The effects of 5-HT on vascular endothelial dysfunction in patients with panic disorder by Yueqi Feng, Xixi Li, Zijia Li, Xinyi He, Yanqing Tang, Wen Tian

“…Furthermore, the impact of 5-HT system on platelet activation and aggregation adds another layer to the complex relationship between PD and CVD. …”
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PortraitEmotion3D: A Novel Dataset and 3D Emotion Estimation Method for Artistic Portraiture Analysis by Shao Liu, Sos Agaian, Artyom Grigoryan

“…This advancement addresses this domain’s stylistic variations and complexity, setting a new benchmark for FER in artistic works. …”
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An algorithm for road target detection of autonomous vehicles based on improved YOLOv8 by Jianping Gao, Haotian Li, Zhe Li, Chengwei Xie, Xiaolei Ji, Yuzhuo Zhang

“…Abstract With the development of automatic driving technology, the correct driving of autonomous vehicles on the road is a research hotspot at present. Affected by the complex road traffic conditions and driving environment, the current autonomous vehicle’s ability to accurately identify road targets through on-board cameras still needs to be improved. …”
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Specific Emitter Identification Method for Limited Samples via Time–Wavelet Spectrum Consistency by Chunyang Tang, Jing Lian, Li Zheng, Rui Gao

“…Specific emitter identification (SEI) is a technique that identifies the emitter through physical layer features contained in radio signals, and it is widely used in tasks such as identifying illegal transmitters and authentication. …”
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Non-Invasive Diagnosis of Polypoidal Choroidal Vasculopathy as a Variant of the Course of Age-Related Macular Degeneration by I. E. Panova, T. B. Shaimov, V. A. Shaimova

“…All patients underwent complex eye examination: visual acuity test, slit lamp biomicroscopy, ophthalmoscopy with 60 and 78D fundus lenses, fundoscopy with color filters, spectral-domain OCT, OCT angiography and biometry. …”
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Novel FTLRNN with Gamma Memory for Short-Term and Long-Term Predictions of Chaotic Time Series by Sanjay L. Badjate, Sanjay V. Dudul

“…For real-world highly complex and nonstationary time series like Sunspots and Laser, though the proposed predictor does perform reasonably for short term and medium-term predictions, its prediction ability drops for long term ahead prediction. …”
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BCSM-YOLO: An Improved Product Package Recognition Algorithm for Automated Retail Stores Based on YOLOv11 by Pingqing Hou, Shaoze Huang

“…With the rapid growth of automated retail and smart supermarkets, commodity package recognition faces challenges like complex backgrounds, multi-scale targets, and dense occlusion. …”
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Features of root rot development in the spring wheat agrophytocenosis under various agricultural technologies in the forest-steppe of Western Siberia by I. A. Korchagina, L. V. Yushkevich

“…When fertilizing and herbicidal-fungicidal treatment of sowings during a vegetation period of plants, there is a slight difference between agricultural technologies. The complex use of chemicals reduces the infection of agrophytocenosis on 7–11 % and increases spring wheat productivity upto 4.14 t/ha (on 98 %) relative to extensive agricultural technology.…”
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Magnetic field-induced thermal behavior and sedimentation of strontium ferrite-PDMS composites for actuator applications by Md Anisul Islam, Md Nayeem Hasan Kashem, Wei Li, Wilhelmus J. Geerts

“…Magnetic composite polymers combine the properties of both magnet and polymers which enable them to produce complex shape magnetic components. These materials have potential applications ranging microfluidics, vibration dampers, actuators, and minimally invasive medical devices, because when magnetic fields are applied to them, they can change shape precisely, quickly, and consistently. …”
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Development characteristics of favorable reservoirs of glutenite bodies in Es3L of Yidong Fault Zone, Zhanhua Sag by WEI Xinhui

“…Glutenite bodies in the faulted basin exhibit a complex genetic type， resulting in highly heterogeneous reservoirs and presenting significant challenges for reservoir prediction. …”
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Sensitivity and optimization study on heat transfer enhancement of MHD hybrid nanofluid radiative transient flow past a spinning surface with quadratic Boussinesq approximation and... by Thirupathi Thumma, Surender Ontela, Rupalaksmi Dharanikota

“…This paper presents an advanced numerical investigation of the heat transfer enhancement in a magnetohydrodynamic (MHD) hybrid nanofluid radiative transient flow past a spinning surface, incorporating the complex effects of quadratic Boussinesq approximation, variable suction, and Hall currents. …”
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Framework Design for the Dynamic Reconfiguration of IoT-Enabled Embedded Systems and “On-the-Fly” Code Execution by Elmin Marevac, Esad Kadušić, Nataša Živić, Nevzudin Buzađija, Samir Lemeš

“…As these systems become complex, the need for dynamic reconfiguration, improved availability, and stability becomes increasingly important. …”
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Gaseous Ammonia Sensing from Liquids via a Portable Chemosensor with Signal Correction for Humidity by Andrea Rescalli, Ilaria Porello, Pietro Cerveri, Francesco Cellesi

“…Existing detection techniques are often unsuitable for point-of-care (POC) use due to limitations including complex sample handling, lack of portability, and poor compatibility with miniaturized systems. …”
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A Scene–Object–Economy Framework for Identifying and Validating Urban–Rural Fringe Using Multisource Geospatial Big Data by Ganmin Yin, Ying Feng, Yanxiao Jiang, Yi Bao

“…Rapid urbanization has led to the emergence of urban–rural fringes, complex transitional zones that challenge traditional urban–rural dichotomies. …”
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FGS-YOLOv8s-seg: A Lightweight and Efficient Instance Segmentation Model for Detecting Tomato Maturity Levels in Greenhouse Environments by Dongfang Song, Ping Liu, Yanjun Zhu, Tianyuan Li, Kun Zhang

“…The analysis of detection performance videos under different cultivation patterns demonstrates the generalizability of the improved model in complex environments, achieving an optimal balance between detection accuracy (86.9%) and inference speed (53.2 fps). …”
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A simulation study on the contact‐separation triboelectric nano‐generator for magnetic energy harvester by Yibing Zhang, Fenghui Li, Yagang Wang, Shanlin Tong, Yuhao Li, Xuhui Li, Wu Lu, Yongsheng Liu

“…This structure mainly consists of the friction layer, electrodes for current conduction, and connected loads. …”
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Solvent free mechanical grinding assisted synthesis of reduced graphene oxide and its composites with porphyrins for fabricating UV–vis photodetectors by Indranee Hazarika, Saponjeet Borah, Amreen Ara Hussain, Deepali Sarkar, Bedanta Gogoi

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Mixture of Expert Large Language Model for Legal Case Element Recognition by YIN Hua, WU Zihao, LIU Tingting, ZHANG Jiajia, GAO Ziqian

“…Compared with earlier methods based on deep learning and machine reading comprehension, the generative element recognition approach using large language models (LLM) holds greater potential for complex reasoning. However, the current performance of judicial LLM on these fundamental tasks remains suboptimal. …”
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Clinical characteristics and surgical outcomes in thoracic outlet syndrome: a comparative study of cases with and without cervical rib by Amr N. Ali, Hesham ElSobky, El-Sayed Abou El-Magd, Abdel Wahab Mahmoud Ibrahim

“…The presence of a cervical rib adds an additional layer of complexity, influencing the clinical presentation, progression, and outcomes. …”
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Results of sainfoin breeding in the Stavropol Territory by N. S. Lebedeva, V. V. Chumakova, S. A. Sukharev

“…A new variety of Transcaucasian sainfoin ‘Kravtsov’ has a complex of such economically valuable traits as intensive spring and post-harvest regrowth, high foliage (42–45 % in the first cut, 52–57 % in the second cut), and resistance to unfavorable environmental factors. …”
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