GNEA: A Graph Neural Network with ELM Aggregator for Brain Network Classification by Xin Bi, Zhixun Liu, Yao He, Xiangguo Zhao, Yongjiao Sun, Hao Liu

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Filter Implementation for Power-Efficient Chromatic Dispersion Compensation by Christoffer Fougstedt, Alireza Sheikh, Pontus Johannisson, Per Larsson-Edefors

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Increasing the Accessibility of Causal Domain Knowledge via Causal Information Extraction Methods: A Case Study in the Semiconductor Manufacturing Industry by Houssam Razouk, Leonie Benischke, Daniel Gärber, Roman Kern

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Eigenvector biomarker for prediction of epileptogenic zones and surgical success from interictal data by Sayantika Roy, Armelle Varillas, Armelle Varillas, Emily A. Pereira, Patrick Myers, Patrick Myers, Golnoosh Kamali, Kristin M. Gunnarsdottir, Kristin M. Gunnarsdottir, Nathan E. Crone, Adam G. Rouse, Jennifer J. Cheng, Michael J. Kinsman, Patrick Landazuri, Patrick Landazuri, Utku Uysal, Carol M. Ulloa, Nathaniel Cameron, Sara Inati, Kareem A. Zaghloul, Varina L. Boerwinkle, Sarah Wyckoff, Niravkumar Barot, Jorge González-Martínez, Joon Y. Kang, Sridevi V. Sarma, Sridevi V. Sarma

“…To test this, we build patient-specific DNMs from interictal iEEG data collected from 65 patients treated across 6 centers. From each DNM, we compute the average leading eigenvectors and evaluate their potential as a biomarker to accurately predict EZ and surgical success.Results:Our findings show the ability of the leading eigenvector to accurately predict EZ (average accuracy 66.81% ± 0.19%) and surgical success (average accuracy 71.9% ± 0.22%) with data from 65 patients across 6 centers from 5 min of data, which we show is comparable with the current method of localizing the EZ over several weeks.Discussion:This eigenvector biomarker has the potential to assist clinicians in localizing the EZ quickly and thus increase surgical success in patients with MRE, resulting in an improvement in patient care and quality of life.…”
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Virtual fragment screening for DNA repair inhibitors in vast chemical space by Andreas Luttens, Duc Duy Vo, Emma R. Scaletti, Elisée Wiita, Ingrid Almlöf, Olov Wallner, Jonathan Davies, Sara Košenina, Liuzhen Meng, Maeve Long, Oliver Mortusewicz, Geoffrey Masuyer, Flavio Ballante, Maurice Michel, Evert Homan, Martin Scobie, Christina Kalderén, Ulrika Warpman Berglund, Andrii V. Tarnovskiy, Dmytro S. Radchenko, Yurii S. Moroz, Jan Kihlberg, Pål Stenmark, Thomas Helleday, Jens Carlsson

“…We computationally dock a set of 14 million fragments to 8-oxoguanine DNA glycosylase (OGG1), a difficult drug target involved in cancer and inflammation, and evaluate 29 highly ranked compounds experimentally. …”
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Automatic Traffic Data Collection under Varying Lighting and Temperature Conditions in Multimodal Environments: Thermal versus Visible Spectrum Video-Based Systems by Ting Fu, Joshua Stipancic, Sohail Zangenehpour, Luis Miranda-Moreno, Nicolas Saunier

“…Although new camera technologies, including thermal video sensors, may improve the performance of digital video-based sensors, their performance under various conditions has rarely been evaluated at multimodal facilities. The purpose of this research is to integrate existing computer vision methods for automated data collection and evaluate the detection, classification, and speed measurement performance of thermal video sensors under varying lighting and temperature conditions. …”
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The Diagnostic Value of the Interstitial Biomarkers KL-6 and SP-D for the Degree of Fibrosis in Combined Pulmonary Fibrosis and Emphysema by Shigeki Chiba, Hiromitsu Ohta, Kyoko Abe, Shu Hisata, Shinya Ohkouchi, Yasushi Hoshikawa, Takashi Kondo, Masahito Ebina

“…Although the diagnostic findings of both emphysematous and fibrotic regions are detectable by high-resolution computed tomography (HRCT) of the chest, the degree of progressive fibrosis, which increases with emphysematous lesions, is difficult to evaluate. …”
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Single-Stage Continent Reconstruction of Composite Pericommissural Defects Using a Combination of Pacman-Style Free Radial Forearm Flaps and Modified Elastic Musculomucosal Flaps by T.M. Balakrishnan, M. Aruna, Prethee Martina Christabel, J. Jaganmohan

“…At the end of the follow-up period, they were assessed using the objective institutional scoring system by two independent observers and final score was computed for each patient. Results The average score obtained at the end of the follow-up period was 11.5 (p = 0.035) using the institutional assessment scoring system, which evaluated both the overall aesthesis and function of the neo-commissure and modiolus. …”
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The role of endoscopic ultrasound in the diagnosis and characterization of focal liver lesions by Ahmed Morad Hashim, Gamal Eldin Mansour Mohamed Gamal, Abeer Abdellatef, Hany Hagag Ahmed

“…These lesions are frequently found in patients with colorectal cancer, cirrhosis, or incidentally during evaluations for abdominal pain or shock. Several established diagnostic tools such as magnetic resonance imaging (MRI), transabdominal ultrasound (US), and computed tomography (CT) are well-studied for assessing liver diseases. …”
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Fourier and Inverse Fourier Transform Model for Delayed Self-interferometry System by Ling Zhang, Weilin Xie, Yuxiang Feng, Zhangweiyi Liu, Haijun Zhou, Yinxia Meng, Yuanshuo Bai, Wei Wei, Yi Dong

“…Understanding the effects of laser phase and frequency noise on laser interferometry is significant for evaluating the system performance. To precisely study the performance limit caused by laser frequency noise, here we propose and demonstrate a versatile model based on the Fourier and inverse Fourier transform (FIFT) method. …”
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Sonification of Deproteinized Bovine Bone Functionalized with Genistein Enhances Bone Repair in Peri-Implant Bone Defects in Ovariectomized Rats by Nathália Dantas Duarte, Gabriel Mulinari-Santos, Fábio Roberto de Souza Batista, Marcelly Braga Gomes, Naara Gabriela Monteiro, Ana Cláudia Ervolino da Silva, Reinhard Gruber, Paulo Noronha Lisboa-Filho, Pedro Henrique Silva Gomes-Ferreira, Roberta Okamoto

“…After twenty-eight days, implant removal torque was determined, and the peri-implant bone parameters were calculated based on computed microtomography. Additionally, the gene expression of bone turnover markers was evaluated. …”
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Osteoid Osteoma Treated with Radiofrequency Ablation by Murat Çakar, Cem Zeki Esenyel, Metin Seyran, Ali Çağrı Tekin, Müjdat Adaş, Mehmet Kürşad Bayraktar, Ünsal Coşkun

“…Purpose. Our aim is to evaluate the results of treatment with computed tomography (CT) guided percutaneous radiofrequency ablation for osteoid osteomas which were localized in a difficult area for operation. …”
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Fetal Right Ventricular Diverticulum Detected by Prenatal Ultrasound Screening by Daisuke Katsura, Kaori Hayashi, Shunichiro Tsuji, Tetsuo Ono, Akiko Ishiko, Kentaro Takahashi, Takashi Murakami

“…Delivery was performed at full term by cesarean section, and a right ventricular diverticulum was confirmed by postnatal cardiac computed tomography. The baby developed normally with no cardiac sequelae during followup. …”
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A Parseval-Goldstein type theorem on the widder potential transform and its applications by O. Yürekli, I. Sadek

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Electro‐Acupuncture to Treat Disorder of Consciousness (AcuDoc): Study Protocol for a Randomized Sham‐Controlled Trial by Kaiqi Lin, Jixiang Chen, Jiahui Pan, Ruihong Wang, Shibiao Wu, Wanxing Wen, Yuanqing Li, Lixin Wang, Fang Yuan

“…All patients receive behavioral assessments (CRS‐R and brain–computer interface), neurophysiological evaluations (EEG, somatosensory evoked potentials, brainstem auditory evoked potentials), and neuroimaging evaluations (rs‐fMRI, amide proton transfer, intravoxel incoherent motion, neurite orientation dispersion and density imaging) before and after the 14‐day EA or sham‐EA treatment. …”
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Searching for Low-mass Exoplanets amid Stellar Variability with a Fixed Effects Linear Model of Line-by-line Shape Changes by Joseph Salzer, Jessi Cisewski-Kehe, Eric B. Ford, Lily L. Zhao

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Time Series Classification Using Federated Convolutional Neural Networks and Image-Based Representations by Felipe A. R. Silva, Omid Orang, Fabricio Javier Erazo-Costa, Petronio C. L. Silva, Pedro H. Barros, Ricardo P. M. Ferreira, Frederico Gadelha Guimaraes

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Genetics, epidemiology and management of clubfoot and related disorders by Muhammad Umar, Liping Tong, Hongting Jin, Tamas Terebessy, Di Chen

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Acceptance and awareness of COVID-19 vaccine among healthcare professionals and students in India. A questionnaire based study by Meenakshi Upadhyay, Ankit Mahajan, Santosh K. Subudhi, Mohina Aggarwal, Madhura Pawar, Guna Shekhar

“…Statistical Analysis: Responses obtained were statistically evaluated by SPSS software Version 21.0. Descriptive statistical analysis was performed for frequency, percentages, mean, and standard deviation computation. …”
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Method of Analysis of the Temporomandibular Joint Parameters According to Magnetic Resonance Imaging by D. К. Yudin, S. А. Gette

“…The absence of a universal technique of updating a particular diagnostic method data makes it impossible to evaluate the effectiveness of treatment.Objective: to evaluate the universality of magnetic resonance imaging (MRI) in the diagnosis and determination of tactics for the treatment of TMJ pathologies.Material and methods. …”
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