Cross-species single-cell transcriptomic atlas of retinal photoreceptors reveals molecular signatures underlying color vision adaptation by Zhibin Li, Chengkai Yan, Yubao Lu, Yaqing Shu, Shilin Wu, Xi Cheng, Yuge Wang, Shishi Shen, Hui Yang, Gang Cao, Jianping Ji, Liangming Zhang, Jian Sun, Dongchang Xiao, Shasha Li, Wei Qiu

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Ordinal METAR Cloud Cover Classification in Sentinel-2 Satellite Data by Markus Gotz, Erik Wessel, Ugur Cayoglu, Babak Jahani, Charlotte Debus, Jan Cermak, Achim Streit

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Pressure encryption toward physically uncopiable anti-counterfeiting by Dianlong Zhao, Shunxin Li, Yang Su, Jiajun Qin, Guanjun Xiao, Yuchen Shang, Xiu Yin, Pengfei Lv, Feng Wang, Jiayi Yang, Zhaodong Liu, Fujun Lan, Qiaoshi Zeng, Lijun Zhang, Feng Gao, Bo Zou

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Mo.Se.: Mosaic image segmentation based on deep cascading learning by Andrea Felicetti, Marina Paolanti, Primo Zingaretti, Roberto Pierdicca, Eva Savina Malinverni

“…In this context, this research explains improvements which can change the manual and time-consuming procedure of mosaic tesserae drawing. …”
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CochleaSpecNet: An Attention-Based Dual Branch Hybrid CNN-GRU Network for Speech Emotion Recognition Using Cochleagram and Spectrogram by Atkia Anika Namey, Khadija Akter, Md. Azad Hossain, M. Ali Akber Dewan

“…SER system classifies the human emotional state based on speaker’s utterances in different catagories such as sad, happy, neutral, angry, surprise, calm and so on. This research introduces a novel SER approach that utilizes cochleagram and spectrogram features to capture relevant speech patterns for the classifier network. …”
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Ionic-electronic photodetector for vision assistance with in-sensor image processing by Zhipeng Zhong, Yezhao Zhuang, Xin Cheng, Jingtao Zheng, Qianyi Yang, Xiang Li, Yan Chen, Hong Shen, Tie Lin, Wu Shi, Xiangjian Meng, Junhao Chu, Hai Huang, Jianlu Wang

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Group Socialization of Digital Games to Encourage Users' Autonomous Reading Behavior and Content Backtracking: Based on the Domestic Console Game “Black Myth: WUKONG” Known Outside... by Chaochen WANG, Ayang QI, Xiaoqing XU, Linwei CUI

“…Accordingly, strategic practices for autonomous reading should accordingly be implemented through digital content guides, transmedia narrative interactions, and visual scene experiences. This research investigates the orienting mechanisms of digital games and community interactions in edutainment convergence, demonstrating both theoretical value and practical implications for user behavior analysis and reading promotion. …”
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Astigmatism in Duane Retraction Syndrome by Masoud Khorrami-Nejad, Mohammad Reza Akbari, Babak Masoomian, Hayder Ali Mahmood, Kimia Daneshvar, Ali Majdi

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Multisensory BCI promotes motor recovery via high-order network-mediated interhemispheric integration in chronic stroke by Rongrong Lu, Zhen Pang, Tianhao Gao, Zhijie He, Yiqian Hu, Jie Zhuang, Qin Zhang, Zhengrun Gao

“…Motor recovery was assessed using the Fugl-Meyer Assessment (primary outcome), Motor Status Scale, Action Research Arm Test, and surface electromyography. Functional MRI was used to examine brain activation patterns during upper limb tasks, while Granger causality analysis and machine learning evaluated inter-regional connectivity changes and their predictive value for recovery. …”
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Gene transcription, neurotransmitter, and neurocognition signatures of brain structural-functional coupling variability by Lin Jiang, Sarah Genon, Jiayu Ye, Yan Zhu, Guangying Wang, Runyang He, Pedro A. Valdes-Sosa, Feng Wan, Dezhong Yao, Simon B. Eickhoff, Debo Dong, Fali Li, Peng Xu

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Exploring computer vision syndrome among primary school students in Dhaka, Bangladesh: a cross-sectional study by Hasibul Hassain Emon, Jakia Sultana Pingky, Hriday Halder, Santu Karmaker, Musfiqur Rahman, Fahim Muntasir Shishir, Tonima Rahaman Tithi, Suchana Akter, Moinur Rahman, Md Moyazzem Hossain

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Real-Time Pipeline Fault Detection in Water Distribution Networks Using You Only Look Once v8 by Goodnews Michael, Essa Q. Shahra, Shadi Basurra, Wenyan Wu, Waheb A. Jabbar

“…By training on a large dataset of labeled images, the model effectively learns to identify visual patterns associated with pipeline faults. Experiments conducted on a real-world dataset demonstrate that the AI-based model significantly outperforms traditional methods in detection accuracy. …”
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DeepGuard: real-time threat recognition using Golden Jackal optimization with deep learning model by Fatma S. Alrayes, Hamed Alqahtani, Wahida Mansouri, Asma Alshuhail, Wafa Sulaiman Almukadi, Ahmed Mahmud

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Application of borehole images in the characterization of volcanic paleoenvironments with implications for the exploration of hydrocarbons in Brazilian basins by S A FORNERO, J M MILLETT, C M DE JESUS, E F DE LIMA, G M MARINS, N F PEREIRA, L A BEVILAQUA

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Multi-Modal Fused-Attention Network for Depression Level Recognition Based on Enhanced Audiovisual Cues by Yihan Zhou, Xiaokang Yu, Zixi Huang, Feierdun Palati, Zeyu Zhao, Zihan He, Yuan Feng, Yuxi Luo

“…In recent years, substantial research has focused on automated systems for assessing depression levels using different types of data, such as audio and visual inputs. …”
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HORMONAL CONTRACEPTION AND MAGNESIUM DEFICIENCY: A SUBANALYSIS OF THE MAGYN STUDY by D. V. Blinov, T. I. Ushakova, N. A. Makatsariya, N. M. Khamani, V. O. Bitsadze, Ch. Dadak

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An explainable hybrid feature aggregation network with residual inception positional encoding attention and EfficientNet for cassava leaf disease classification by M. Sundara Srivathsan, S. Alden Jenish, K. Arvindhan, R. Karthik

“…Additionally, to enhance the interpretability of the model, we apply Grad-CAM to provide visual explanations for the model’s decision-making process, helping to understand which regions of the leaf images contribute to the classification results. …”
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Impact of sensory organization tasks on prefrontal cortex activity in older women: a comparative fNIRS study of osteoarthritis and healthy aging by Alka Bishnoi, Yang Hu, Manuel E. Hernandez, Manuel E. Hernandez

“…Maintaining posture relies on visual, vestibular, and proprioceptive inputs, but these systems can be compromised due to aging or disease, heightening fall risk. …”
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Perfect health not so perfect after all – a methodological study on patient-reported outcome measures in 2574 patients following percutaneous coronary intervention by T. M. Norekvål, M. M. Iversen, K. Oterhals, H. Allore, B. Borregaard, T. R. Pettersen, D. R. Thompson, A. D. Zwisler, K. Breivik

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Analysis of Progress in Data Mining of Scientific Literature Using Large Language Models by CAI Yiran, HU Zhengyin, LIU Chunjiang

“…Chart decoding uses neural networks to extract numerical values and semantic patterns from visual elements. 2) Tool dimension: This explores the core functionalities of notable AI tools, including data mining platforms (such as LitU, SciAIEngine) and knowledge generation systems (such as Agent Laboratory, VirSci), with a focus on multimodal processing and automation. 3) Application dimension: LLMs produce high-quality datasets to tackle the issue of data scarcity. …”
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