Automatic Generation of Synthesisable Hardware Description Language Code of Multi-Sequence Detector Using Grammatical Evolution by Bilal Majeed, Rajkumar Sarma, Ayman Youssef, Douglas Mota Dias, Conor Ryan

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nBERT: Harnessing NLP for Emotion Recognition in Psychotherapy to Transform Mental Health Care by Abdur Rasool, Saba Aslam, Naeem Hussain, Sharjeel Imtiaz, Waqar Riaz

“…The goal of this study is to provide a computational framework that aids in identifying emotional patterns, tracking patient-therapist emotional alignment, and assessing therapy outcomes. …”
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Enhanced Localization in Wireless Sensor Networks Using a Bat-Optimized Malicious Anchor Node Prediction Algorithm by Balachandran Nair Premakumari Sreeja, Gopikrishnan Sundaram, Marco Rivera, Patrick Wheeler

“…The integrity of these networks is often threatened by the presence of malicious nodes that can disrupt the localization process, leading to erroneous positioning and degraded network functionality. …”
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A Data-Driven Approach to Mitigate Evolving Volumetric Attacks in Programmable Networks by Muhammad Saqib, Halima Elbiaze, Roch H. Glitho

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A Deep Learning-Based Ensemble Framework for Robust Android Malware Detection by Sainag Nethala, Pronoy Chopra, Khaja Kamaluddin, Shahid Alam, Soltan Alharbi, Mohammad Alsaffar

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Novel hafnium oxide doped G-T-B Glass: Structural, physical, mechanical, optical, and radiation shielding investigation by M.H.A. Mhareb, Kawa M. Kaky, K.A. Mahmoud, M.I. Sayyed, Abed Jawad Kadhim, Yasser Maghrbi

“…Three glasses were fabricated using a common melting and annealing process. Hafnium oxide-doped tellurite germanate borate glasses have been investigated for radiation shielding. …”
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Structural basis of cytokinin transport by the Arabidopsis AZG2 by Hong Wei, Zhisen Yang, Huihui Liu, Wei Ying, Yongxiang Gao, Lizhe Zhu, Xin Liu, Linfeng Sun

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Transcranial direct current stimulation over the temporal-parietal junction yields no lexical-semantic effects in logopenic primary progressive aphasia: a double-blind sham-control... by Marc Teichmann, Clara Sanches, Angelina Bourbon, Dennis Q. Truong, Marom Bikson, Antoni Valero-Cabré

“…The logopenic variant (lv-PPA), one of the most frequent PPA phenotypes, erodes the temporal-parietal junction (TPJ) generating impaired lexical processing, rapidly extending to semantic deficits. …”
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Relative Cerebral Blood Flow as an Indirect Imaging Surrogate in Patients With Anterior Circulation Large Vessel Occlusion and Association of Baseline Characteristics With Poor Col... by Hamza Adel Salim, Omar Hamam, Goksu Parilday, Rawan A. Moustafa, Samir Ghandour, Moustafa Rutgers, Muhanned Sharara, Andrew Cho, Ishan Mazumdar, Mahla Radmard, Christopher Shin, Daniel Montes, Ajay Malhotra, Javier M. Romero, Vivek Yedavalli

“…Methods and Results In this retrospective multicenter study, consecutive patients presenting with AIS secondary to anterior circulation large vessel occlusion who underwent pretreatment computed tomography perfusion were included. The computed tomography perfusion data processed by RAPID (IschemaView, Menlo Park, CA) generated the rCBF. …”
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Leaf area estimation in small-seeded broccoli using a lightweight instance segmentation framework based on improved YOLOv11-AreaNet by Yaben Zhang, Yifan Li, Xiaowei Cao, Zikun Wang, Jiachi Chen, Yingyue Li, Zhibo Zhong, Ruxiao Bai, Peng Yang, Feng Pan, Xiuqing Fu

“…Post-processing techniques—including morphological optimization, edge enhancement, and watershed segmentation—were employed to refine leaf boundaries and compute geometric area.ResultsCompared to the original YOLOv11 model, YOLOv11-AreaNet achieves comparable segmentation accuracy while significantly reducing the number of parameters by 57.4% (from 2.84M to 1.21M), floating point operations by 25.9% (from 10.4G to 7.7G), and model weight size by 51.7% (from 6.0MB to 2.9MB), enabling real-time deployment on edge devices. …”
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Longitudinal study of COPD phenotypes using integrated SPECT and qCT imaging by Frank Li, Frank Li, Xuan Zhang, Xuan Zhang, Alejandro P. Comellas, Eric A. Hoffman, Eric A. Hoffman, Michael M. Graham, Ching-Long Lin, Ching-Long Lin, Ching-Long Lin, Ching-Long Lin

“…IntroductionThe aim of this research is to elucidate chronic obstructive pulmonary disease (COPD) progression by quantifying lung ventilation heterogeneities using single-photon emission computed tomography (SPECT) images and establishing correlations with quantitative computed tomography (qCT) imaging-based metrics. …”
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Hypoperfusion Intensity Ratio as an Indirect Imaging Surrogate in Patients With Anterior Circulation Large‐Vessel Occlusion and Association of Baseline Characteristics With Poor Co... by Omar Hamam, Julie Gudenkauf, Rawan Moustafa, Andrew Cho, Daniel Montes, Muhannad Sharara, Abdallah Moustafa, Mahla Radmard, Mehreen Nabi, Kevin Chen, Sadra Sepehri, Christopher Shin, Ishan Mazumdar, Minsoo Kim, Alireza Mohseni, Ajay Malhotra, Javier Romero, Vivek Yedavalli

“…Methods and Results In this retrospective study, consecutive patients presenting with AIS secondary to anterior circulation LVO who underwent pretreatment computed tomography perfusion were included. The computed tomography perfusion data processed by RAPID (Ischema View, Menlo Park, CA) generated the hypoperfusion intensity ratio. …”
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IBERBIRDS: A dataset of flying bird species present in the Iberian PeninsulaZenodo by Paula Rodríguez, Rubén Parte, Guillermo A. González, Alejandra Gacho, Darío Santos, Rubén Usamentiaga, Oscar D. Pedrayes

“…Advancements in computer vision and deep learning have transformed ecological monitoring and species identification, enabling automated and accurate data labelling. …”
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Effect of various lengths of cold stratification period on the germination of wild service tree (Sorbus torminalis) seed samples harvested in the Czech Republic by Miroslav Šulitka, Ivan Kuneš, Martin Baláš, Kateřina Pešková, Přemysl Šedivka, Tomáš Holeček, Vilém Podrázský

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Balancing of geodetic and seismic moment rates and its implications for probabilistic seismic hazard analysis in Taiwan by Neha, Ray Y. Chuang, Takuya Nishimura, Zixin Lee, Jia-Cian Gao

“…For this, a time-independent model is performed to compute probabilities for $${M}_{w}\ge 6$$ M w ≥ 6 earthquakes within 30 years in 0.1° × 0.1° cells across Taiwan using corrected-geodetic moment rates, truncated G–R law, and the stochastic Poisson process. …”
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Neural substrates of cold nociception in Drosophila larva by Atit A Patel, Albert Cardona, Daniel N Cox

“…Collectively, we demonstrate how Drosophila larvae process cold stimuli through functionally diverse somatosensory circuitry responsible for generating stimulus-specific behaviors.…”
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An Iterative Adaptive Polarization Calibration Method Independent of Corner Reflectors by Bowen Chi, Jixian Zhang, Guoman Huang, Lijun Lu, Shucheng Yang

“…Therefore, we proposed an iterative adaptive PolCal method to improve the UZH method from a computational perspective. This method first uses an iterative process to obtain a more accurate global initial value for each block's initial input. …”
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A Method for Solving LiDAR Waveform Decomposition Parameters Based on a Variable Projection Algorithm by Ke Wang, Guolin Liu, Qiuxiang Tao, Luyao Wang, Yang Chen

“…The method of separating variables only required 14 iterations to obtain the optimal estimate, reducing the computational time from 1128 s to 130 s. Therefore, the application of the separable nonlinear least-squares problem can improve the calculation efficiency and convergence speed of the parameter solution process. …”
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Intelligent back-to-back testing with denoising autoencoder-based fault detection and DBSCAN clustering by Mohammad Abboush, Christoph Knieke, Andreas Rausch

“…The evaluation results demonstrate the superiority of the proposed approach in comparison to state-of-the-art methods in terms of performance and computational cost with F1-score 96.15%, DBI 0.159 and testing time 5.2 ms. …”
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Lightweight Multi-Head MambaOut with CosTaylorFormer for Hyperspectral Image Classification by Yi Liu, Yanjun Zhang, Jianhong Zhang

“…However, hyperspectral sensors generate large volumes of data that are rich in both spatial and spectral information, making its efficient processing in resource-constrained devices challenging. …”
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