Post-COVID effect on heart after recovery based on hybrid EfficientNet-DBN with multilevel classification using ECG images by Mohammed Abdul Basith Ali Khan, Edara Sreenivasa Reddy

“…The experimental outcome showed that EfficientNet-DBN attained a maximum accuracy of 89.80%, sensitivity of 94.70%, and specificity of 91.80%.…”
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Negative Emotions in Migraineurs Dreams: The Increased Prevalence of Oneiric Fear and Anguish, Unrelated to Mood Disorders by F. De Angeli, C. Lovati, L. Giani, C. Mariotti D'Alessandro, E. Raimondi, V. Scaglione, D. Castoldi, E. Capiluppi, C. Mariani

“…It may be due to the recorded negative sensations induced by recurrent migraine pain, but it may just reflect a peculiar attitude of the mesolimbic structures of migraineurs brain, activated in both dreaming and migraine attacks.…”
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Characterization of Metabolically Healthy Obese People and Metabolically Unhealthy Normal-Weight People in a General Population Cohort of the ABCD Study by Silvio Buscemi, Pierfilippo Chiarello, Carola Buscemi, Davide Corleo, Maria Fatima Massenti, Anna Maria Barile, Giuseppe Rosafio, Vincenza Maniaci, Valentina Settipani, Loretta Cosentino, Carla Giordano

“…In addition, 36.7% of the normal-weight participants were MUH. HOMA-IR, high sensitivity C-reactive protein, and the carotid intima-media thickness were significantly different in the 4 subgroups (P<0.001), with higher values observed in the MUH normal-weight and obese groups. …”
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Enhancing Clinical Decision Making by Predicting Readmission Risk in Patients With Heart Failure Using Machine Learning: Predictive Model Development Study by Xiangkui Jiang, Bingquan Wang

“…ResultsThe graph convolutional network model showed the highest prediction accuracy with an area under the receiver operating characteristic curve of 0.831, accuracy of 75%, sensitivity of 52.12%, and specificity of 90.25%. …”
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Solution for Forward Kinematics of Parallel Mechanism based on PSO-BPNN and Newton-Raphson Algorithm by Qiguo Hu, Yanli Luo, Lijie Cao, Jun Zhang

“…Taking parallel mechanism as a research object， aiming at the problem that neural network algorithm is easy to fall into local optimization and the Newton-Raphson algorithm is sensitive to the initial value of iteration when solving forward kinematics， a general forward kinematics algorithm combining PSO-BPNN and Newton-Raphson algorithm is proposed. …”
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An RGB-D-Based Cross-Field of View Pose Estimation System for a Free Flight Target in a Wind Tunnel by Sheng Liu, Yuan Feng, Kang Shen, Yangqing Wang, Shengyong Chen

“…Based on all the input multimodal information, a so-called cross-FOV model is proposed to recognize the dominating sensor and accurately extract the foreground region in an automatic manner. …”
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Bacterial Profile and Antibiotic Resistance in Patients with Diabetic Foot Ulcer in Guangzhou, Southern China: Focus on the Differences among Different Wagner’s Grades, IDSA/IWGDF... by Xiaoying Xie, Yunwen Bao, Lijia Ni, Dan Liu, Shaona Niu, Haixiong Lin, Hongyu Li, Chaohui Duan, Li Yan, Songyin Huang, Zhaofan Luo

“…Different bacterial profiles and antibiotic sensitivity were found in different DFU grades and types. …”
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Immunological Changes in Peripheral Blood of Ankylosing Spondylitis Patients during Anti-TNF-α Therapy and Their Correlations with Treatment Outcomes by Rongjuan Chen, Hongyan Qian, Xiaoqing Yuan, Shiju Chen, Yuan Liu, Bin Wang, Guixiu Shi

“…Tumor necrosis factor-α (TNF-α) inhibitors are the main types of biological conventional synthetic disease-modifying antirheumatic drugs and have efficacy in treating ankylosing spondylitis (AS) which is not sensitive for nonsteroidal anti-inflammatory drug. …”
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Impact of the Contamination Method on the Disinfection of N95 Respirators: Drops versus Aerosols by Mirna Alameddine, Oluchi Okoro, Loïc Wingert, Geneviève Marchand, Benoit Barbeau

“…Disinfection was determined sensitive to the method of contamination (p < 0.001). …”
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A Simulated Galaxy Laboratory: Exploring the Observational Effects on UV Spectral Absorption Line Measurements by R. Michael Jennings, Alaina Henry, Valentin Mauerhofer, Timothy Heckman, Claudia Scarlata, Cody Carr, Xinfeng Xu, Mason Huberty, Simon Gazagnes, Anne E. Jaskot, Jeremy Blaizot, Anne Verhamme, Sophia R. Flury, Alberto Saldana-Lopez, Matthew J. Hayes, Maxime Trebitsch

“…Ultraviolet absorption line spectroscopy is a sensitive diagnostic for the properties of interstellar and circumgalactic gas. …”
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Detection of Data Integrity Attack Using Model and Data-Driven-Based Approach in CPPS by G. Y. Sree Varshini, S. Latha

“…The attack magnitude injected by the adversary is stealthier and it cannot be detected using conventional bad data detection techniques. Protecting sensitive data from data integrity attacks (DIA) is essential for ensuring system security and reliability. …”
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Predictive Analysis of Structural Damage in Submerged Structures: A Case Study Approach Using Machine Learning by Alexandre Brás dos Santos, Hugo Mesquita Vasconcelos, Tiago M. R. M. Domingues, Pedro J. S. C. P. Sousa, Susana Dias, Rogério F. F. Lopes, Marco L. P. Parente, Mário Tomé, Adélio M. S. Cavadas, Pedro M. G. P. Moreira

“…This study focuses on the development of a machine learning (ML) model to elaborate on predictions of structural damage in submerged structures due to ocean states and subsequently compares it to a real-life case of a 6-month experiment with a benthic lander bearing a multitude of sensors. The ML model uses wave parameters such as height, period and direction as input layers, which describe the ocean conditions, and strains in selected points of the lander structure as output layers. …”
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Data Verification of Logical Pk-Anonymization with Big Data Application and Key Generation in Cloud Computing by Sindhe Phani Kumar, R. Anandan

“…Logical Pk-Anonymization and key era techniques are proposed in this proposed artwork in order to verify the cloud records, as well as to store sensitive information in the cloud. Cloud-based informational indexes are used in the proposed framework, which is effective at handling large amounts of data through MapReduce; a parallel data preparation form is obtained; to get all information as new facts that joins after a while, information anonymization techniques to carry out each protection and immoderate information utilization while updating take place; information loss and clean time is reduced for substantial amounts of data. …”
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Spatially Explicit Estimation of Clay and Organic Carbon Content in Agricultural Soils Using Multi-Annual Imaging Spectroscopy Data by Heike Gerighausen, Gunter Menz, Hermann Kaufmann

“…The objective of this study was to evaluate the potential of multi-annual hyperspectral images acquired with the HyMap sensor (450–2480 nm) during three flight campaigns in 2004, 2005, and 2008 for the prediction of clay and organic carbon content on croplands by means of partial least squares regression (PLSR). …”
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Interactive effects of social media use and puberty on resting-state cortical activity and mental health symptoms by Nathan M. Petro, Giorgia Picci, Lauren K. Webert, Mikki Schantell, Jake J. Son, Thomas W. Ward, Kellen M. McDonald, Cooper L. Livermore, Abraham D. Killanin, Danielle L. Rice, Grace C. Ende, Anna T. Coutant, Erica L. Steiner, Tony W. Wilson

“…Importantly, later pubertal stages may be most sensitive to the detrimental effects of social media use.…”
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HAVCR1 Affects the MEK/ERK Pathway in Gastric Adenocarcinomas and Influences Tumor Progression and Patient Outcome by Ji Xue, Ying Li, Jianfeng Yi, Hong Jiang

“…The hepatitis A virus cellular receptor 1 (HAVCR1) gene as a sensitive and specific biomarker has been reported in various diseases. …”
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Study of the mechanical compression properties of Rosa sterilis S.D. Shi based on FEM by Siqian Wang, Peixuan Mao, Wenxin Feng, Yufei Yang, Yuelong Yu, Xinyue Hou, Zhiping Xie

“…There is significant directional sensitivity in the compression resistance of Rosa sterilis S.D. …”
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Field study on the suitability of oral fluid samples for monitoring of Lawsonia intracellularis and Brachyspira hyodysenteriae by multiplex qPCR under field conditions by Matthias Eddicks, Gerald Reiner, Sigena Junker, Hermann Willems, Sabrina Becker, Julia Stadler, Josefine Hagn, Mathias Ritzmann

“…However, multiple pen testing should be conducted to increase the diagnostic performance and sensitivity.…”
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Aflatoxins in Uganda: An Encyclopedic Review of the Etiology, Epidemiology, Detection, Quantification, Exposure Assessment, Reduction, and Control by Timothy Omara, Winfred Nassazi, Tom Omute, Aburu Awath, Fortunate Laker, Raymond Kalukusu, Bashir Musau, Brenda Victoria Nakabuye, Sarah Kagoya, George Otim, Eddie Adupa

“…On the detection and control, these are still marginal, though some devoted scholars have devised and validated a sensitive portable device for on-site aflatoxin detection in maize and shown that starter cultures used for making some cereal-based beverages have the potential to bind aflatoxins. …”
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Analysis of No.1 Flood Disaster in Poyang Lake Basin in 2020 Based on Natural Disaster System Theory by LIAN Yuechen, GAO Lu, MA Miaomiao, WANG Lan, LIN Hui

“…China is one of the countries most hit by flood disasters in the world.Flood disasters have the highest frequency,are distributed in the widest scope,and cause the largest loss in China.It is of great guiding significance to analyze the characteristics of disaster system elements for a better understanding of the evolution process of flood disasters.This study collects the disaster-formative environment (topography and river network),disaster-bearing body (socioeconomy),disaster-inducing factor (daily rainfall),and disaster losses in the core area of the Poyang Lake Basin.Moreover,it investigates the disaster mechanism and evolution process of the No.1 flood disaster in the Poyang Lake Basin in 2020 and discusses the flood prevention and control measures for the Poyang Lake Basin.The results show that the high-intensity rainfall since June was the precondition of the No.1 flood disaster in 2020 in the Poyang Lake Basin,which led to almost saturated soil moisture.Under the joint action of extremely heavy rainfall from 1 to 8 July (strong disaster-inducing factor) and low elevation (high sensitivity of disaster-formative environment) in the core area of the Poyang Lake Basin,the floods spread quickly and flooded the socioeconomic system (disaster-bearing body) of the lake area in a short time.Case analyses of typical flood disasters from the perspective of disaster systems will help improve the capabilities for risk identification,disaster prevention,and disaster mitigation of regional flood disasters.…”
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