatsenko, V. S. Bushyn

“…The problems of combating corruption have not lost their relevance over the years. …”
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One-Bit Spectrum Sensing Peculiarities by M. V. Buhaiov

“…The problem of using such ADC is the deterioration of the signal-to-noise ratio (SNR) and the occurrence of spurious spectral components at its’ medium and high values. …”
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Algorithm for the analysis of kinematic characteristics of running by N. S. Davydova, V. Е. Vasiuk, N. A. Paramonova, М. М. Mezhennaya, D. I. Guseinov

“…Biomechanics of motor actions solves the problems of analysis of external motor events - kinematic and dynamic movement parameters. …”
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Klasifikasi Citra Sampah Menggunakan Support Vector Machine dengan Ekstraksi Fitur Gray Level Co-Occurrence Matrix dan Color Moments by Iffa Zainan Nisa, Sukmawati Nur Endah, Priyo Sidik Sasongko, Retno Kusumaningrum, Khadijah Khadijah, Rismiyati Rismiyati

“…Abstract Waste is one of the global problems faced by the whole world, including Indonesia. …”
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PHONETIC REHABILITATION FOR REMOVABLE DENTAL PROSTHETICS by M. Nidzelsky, V. Chikor, N. Tsvetkova

“…Its use is always aimed at solving three problems: restoration of chewing; restoration of pronunciation of sounds; restoration of aesthetic norms of a person. …”
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Endometrial morphology in women of reproductive age with PCOS by E. M. Sharifulin, L. M. Lazareva, O. V. Kanya, A. A. Stefanenkova, D. V. Belykh, L. V. Suturina

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Cotton Weed-YOLO: A Lightweight and Highly Accurate Cotton Weed Identification Model for Precision Agriculture by Jinghuan Hu, He Gong, Shijun Li, Ye Mu, Ying Guo, Yu Sun, Tianli Hu, Yu Bao

“…In this paper, a novel weed recognition model, Cotton Weed-YOLO, is proposed to improve the accuracy and efficiency of weed detection. CW-YOLO is based on YOLOv8 and introduces a dual-branch structure combining a Vision Transformer and a Convolutional Neural Network to address the problems of the small receptive field of the CNN and the high computational complexity of the transformer. …”
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From lab to field with machine learning – Bridging the gap for movement analysis in real-world environments: A commentary by Carlo Dindorf, Fabian Horst, Djordje Slijepčević, Bernhard Dumphart, Jonas Dully, Matthias Zeppelzauer, Brian Horsak, Michael Fröhlich

“…Additionally, model validation remains a critical problem, as many studies fail to validate their models on diverse datasets, often relying on limited data from a single laboratory. …”
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Extraction Method of Coronary Artery Blood Vessel Centerline in CT Coronary Angiography by Xiaodong Sheng, Tao Fan, Xiaoqi Jin, Jing Jin, Zhixian Chen, Guanqun Zheng, Min Lu, Zongcheng Zhu

“…Finally, the pseudo vascular centerline is removed using the vascular topology feature detection method. The experimental results show that the method can accurately extract the blood vessel center line, direction vector and other information in the coronary angiography image without manual intervention, and can be used in the computer-assisted diagnosis and treatment process of clinical cardiovascular disease.…”
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Noise Robust Underwater Fishing Net Recognition Based on Range Gated Imaging by Zhensong Xu, Xinwei Wang, Liang Sun, Bo Song, Yue Zhang, Pingshun Lei, Jianan Chen, Jun He, Yan Zhou, Yuliang Liu

“…The proposed SFNR-Net introduces an auxiliary semantic segmentation module (ASSM) to introduce extra semantic information and enhance feature representation under noisy conditions. Besides, to address the problem of unbalanced training data, we employ semantic regulated cycle-consistent generative adversarial network (CycleGAN) as a data augmentation approach. …”
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