A flare removal network for night vision perception: Resistant to the interference of complex light by Yan Liu, Guan Huang, Wenting Qi, Yujie Li

“…Extensive experimental results demonstrate that the proposed method is superior to the existing related methods in the various complex night vision scenes. …”
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Efficacy of local injection therapy versus wrist splinting in moderate idiopathic carpal tunnel syndrome: the results of a randomized clinical trial by D. A. Grozova, N. A. Suponeva, D. A. Grishina, A. O. Chechotkin, A. V. Mansurova, E. V. Gnedovskaya, A. O. Gushcha

“…The choice of the preferred conservative treatment method is still relevant, especially for the patients with the moderate severity of the disease. …”
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Human Brain-Inspired Network Using Transformer and Feedback Processing for Cell Image Segmentation by Hinako Mitsuoka, Kazuhiro Hotta

“…Experiments on three different cell image datasets confirmed that the proposed method surpasses the methods without feedback processing, demonstrating its superior accuracy in cell image segmentation. …”
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Sweet pepper foliar diseases quantification and identification using an image analysis tool by Vijayanandh Rajamanickam, Adesh Ramsubhag, Jayaraj Jayaraman

“…Visual assessment is prone to human bias and error, thereby reducing the efficiency and accuracy of this method. …”
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Explainable handcrafted features for mitotic event detection and classification by Panason Manorost, Thomas Deckers, Veerle Bloemen, Jean Marie Aerts

“…Here, a fully automated mitotic event detection method has been developed allowing to reduce the processing time and improving the accuracy of the proliferation rate estimation of studied cell populations Despite the obvious morphological changes during mitosis, traditional image processing methods are not the best candidates, because some phenomena in the images appear as mitotic events but consist of noise and artifacts. …”
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Duck Egg Crack Detection Using an Adaptive CNN Ensemble with Multi-Light Channels and Image Processing by Vasutorn Chaowalittawin, Woranidtha Krungseanmuang, Posathip Sathaporn, Boonchana Purahong

“…For blue lighting, the model reached 100.00% accuracy with the HE method. Under white lighting, the highest accuracy of 99.83% was achieved using both the original and HE methods.…”
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Cross-Modal Augmented Transformer for Automated Medical Report Generation by Yuhao Tang, Ye Yuan, Fei Tao, Minghao Tang

“…In this paper, we present a novel approach called Cross-modal Augmented Transformer (CAT) for medical report generation. Unlike previous methods that rely on coarse-grained features without human intervention, our method introduces a “locate then generate” pattern, thereby improving the interpretability of the generated reports. …”
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Optical wave patterns and chaotic dynamics of the variable coefficient fractional nonlinear Schrödinger equation: Analytical and numerical insights by Mahtab Uddin, Mohammed Kbiri Alaoui, Md. Mamunur Roshid, Golam Mostafa, Harun-Or-Roshid

“…This study looks into the variable coefficient third-order nonlinear Schrödinger equation (NLSE) with truncated M-fractional derivative in a methodical way. It focuses on chaotic dynamics, sensitivity analysis, and optical soliton solutions. …”
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Exploiting facial side similarities to improve AI-driven sea turtle photo-identification systems by Lukáš Adam, Kostas Papafitsoros, Claire Jean, ALan F. Rees, Vojtěch Čermák

“…Both methods rank the similarity of the left and right profiles of the same individual higher than those of different individuals. …”
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Evaluation of Drug Adherence in Older Adults With Polypharmac by Farideh Bastani, Hamid Haghani, Mahdi Maleki

“…The participants were selected using a non-probability sampling method (continuous method with categorical proportional allocation). …”
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Comparative Analysis between Active Contour and Otsu Thresholding Segmentation Algorithms in Segmenting Brain Tumor Magnetic Resonance Imaging by Sarah Husham, Aida Mustapha, Salama A. Mostafa, Mohammed K. Al-Obaidi, Mazin Mohammed, Alyaa Idrees Abdulmaged, S. Thomas George

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Ultrasound elastography of muscles in cerebral palsy: systematic review by V. M. Kenis, A. V. Sapogovskiy, E. V. Melchenko, O. E. Agranovich, A. I. Shubina, M. V. Zhurbitskaya

“…Ultrasound elastography is a group of diagnostic methods that allow visualizing tissue stiffness, measuring and displaying biomechanical properties of tissues. …”
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Implementation of RT-RAA and CRISPR/Cas13a for an NiV Point-of-Care Test: A Promising Tool for Disease Control by Jingqi Yin, Jin Cui, Hui Zheng, Tingting Guo, Rong Wei, Zhou Sha, Shaopeng Gu, Bo Ni

“…Establishing a rapid, sensitive, and accurate point-of-care detection method is critical in the timely identification of infected pig herds. …”
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Toward Seamless Localization: Situational Awareness Using UWB Wearable Systems and Convolutional Neural Networks by Ghazaleh Kia, David Plets, Ben Van Herbruggen, Eli De Poorter, Jukka Talvitie

“…Depending on the environment, an increasing number of localization methods are available ranging from satellite-based localization to visual navigation, each with its own advantages and disadvantages. …”
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Distinct Views Improve Generalization and Robustness: Combinations of Augmentations With Different Features by Keon Kim, Hyun Woo Kim, Yong Suk Choi

“…Data augmentation is an effective method for improving deep learning model performance. …”
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The Results of Transscleral Diode Laser Cyclophotocoagulation in Micropulse Mode Treatment in Patients with Primary Subcompensated Open-Angle Glaucoma and Toxic-Allergic Syndrome o... by I. E. Shvailikova, E. I. Belikova, A. V. Korneeva

“…In addition, the use of DCPC in microimpulse mode leads to stabilization of functional and structural indicators, helps to prevent a decrease in visual functions. Thus, the described method is characterized by safety, high efficiency and a wide range of indications for its performance. …”
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Prediction of Aztreonam Effectiveness Against <i>Klebsiella pneumoniae</i> Based on the Results of Antimicrobial Susceptibility Testing with Increased Inoculum by K. N. Alieva, M. V. Golikova, D. A. Kondratieva, A. A. Kuznetsova

“…Minimum inhibitory concentration at an increased inoculum (MICHI) may become a suitable parameter for this purpose as a sample of tested bacteria is larger while the method of determination remains easy.The aim of the study was to evaluate the potential of using MICHI as a parameter for predicting the resistance development in Klebsiella pneumoniae to aztreonam.Methods. …”
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RainHCNet: Hybrid High-Low Frequency and Cross-Scale Network for Precipitation Nowcasting by Lei Wang, Zheng Wang, Wenjun Hu, Cong Bai

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Unsupervised Boosted Fusion Network for Single Low-Light Image Enhancement by Jianfeng Zhang, Hengxuan Li, Zhanqiang Huo

“…Unsupervised methods are gradually becoming a research hotspot in low-light image enhancement due to their lack of paired training data and higher quality visual enhancement effects, but existing unsupervised low-light image enhancement methods generate excess noise and rely on contrast exposure stacks. …”
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SOPROLIFE System: An Accurate Diagnostic Enhancer by Mona Zeitouny, Mireille Feghali, Assaad Nasr, Philippe Abou-Samra, Nadine Saleh, Denis Bourgeois, Pierre Farge

“…Compared to the most used visual method in the diagnosis of occlusal caries lesions, the finding from this study suggests that SOPROLIFE can be used as a reproducible and reliable assessment tool. …”
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