Real-Time Thermoacoustic Imaging-Guidance for Breast Tumor Resection by Huan Qin, Yongsheng Cui, Zhujun Wu, Qun Chen, Da Xing

“…Conventional imaging techniques such as CT, MRI provide critical information for diagnosis and treatment planning, but are less practical due to either technical complexity or ionizing radiation-related safety. Microwave-pumped thermoacoustic imaging (MTAI) is a promising alternative to real-time bioimaging due to its deep imaging depth, high resolution and minimal biological hazards. …”
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Resolving the structural basis of therapeutic antibody function in cancer immunotherapy with RESI by Isabelle Pachmayr, Luciano A. Masullo, Susanne C. M. Reinhardt, Jisoo Kwon, Maite Llop, Ondřej Skořepa, Sylvia Herter, Marina Bacac, Christian Klein, Ralf Jungmann

“…Here, we present a multi-target 3D RESI super-resolution microscopy technique that directly visualizes the structural organization of CD20 receptors and the Type I (e.g., Rituximab) and Type II (e.g., Obinutuzumab) anti-CD20 therapeutic antibodies and quantitatively analyze these interactions at single-protein resolution in situ. …”
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Purulent pericarditis as a complication of pneumonia in an infant. Clinical case report by Diego Alejandro Lozano Espinosa, Olga Yamile Castiblanco Rubio, Juan Carlos Bustos Acosta, Roy Sanguino Lobo, Germán Camacho Moreno, Edgar Hernando Rojas Soto

“…Case presentation: A 10-month-old infant was admitted to a high complexity pediatric hospital in the city of Bogotá D.C, Colombia, due to clinical symptoms including cough, respiratory distress and fever. …”
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Reconstruction for Scanning LiDAR with Array GM-APD on Mobile Platform by Di Liu, Jianfeng Sun, Wei Lu, Sining Li, Xin Zhou

“…This method avoids the need for field-of-view registration, improves data utilization, and reduces the complexity of the algorithm while eliminating the effect of LiDAR motion. …”
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Electroconvulsive therapy for an older patient with schizophrenia complicated by nonconvulsive status epilepticus during catatonia: A case report by Ayumi Takeshita, Masaya Mashimoto, Hiromi Chiba, Motohiro Ozone

“…EEG revealed evolving spike‐and‐wave complexes, leading to a diagnosis of NCSE. Administration of levetiracetam improved the EEG findings, and subsequent monitoring confirmed resolution of epileptiform activity. …”
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Velocity Signal Measurement Based on FPGA by LI Hui, LUO Zhengyu, XU Juan

“…In order to reduce CPU resource occupancy rate and the software complexity for velocity measuring, a FPGA(Field Programmable Gate Array) technology to measure velocity and related information was adopted as a supplement of CPU. …”
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Psychometric properties of the differentiated process scale of self-forgiveness in Spanish population by Karla Gallo-Giunzioni, María Prieto-Ursúa, Cristina Fernández-Belinchón, Noemy Martín Sanz

“…Self-forgiveness is essential for repairing personal harm, yet its complexity has hindered the development of instruments that assess it as a process. …”
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Voxel-Based Digital Twin Framework for Earthwork Construction by Muhammad Shoaib Khan, Hyuk Soo Cho, Jongwon Seo

“…Existing methods often fail to accurately capture these complexities, support semantic attributes, simulate realistic equipment–environment interactions, and update the model dynamically during construction. …”
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Can whole genome sequencing resolve taxonomic ambiguities in fungi? The case study of Colletotrichum associated with ferns by Andrea Menicucci, Salvatore Iacono, Madalena Ramos, Madalena Ramos, Chiara Fiorenzani, Natalia Aparecida Peres, Lavern Wayne Timmer, Antonio Prodi, Riccardo Baroncelli, Riccardo Baroncelli

“…However, taxonomic classification within Colletotrichum remains challenging due to genetic complexity and phenotypic plasticity. Conventional approaches such as single-gene analyses and multilocus sequence typing (MLST) frequently fail to resolve closely related taxa, leading to misidentifications that hinder species delimitation and comparative evolutionary studies. …”
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Real-Time Smoke Detection in Surveillance Videos Using an Enhanced RT-DETR Framework with Triplet Attention and HS-FPN by Lanyan Yang, Yuanhang Cheng, Fang Xu, Boning Li, Xiaoxu Li

“…This study addresses the urgent need for an efficient and accurate smoke detection system to enhance safety measures in fire monitoring, industrial safety, and urban surveillance. Given the complexity of detecting smoke in diverse environments and under real-time constraints, our research aims to solve challenges related to low-resolution imagery, limited computational resources, and environmental variability. …”
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Non-Iterative Reconstruction and Selection Network-Assisted Channel Estimation for mmWave MIMO Communications by Jing Yang, Yabo Guo, Xinying Guo, Pengpeng Wang

“…The LSM generates a signal-aware Gaussian measurement matrix, outperforming traditional Bernoulli matrices, while a denoising network enhances accuracy under low SNR conditions, improving sensing resolution. Simulations show the NIRNet-based algorithm achieves a superior normalized mean squared error (NMSE) and an achievable sum rate (ASR) with lower complexity and reduced training overhead.…”
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Camelot: a computer-automated micro-extensometer with low-cost optical tracking by Nicola Trozzi, Wiktoria Wodniok, Robert Kelly-Bellow, Andrea Meraviglia, Aurore Chételat, Nova Adkins, Brendan Lane, Richard S. Smith, Dorota Kwiatkowska, Mateusz Majda

“…Developing software to control and integrate the different pieces of equipment can be a complex task. Results To overcome these challenges, we have developed a computer automated micro-extensometer combined with low-cost optical tracking (Camelot) that facilitates measurements of elasticity, creep, and yield stress. …”
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A study on forest fire risk assessment in jiangxi province based on machine learning and geostatistics by Jinping Lu, Mangen Li, Yaozu Qin, Niannan Chen, Lili Wang, Wanzhen Yang, Yuke Song, Yisu Zheng

“…Jiangxi Province, characterized by abundant forest resources and complex topography, is highly susceptible to forest fires. …”
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Characterizing US Spatial Connectivity and Implications for Geographical Disease Dynamics and Metapopulation Modeling: Longitudinal Observational Study by Giulia Pullano, Lucila Gisele Alvarez-Zuzek, Vittoria Colizza, Shweta Bansal

“…Such geographically dispersed outbreaks place a significant strain on national public health resources and necessitate complex metapopulation modeling approaches for predicting disease dynamics and control design. …”
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Doing Good Instead of Doing Well? What Lawyers Could be Doing in a World of “Too Many” Lawyers by Carrie Joan Menkel-Meadow

“…The paper explores issues of what constitutes “legal knowledge and expertise” and how such knowledge might be deployed to solve complex social and legal problems outside of conventional legal professional boundaries. …”
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Leveraging physics-informed neural networks for efficient modelling of coastal ecosystems dynamics: A case study of Sundarbans mangrove forest by Majdi Fanous, Jonathan M. Eden, Juntao Yang, Simon See, Vasile Palade, Alireza Daneshkhah

“…Modelling the hydro-morphodynamics of mangrove environments poses significant challenges due to their complex geometry, dynamic vegetation-water interactions, and limited in situ measurements. …”
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Macro and micronutrient based soil fertility zonation using fuzzy logic and geospatial techniques by Meeniga Venkateswarlu, Srinivas Rallapalli, Amit Singh, G. Sai Sesha Chalapathi, Suresh Kumar, Yashwant Bhaskar Katpatal, Gouligari Sujatha

“…Abstract Modeling the spatial variability and uncertainty of soil fertility parameters is crucial for sustainable agriculture but remains a challenge due to complex interactions between soil properties. Traditional models often assess individual parameters, such as pH or nitrogen (N), without considering their combined influence and uncertainty. …”
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Spatial Variation Characteristics of Polycyclic Aromatic Hydrocarbons and Their Derivatives in Surface Water of Suzhou City: Occurrence, Sources, and Risk Assessment by Jinxu Fan, Zhangwei Jing, Feng Guo, Jing Jia, Yu Jiang, Xiaoyu Cai, Shuting Wang, Hu Zhao, Xianjing Song

“…These insights underscore the necessity of adapting environmental policies to address complex pollutant mixtures in rapidly developing regions, emphasizing the replicability of the proposed framework for urban watershed management.…”
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Real-Time ConvNext-Based U-Net with Feature Infusion for Egg Microcrack Detection by Chenbo Shi, Yuejia Li, Xin Jiang, Wenxin Sun, Changsheng Zhu, Yuanzheng Mo, Shaojia Yan, Chun Zhang

“…Furthermore, on the publicly benchmarked CrackSeg9k dataset, CBU-FI Net achieves an inference speed of 4 ms for 400 × 400 resolution images, with an MIoU of 81.38%, proving the proposed method’s robustness and generalization capability across various cracks and complex backgrounds.…”
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Deciphering Salivary Microbiome Signature in Pediatric Inflammatory Bowel Disease by Dr. Farah Al Marzooq, Ms Ghaidaa Mesto

“…Utilizing high-resolution long-read sequencing provided detailed insights into the microbiome at the species level. …”
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