WRRT-DETR: Weather-Robust RT-DETR for Drone-View Object Detection in Adverse Weather by Bei Liu, Jiangliang Jin, Yihong Zhang, Chen Sun

“…The AWOD dataset comprises 20,000 images captured under three representative adverse weather conditions: foggy, flare, and low-light. To address the challenges of scale variation and visual degradation introduced by harsh weather, we propose WRRT-DETR, a weather-robust object detection framework optimized for small objects. …”
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GTrXL-SAC-Based Path Planning and Obstacle-Aware Control Decision-Making for UAV Autonomous Control by Jingyi Huang, Yujie Cui, Guipeng Xi, Shuangxia Bai, Bo Li, Geng Wang, Evgeny Neretin

“…Research on UAV (unmanned aerial vehicle) path planning and obstacle avoidance control based on DRL (deep reinforcement learning) still faces limitations, as previous studies primarily utilized current perceptual inputs while neglecting the continuity of flight processes, resulting in low early-stage learning efficiency. To address these issues, this paper integrates DRL with the Transformer architecture to propose the GTrXL-SAC (gated Transformer-XL soft actor critic) algorithm. …”
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Range–Null Space Decomposition With Frequency-Oriented Mamba for Spectral Superresolution by Meimei Weng, Jianjun Liu, Jinlong Yang, Zebin Wu, Liang Xiao

“…Spectral superresolution (SSR) is a technique aimed at reconstructing hyperspectral images (HSIs) from images with low spectral resolution. Previous methods combining mathematical models with deep learning have shown promising performance for HSI reconstruction. …”
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Comparison of topical estrogen and platelet-rich plasma injections in the treatment of postmenopausal vaginal atrophy by Ufuk Atlihan, Can Ata, Onur Yavuz, Huseyin Aytug Avsar, Selcuk Erkilinc, Tevfik Berk Bildaci

“…BackgroundPlatelet-rich plasma (PRP) is considered safe and is a low-cost, simple, natural, and minimally invasive method for vaginal rejuvenation. …”
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Outcomes after reversed corneal graft rejection: a report from the European VISICORT project by W John Armitage, Uwe Pleyer, Conor C Murphy, Derek Tole, Matthew D Griffin, Jesper Hjortdal, Katja C Iselin, Bertrand Vabres

“…Objective This study aims to describe the outcome of corneal grafts, both low risk and high risk, after successfully reversed immunological rejection.Methods Datasets on reversed rejection episodes in penetrating and endothelial keratoplasties between 2014 and 2019 (n=876) were extracted from the Adverse Immune Signatures and their Prevention in Corneal Transplantation database, which contains the prospectively and consecutively collected corneal transplants from five European centres. …”
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Smoking is Associated with Reduced Leptin and Neuropeptide Y Levels and Higher Pain Experience in Patients with Fibromyalgia by Maria I. Bokarewa, Malin C. Erlandsson, Jan Bjersing, Mats Dehlin, Kaisa Mannerkorpi

“…Pain was characterized by a visual analogue scale, tender point (TP) counts, pressure pain threshold, and neuroendocrine markers NpY and substance P (sP). …”
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Large Language Models for Transforming Healthcare: A Perspective on DeepSeek‐R1 by Jinsong Zhou, Yuhan Cheng, Sixu He, Yingcong Chen, Hao Chen

“…It has gained significant attention for its impressive advantages including low costs and visualized reasoning steps. Recent advancements in reasoning LLMs like ChatGPT‐o1 have significantly exhibited their considerable reasoning potential, but the closed‐source nature of existing models limits customization and transparency, presenting substantial barriers to their integration into healthcare systems. …”
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Impact of Additives on Poly(acrylonitrile-butadiene-styrene) Membrane Formation Process Using Non-Solvent-Induced Phase Separation by Sulaiman Dhameri, Jason Stallings, Endras Fadhilah, Emily Ingram, Mara Leach, Anastasiia Aronova, Malgorzata Chwatko

“…The resulting membranes were characterized using scanning electron microscopy (SEM) and a pycnometer to visualize the pore structure and obtain porosity information. …”
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Percutaneous Vertebroplasty Relieves Pain in Cervical Spine Metastases by Li Bao, Pu Jia, Jinjun Li, Hao Chen, Yipeng Dong, Fei Feng, He Yang, Mengmeng Chen, Hai Tang

“…VAS, NDI, and analgesic use were significantly decreased 3 days after the procedure and remained at low level until 6 months of follow-up. Our result suggested PVP effectively released the pain from patients with cervical metastasis. …”
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Research on a Surface Roughness Measurement Under ResNet-Based Roughness Classification and Light-Section With Seam-Driven Image Stitching (RCLS) by Huashen Guan, Qiushen Cai, Xiaobin Li, Guofu Sun

“…The RCLS could achieve a more accurate surface roughness by overcoming the disadvantages of small sample length and low precision of the light section method, and is more convenient than stylus.…”
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Research on the applicability of image keypoints in underground mine environments by WANG Jiawen, LIAO Chenfei, ZHAO Zhongqi, HUANG Zhipeng, XIE Peilong, LIU Xinyi, HOU Yanhu, YANG Kehu

“…The keypoint algorithm, as a fundamental algorithm in machine vision, plays a crucial role in enhancing the visual perception capabilities of new mining equipment. …”
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The impact of preoperative salivary urea and superoxide dismutase activities on postoperative pain after surgical removal of mandibular third molars by Nino Grgić, Marko Tarle, Ante Perić, Slavica Potočki, Daria Pašalić, Berislav Perić

“…The questionnaire for study participants included demographic and history data, as well as data on personal experience of pain in grade 0-10 according to the visual analog scale (VAS). Grading 1-3 was considered as low (VAS-1), 4-6 mild (VAS-2) and 7-10 as severe pain (VAS-3). …”
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A retina-inspired pathway to real-time motion prediction inside image sensors for extreme-edge intelligence by Subhradip Chakraborty, Shay Snyder, Md Abdullah-Al Kaiser, Maryam Parsa, Gregory Schwartz, Akhilesh R Jaiswal

“…Validated on real-world object stimuli, the model delivers efficient, low-latency MP for decision-making scenarios reliant on predictive visual computation, while consuming only 18.56 pJ/MP in our mixed-signal hardware implementation.…”
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Capacity Enhancement in Free-Space Optics Networks via Optimized Optical Code Division Multiple Access Image Transmission by Somia A. Abd El-Mottaleb, Mehtab Singh, Hassan Yousif Ahmed, Median Zeghid, Maisara Mohyeldin Gasim Mohamed

“…In Alexandria’s clear atmospheric conditions, the system achieves a maximum transmission range of 15 km with acceptable visual quality, while the range is reduced to 2.6 km, 1.6 km, and 1 km for Low Fog (LF), Medium Fog (MF), and Heavy Fog (HF), respectively. …”
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Data driven resistivity zonation integrating inversion kriging and clustering for subsurface characterization in groundwater exploration by Gumilar Utamas Nugraha, Hendra Bakti, Rachmat Fajar Lubis, Asep Mulyono, Yuniarti Ulfa, Yayat Sudrajat

“…The results reveal that low-resistivity zones (< 30 Ωm) correspond to water-bearing formations, whereas high-resistivity regions (> 100 Ωm) are associated with compacted volcanic deposits. …”
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ATIS-Driven 3DCNet: A Novel Three-Stream Hyperspectral Fusion Framework with Knowledge from Downstream Classification Performance by Quan Zhang, Jian Long, Jun Li, Chunchao Li, Jianxin Si, Yuanxi Peng

“…Reconstructing high-resolution hyperspectral images (HR-HSIs) by fusing low-resolution hyperspectral images (LR-HSIs) and high-resolution multispectral images (HR-MSIs) is a significant challenge in image processing. …”
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Retrospective study on the effectiveness of punch drilling combined with superficial X-ray radiotherapy and intralesional drug injection for keloid treatment by Juan An, Gaofeng Wang, Dan Xu, Hualian Yin, Ying Hua, Chunmei Wang

“…Conclusion: The combination of punch drilling, adjuvant radiotherapy, and intralesional steroids injection demonstrates high efficacy in keloid treatment, characterized by low invasiveness, rapid recovery, and reduced recurrence. …”
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Orexin-A and motion sickness: a systematic review of animal model studies by Xu Cai, Long Zhao, Xin Wang, Jiahui Chen, Ying Yuan, Biao Gao, Yanli You

“…BackgroundSensory input mismatches among the vestibular system, autonomic control, and visual perception cause motion sickness. Anticholinergics and antihistamines are commonly used but have limited efficacy and cause significant side effects. …”
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Modification of the pneumatic retinopexy for the treatment of rhegmatogenous retinal detachment with multiple-quadrant retinal breaks by Xin Zhang, Haixiu Wu, Shenchao Guo, Tiepei Zhu, Zhenyang Xiang, Gaochun Li, Enhui Li

“…The modified PR technique involved an intravitreal injection of a low concentration of perfluoropropane (14% C3F8) for gas tamponade and head positioning maneuvers guided by an indicator. …”
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Antiviral therapy defiant mixed viral retinitis post hematopoietic allogeneic stem cell transplant by Nadia Gabarin, Rohan Dadak, Mili Roy, Alexander J. Kaplan, Shariq Haider, Dina Khalaf

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