Unveiling the dynamic effects of major depressive disorder and its rTMS interventions through energy landscape analysis by Chun-Wang Su, Chun-Wang Su, Yurui Tang, Nai-Long Tang, Nai-Long Tang, Nian Liu, Nian Liu, Jing-Wen Li, Shun Qi, Hua-Ning Wang, Zi-Gang Huang, Zi-Gang Huang

“…Future studies should further explore the clinical applications of these markers and the comprehensive dynamical effects of rTMS intervention.…”
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Deep MALDI-MS spatial omics guided by quantum cascade laser mid-infrared imaging microscopy by Lars Gruber, Stefan Schmidt, Thomas Enzlein, Huong Giang Vo, Tobias Bausbacher, James Lucas Cairns, Yasemin Ucal, Florian Keller, Martina Kerndl, Denis Abu Sammour, Omar Sharif, Gernot Schabbauer, Rüdiger Rudolf, Matthias Eckhardt, Stefania Alexandra Iakab, Laura Bindila, Carsten Hopf

“…However, current mass spectrometry imaging (MSI)-based spatial ‘omics must compromise between data acquisition speed and biochemical profiling depth. …”
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Identifying High-Risk Atrial Fibrillation in Diabetes: Evidence from Nomogram and Plasma Metabolomics Analysis by Qiushi Luo, Xiaozhu Ma, Shuai Mei, Qidamugai Wuyun, Li Zhou, Ziyang Cai, Yi Wen, Shitao Wang, Jiangtao Yan, Huaping Li, Jiahui Fan, Meiyan Dai

“…<b>Methods</b>: A clinical risk score was developed using data from the National Health and Nutrition Examination Survey (NHANES) and validated in an independent cohort from Tongji Hospital. …”
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Investigation of crystal structure and chemical bonds characteristics on microwave properties of novel Ca-doped Sr1–xCaxTm2O4 (x=0.025–0.300) ceramics by Wenjie Zhang, Yanjun Liu, Guoqiang He, Ziqi Zhao, Yuan Nie, Yiwen Ma, Fangyi Huang, Huanfu Zhou

“…Systematical investigations on the impact of Ca2+ on their microstructures, sintering behaviors, and microwave dielectric properties were detailly conducted. The combined XRD data and subsequent refinement demonstrated that all samples exhibited structural conformity with SrTm2O4 and belonged to Pnam space group. …”
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Fidelity of the Guided Self-Determination program in the MyHealth study during breast cancer follow-up by Sigrid N. Biener, Beverley L. Høeg, Lena Saltbæk, Susanne O. Dalton, Christoffer Johansen, Randi V. Karlsen, Federica Belmonte, Vibeke Zoffmann, Pernille E. Bidstrup

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High-Resolution FMCW Radar for Small UAV Detection Using GNU Software-Defined Radio by P. Janpangngern, P. Changnam, W. Charoensiri, S. Samroeng, J. Pakprom, C. Thongsopa, A. Intarapanich, T. Thosdeekoraphat, N. Santalunai, S. Santalunai

“…The USRP B210 handles signal acquisition and processing, applying two-dimensional Fast Fourier Transform (FFT) techniques to extract doppler shift information. The processed data is visualized as a range-doppler map, facilitating effective target tracking. …”
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Fe₃O₄@β-cyclodextrin Nanosystem: A Promising Adjuvant Approach in Cancer Treatment by Claudia Geanina Watz, Ciprian-Valentin Mihali, Camelia Oprean, Lavinia Krauss Maldea, Calin Adrian Tatu, Mirela Nicolov, Ioan-Ovidiu Sîrbu, Cristina A. Dehelean, Vlad Socoliuc, Elena-Alina Moacă

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The diagnostic and prognostic capability of artificial intelligence in spinal cord injury: A systematic review by Saran Singh Gill, Hariharan Subbiah Ponniah, Sho Giersztein, Rishi Miriyala Anantharaj, Srikar Reddy Namireddy, Joshua Killilea, DanieleS.C. Ramsay, Ahmed Salih, Ahkash Thavarajasingam, Daniel Scurtu, Dragan Jankovic, Salvatore Russo, Andreas Kramer, Santhosh G. Thavarajasingam

“…However, the lack of standardised frameworks and external validation limits clinical applicability. Future models should integrate multimodal data, including imaging, patient characteristics, and clinician judgment, to improve utility and alignment with clinical practice.…”
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The Usage of Lion’s Mane in Sports and Its Metabolic Impact – a literature review by Karolina Stankevič, Kamila Fuczyło, Ewelina Kopczyńska, Piotr Kulej, Wiktor Biesiada, Justyna Weronika Kmieć, Justyna Woźniak, Anna-Mariia Chernysh, Aleksandra Dusińska, Jakub Waszczyński

“…Purpose of the Work: The aim of this study is to review the current data on the usage of Hericium erinaceus in sports performance and metabolic health. …”
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Fecal Microbiota Transplantation: A Systematic Review of Therapeutic Potential, Preparation Techniques, and Delivery Methods Across Medical Conditions by Syamand Ahmed Qadir, Qausar Hamed ALKaisy, Abdulbasit F. Hasan, Farhang Hameed Awlqadr, Ammar B. Altemimi, Aryan Mahmood Faraj, Angelo Maria Giuffrè, Mohammed N. Saeed, Sherzad Rasul Abdalla

“…However, further research is essential to establish optimized procedures, standardized guidelines, and long-term safety data to facilitate its integration into mainstream medical practice. …”
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Diagnostic Benefit of Simultaneous Capsule Endoscopy Using Two Different Systems by Seung Han Kim, Hyuk Soon Choi, Hoon Jai Chun, Eun Sun Kim, Bora Keum, Yeon Seok Seo, Yoon Tae Jeen, Hong Sik Lee, Soon Ho Um, Chang Duck Kim

“…Adverse events or electrical interference during data transmission between the two capsule endoscopes were not detected. …”
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Recursive Class Connectivity Classification (R3C) Applied to Binary Image Segmentation for Improved Infant Fingerprint Enhancement by Joao Leonardo Harres Dall Agnol, Luiz Fernando Puttow Southier, Jefferson Tales Oliva, Marcelo Teixeira, Rodrigo Minetto, Marcelo Filipak, Dalcimar Casanova, Erick Oliveira Rodrigues

“…R3C does not require modifications to the underlying classifier and operates without training data, which is not currently available for infant fingerprints. …”
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Automated interpretation of cardiotocography using deep learning in a nationwide multicenter study by Chang Eun Park, Byungjin Choi, Rae Woong Park, Dong Wook Kwak, Hyun Sun Ko, Won Joon Seong, Hyun-Hwa Cha, Hyun Mi Kim, Jisun Lee, Hyun-Joo Seol, Seungyeon Pyeon, Soon-Cheol Hong, Yun Dan Kang, Kyung Joon Oh, Joong Shin Park, Young Nam Kim, Young Ah Kim, Yoon Ha Kim, Gwang Jun kim, Miran Kim, Hye Jin Chang

“…We will evaluate this model in future prospective studies to assess the model’s clinical applicability.…”
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Review of Research on Foundation Scour of River-Crossing Bridges by WANG Lu, LIU Hong-wei, WEI Kai, Bruce Melville, NIE Rui-hua

“…Data-driven models such as artificial neural networks and deep learning can effectively compensate for the inability of conventional prediction methods for bridge foundation scour to account for complex boundary conditions. …”
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Monosaccharide coating modulate the intracellular trafficking of gold nanoparticles in dendritic cellsKey findings by Meshal A. Alobaid, Sarah-Jane Richards, Morgan R. Alexander, Matthew I. Gibson, Amir M. Ghaemmaghami

“…These findings highlight the utility of carbohydrate coatings to enable more targeted delivery of nanoparticles and their payload to distinct intracellular compartments in immune cells with potential applications in drug delivery and immunotherapy.…”
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Identification of sex-specific markers using genome re-sequencing in the blunt snout bream (Megalobrama amblycephala) by Yuye Fu, Lifei Luo, Shilong Wang, Yue Yu, Yao Wang, Zexia Gao

“…One of these markers showed potential applicability in M. pellegrini as well, enabling males to be identified using this specific molecular marker. …”
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Taxonomic hierarchical loss function for enhanced crop and weed phenotyping in multi-task semantic segmentation by Artzai Picon, Daniel Mugica, Itziar Eguskiza, Arantza Bereciartua-Perez, Javier Romero, Carlos Javier Jimenez, Christian Klukas, Laura Gomez-Zamanillo, Till Eggers, Ramon Navarra-Mestre

“…This enhancement forces the model to learn richer hierarchical representations, enabling the support of heterogeneous and partially annotated scalable datasets, which are common in real-world AI applications.…”
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Unraveling Aerosol and Low-Level Cloud Interactions Under Multi-Factor Constraints at the Semi-Arid Climate and Environment Observatory of Lanzhou University by Qinghao Li, Jinming Ge, Yize Li, Qingyu Mu, Nan Peng, Jing Su, Bo Wang, Chi Zhang, Bochun Liu

“…The response of low-level cloud properties to aerosol loading remains ambiguous, particularly due to the confounding influence of meteorological factors and water vapor availability. We utilize long-term data from Ka-band Zenith Radar, Clouds and the Earth’s Radiant Energy System, Modern-Era Retrospective analysis for Research and Applications Version 2, and European Centre for Medium-Range Weather Forecasts Reanalysis v5 to evaluate aerosol’s effects on low-level clouds under the constrains of meteorological conditions and liquid water path (LWP) over the Semi-Arid Climate and Environment Observatory of Lanzhou University during 2014–2019. …”
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Chest wall reconstruction with implantable cross-linked porcine dermal collagen matrix: Evaluation of clinical outcomesCentral MessagePerspective by Alessandro Gonfiotti, MD, PhD, Domenico Viggiano, MD, Eduart Vokrri, MD, Marco Lucchi, MD, PhD, Duilio Divisi, MD, PhD, Roberto Crisci, MD, PhD, Felice Mucilli, MD, Federico Venuta, MD, PhD, Luca Voltolini, MD, PhD

“…We evaluated preoperative data, type of resection and reconstruction, hospitalization, 30-day morbidity and mortality, and overall survival. …”
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Modeling functional connectivity changes during an auditory language task using line graph neural networks by Stein Acker, Jinqing Liang, Ninet Sinaii, Kristen Wingert, Atsuko Kurosu, Sunder Rajan, Sara Inati, William H. Theodore, Nadia Biassou, Nadia Biassou

“…However, traditional GNNs are limited in their ability to characterize FC edge attributes because they typically emphasize the importance of ROI node-based brain activation data. Line GNNs convert the edges of the original graph to nodes in the transformed graph, thereby emphasizing the FC between brain regions. …”
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