Priority-Based Reward Mechanism for Dual-Robot Path Planning in Dynamic Environments by Yibo Hu, Lai Wei, Xiaoyu Guo, Zhenyao Li, Yanding Wei, Qiang Fang

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A Hybrid CNN-LSTM Approach for Muscle Artifact Removal from EEG Using Additional EMG Signal Recording by Marcin Kołodziej, Marcin Jurczak, Andrzej Majkowski, Andrzej Rysz, Bartosz Świderski

“…Although numerous algorithms have been proposed, most rely solely on EEG data. In this study, we introduce a novel approach utilizing a hybrid convolutional neural network–long short-term memory (CNN-LSTM) architecture alongside simultaneous recording of facial and neck EMG signals. …”
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Islet-1 Immunoreactivity in the Developing Retina of Xenopus laevis by Guadalupe Álvarez-Hernán, Ruth Bejarano-Escobar, Ruth Morona, Agustín González, Gervasio Martín-Partido, Javier Francisco-Morcillo

“…The LIM-homeodomain transcription factor Islet1 (Isl1) has been widely used as a marker of neuronal differentiation in the developing visual system of different classes of vertebrates, including mammals, birds, reptiles, and fish. …”
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Advanced ENF Region Classification Using UniTS-SinSpec: A Novel Approach Integrating Sinusoidal Activation Function and Spectral Attention by Yujin Li, Tianliang Lu, Gaojun Zeng, Kai Zhao, Shufan Peng

“…In recent years, it has found applications in multimedia evidence identification for court proceedings and audio–visual temporal source identification. This paper introduces an ENF region classification model named UniTS-SinSpec within the UniTS framework. …”
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Preliminary Quantitative Evaluation of the Optimal Colour System for the Assessment of Peripheral Circulation from Applied Pressure Using Machine Learning by Masanobu Tsurumoto, Takunori Shimazaki, Jaakko Hyry, Yoshifumi Kawakubo, Takeshi Yokoyama, Daisuke Anzai

“…In clinical practice, nurses strictly adhere to regular repositioning protocols to prevent peripheral circulatory failure, during which the skin condition is evaluated visually. In this study, skin colour changes resulting from pressure application were continuously captured using a camera, and supervised machine learning was employed to classify the data into two categories: before and after pressure. …”
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Analysis of the results of staging decompression / stabilization interventions in the treatment of patients with tandem stenosis of cervical and lumbar spine by V. V. Shepelev, V. A. Byvaltsev, A. A. Kalinin, V. A. Sorokovikov, A. V. Krutko

“…The patients were operated in four neurosurgical clinical units of Vladivostok, Irkutsk and Novosibirsk. We assessed clinical data: level of pain syndrome - using visual analog scale (VAS), neck disability index (NDI), Oswestry disability index (ODI), MacNab and Nurick clinical outcomes, as well as the results of plain spine radiography and neuroimaging studies (MRI, MSCT). …”
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Congenital cytomegalovirus infection: features of the clinical course and catamnesis according to own observations by E. V. Antsiferova, T. E. Taranushenko, D. G. Geninova, L. N. Karpova, L. A. Filippova, K. I. Karaganova, L. S. Karpova

“…Most newborns with a manifest form of the disease develop psychomotor and cognitive disorders, and about half of them develop visual impairment.The purpose of publication: to present a clinical case of severe congenital cytomegalovirus infection in the manifest period with multisystem manifestations (hemorrhagic syndrome, encephalitis, myocarditis, hepatitis, splenomegaly) and follow-up data at the age of 1 year.Conclusion. this clinical example demonstrates diagnostic and therapeutic difficulties in the acute period of the disease and a significant list of diseases resulting from infection. …”
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Management of Idiopathic Intracranial Hypertension: Experience of a North African Center by Ibrahim Assoumane, Mahdia Touati, Harissou Adamou, Nadia Lagha, Ibrahim Baaré, Samuila Sanoussi, Abderahmanne Sidi Said, Abdelhalim Morsli

“…Materials and Methods We conducted a retrospective study in the neurosurgical department of Bab El Oued teaching hospital of Algiers over a period of 8 years from January 2008 to December 2015. We analyzed clinical data of 10 patients with IIH diagnosis, and the surgical technique consisted of an insertion of a lumbo-peritoneal shunt. …”
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Neural, genetic, and cognitive signatures of creativity by Cheng Liu, Kaixiang Zhuang, Daniel C. Zeitlen, Qunlin Chen, Xueyang Wang, Qiuyang Feng, Roger E. Beaty, Jiang Qiu

“…Using task-based fMRI from two independent samples and MVPA, we identified a neural pattern that predicts DT, validated through cognitive decoding, genetic data, and large-scale resting-state fMRI. Our findings reveal that DT neural patterns span brain regions associated with diverse cognitive functions, with positive weights in the default mode and frontoparietal control networks and negative weights in the visual network. …”
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A Study on Distributed Multi-Sensor Fusion for Nonlinear Systems Under Non-Overlapping Fields of View by Liu Wang, Yang Zhou, Wenjia Li, Lijuan Shi, Jian Zhao, Haiyan Wang

“…The primary focus is on how different sensor perspectives affect the fusion of nonlinear moving-target data and the spatial segmentation of such targets. …”
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Early detection of fissure caries in permanent first molars: A comparative in vivo study of traditional and digital diagnostic approaches by Hala El Akhras, Marlène Khoury Freiha, Hani Tohme, Nada Farhat Mchayleh, Nathalie Kabbani, Joy Elian El Hayek

“…Data from all examinations were collected and subjected to statistical analysis. …”
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Quantitative tremor monitoring before, during and after MR-guided focused ultrasound thalamotomy for essential tremor with MR compatible accelerometers by Thomas Bancel, Mohammed Bashaiweth, Thomas J. Manuel, Benoît Béranger, Cécile Galléa, Mathieu Santin, Mélanie Didier, Eric Bardinet, Pierre Pouget, Mickael Tanter, Stéphane Lehéricy, Marie Vidailhet, David Grabli, Nadya Pyatigorskaya, Carine Karachi, Elodie Hainque, Jean-François Aubry

“…The tremor amplitude reduction measured with accelerometry was correlated with CRST scores tremor reduction at multiple timepoints (ρ = 0.79 at D + 7, ρ = 0.75 at M + 1, ρ = 0.86 at M + 3, and ρ = 0.63 at M + 12) and accelerometric data gathered during treatment predicted CRST tremor improvement at M + 3 (0.88 area under ROC curve).Conclusion This exploratory study is a proof of concept suggesting that accelerometry measurements can provide real-time feedback on tremor reduction and can complement visual evaluation. …”
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Class Concept Representation From Contextual Texts for Training-Free Multi-Label Recognition by Dong Un Kang, Hyunwoo Lee, Se Young Chun

“…In addition, prompt tuning inherently requires labeled data or additional training, making it susceptible to overfitting for context tokens and hindering generalization. …”
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Inverse Rendering of Near-Field mmWave MIMO Radar for Material Reconstruction by Nikolai Hofmann, Vanessa Wirth, Johanna Braunig, Ingrid Ullmann, Martin Vossiek, Tim Weyrich, Marc Stamminger

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Abstract 177: Clinical and Imaging Outcomes of Ophthalmic Aneurysm Flow Diversion with or without Adjunctive Coiling by Mohammad Ammar Abdulrazzak

“…Clinical and angiographic data of 59 COAs treated with FD +/‐ coil embolization were available. …”
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The effects of 12 weeks of high-intensity interval rope skipping training on speed and power indexes in male soccer players by Bo Wei, Bo Wei, Wenhu Cheng, Jiangang Qiu

“…Data were analyzed via paired samples T-tests.Research ResultsResearch Results. …”
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Clinical and spectral-domain optical coherence tomography findings and changes in new-onset macular edema after silicone oil tamponade by Jun-Xing Bai, Xin Zheng, Xiao-Qing Zhu, Xiao-Yan Peng

“…SD-OCT was performed before pars plana vitrectomy, after SiO tamponade, and after SiO removal. Clinical and SD-OCT data was collected. Results CME was first noted at 28.83 ± 9.22 days after SiO tamponade. …”
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High-intensity focused ultrasound treatment for large and small solitary uterine fibroids by Chih-Ting Chang, Cherng-Jye Jeng, Cheng-Yu Long, Linus T. Chuang, Jenta Shen

“…This retrospective study used data from patients treated for uterine fibroids with ultrasound-guided high-intensity focused ultrasound (USgHIFU) from April 2015 to April 2019. …”
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Self-Driving Car Navigation With Single-Beam LiDAR and Neural Networks Using JavaScript by Trung Thi Hoa Trang Nguyen, Thanh Toan Dao, Thanh Binh Ngo, Vu Anh Phi

“…This paper presents the development of a system for simulating and visualizing autonomous vehicle navigation using a single-beam LiDAR sensor integrated with an artificial neural network, implemented entirely in JavaScript. …”
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Unmanned aerial vehicle hierarchical detection of leaf blast in rice crops based on a specific spectral vegetation index by Guangming LI, Dongxue ZHAO, Jinpeng LI, Shuai FENG, Chunling CHEN

“…This RBI was compared with 30 established vegetation indexes, using correlation analysis and visual comparison to further shortlist six superior indexes, including RBI. …”
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