Parallel convolutional neural network and empirical mode decomposition for high accuracy in motor imagery EEG signal classification. by Jaipriya D, Sriharipriya K C

“…Our method focuses on identifying two- and four-class motor imagery EEG signal classifications. Additionally, we introduce a transfer learning technique to fine-tune the model for individual subjects, leveraging important features extracted from a group dataset. …”
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Masking is good, but conforming is better: The consequences of masking non-conformity within the college classroom. by Jessica Sullivan, Corinne Moss-Racusin, Kengthsagn Louis

“…Students reported that their desire for mask-conformity impacted both their willingness to enroll in courses and their actual masking behavior, suggesting both academic and public health impacts. …”
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MetaboLabPy—An Open-Source Software Package for Metabolomics NMR Data Processing and Metabolic Tracer Data Analysis by Christian Ludwig

“…The metabolabpy package contains classes to handle NMR data and all the numerical routines necessary to process and pre-process 1D NMR data and perform multiplet analysis on 2D-¹H, ¹³C HSQC NMR data. …”
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A Co-Evolutionary Genetic Algorithm Approach to Optimizing Deep Learning for Brain Tumor Classification by Abdelmgeid A. Ali, Mohamed T. Hammad, Hassan S. Hassan

“…However, achieving high accuracy in multi-class brain tumor classification remains a major challenge, driving continued research in this area. …”
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Classification of Slovenian Dry-Cured Ham – Kraški pršut – According to Texture Profile by Mateja Lušnic Polak, Tomaž Polak, Mojca Kuhar, Iva Zahija Jazbec, Tadej Kaltnekar, Lea Demšar

“…Pork thigh mass had a significant effect on the TPA parameters; light samples were harder, chewier, springier, more cohesive and resilient compared to the heavy samples. …”
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CRYβB2 alters cell adhesion to promote invasion in a triple-negative breast cancer cell line by Amr A. Waly, London Harper, Jodie M. Fleming, Lindsey M. Costantini

“…These findings provide a novel link between a previously identified differentially expressed gene, CRYβB2, in driving breast cancer phenotypes by modulating a class of adhesion proteins.…”
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Discrimination of Selected Cold-Pressed and Refined Oils by Untargeted Profiling of Phase Transition Curves of Differential Scanning Calorimetry by Mahbuba Islam, Montowska Magdalena, Fornal Emilia, Tomaszewska-Gras Jolanta

“…The OPLS-DA showed a distinct classification in six classes according to the types of oils. High OPLS-DA coefficients including R2X(cum)=0.971, R2(cum)=0.916 and Q2X(cum)=0.887 indicated good fitness of the model for oil discrimination. …”
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PENGARUH MODEL INKUIRI TERBIMBING TERHADAP KETERAMPILAN BERPIKIR KRITIS PADA MATA PELAJARAN FISIKA by Niki Harjilah, Rosane Medriati, Dedy Hamdani

“…The results of the descriptive analysis obtained an average score of critical thinking skills increased in the experimental class and based on the results of the hypothesis test with tcount > ttable (7.10059 > 1.66827),  it can be concluded that there is a significant effect of learning with guided inquiry models on critical thinking skills in the physics subjects. …”
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Optimization of data allocation in hierarchical memory for blocked shortest paths algorithms by A. A. Prihozhy

“…In first case, it formulates an equitable color-class-size constrained coloring problem on the conflict graph and solves it by developing deterministic and random algorithms. …”
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Post-Marketing Pharmacovigilance of Canakinumab from the FDA Adverse Event Reporting System (FAERS) by Weidong Zhang, Yunzhou Chen, Zeyu Yao, Mengling Ouyang, Minghui Sun, Shupeng Zou

“…Additionally, a stratification analysis of serious infections was conducted at the system organ class (SOC) level. <b>Results:</b> A total of 28,496 canakinumab-related AEs were collected, and 71 suspicious signals detected. …”
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Comportamiento de las alveolitis en los servicios de urgencias estomatológicas by Xiomara González García, María Milagros Cordón García, Sandra Maraydee Rojas González, Juan Cardentey García, Osmary Porras Mitjans

“…<p class="Standard"><strong>Fundamento</strong>: La alveolitis es la complicación postoperatoria más frecuente y dolorosa que acontece tras la extracción dentaria.…”
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Analog Replicator of Long Chaotic Radio Pulses for Coherent Processing by Lev Kuzmin, Elena Efremova, Pavel Vladyka, Vadim Itskov

“…The method can be implemented in various frequency ranges in the class of analog generators of chaotic oscillations, since the employed generation method, i.e., modulation of a transistor generator by supply voltage, is natural for radio engineering.…”
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Tumor CEMIP drives immune evasion of colorectal cancer via MHC-I internalization and degradation by Ying Zhu, Jiao Li, Tao Zhang, Lei Zhao, Min Jin, Jinghua Ren, Jing Tang, Haihong Wang, Zhenyu Lin, Qing Liang, Ruiqi Li, Biying Zhang, Qingling Hua, Guojie Xu, Jiayuan Chen, Lanqing Wang, Dejun Zhang, Dandan Yu

“…Background Loss of major histocompatibility complex class I (MHC-I) in tumor cells limits the use of immune checkpoint blockade (ICB) in colorectal cancer. …”
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The interplay of trophic interactions and game dynamics gives rise to life-history trade-offs, consistent personalities, and predator–prey and aggression power laws by Mohammad Salahshour

“…Furthermore, we demonstrate that the nonequilibrium dynamics of resource flow play a decisive role in driving the evolution of consistent personalities within and across populations. We identify a new class of aggression scaling laws arising from the interplay of ecological and evolutionary processes. …”
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Rapid diagnosis of bacterial vaginosis using machine-learning-assisted surface-enhanced Raman spectroscopy of human vaginal fluids by Xin-Ru Wen, Jia-Wei Tang, Jie Chen, Hui-Min Chen, Muhammad Usman, Quan Yuan, Yu-Rong Tang, Yu-Dong Zhang, Hui-Jin Chen, Liang Wang

“…The CNN model’s high prediction accuracy, cost-effectiveness, and extraordinary rapidity underscore its significant potential to enhance the diagnosis of BV in clinical settings. …”
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Exhibiting stable model of dark energy compact star with Tolman-VI solution under complexity free system by Hammad Nazar, Abdul Majeed, Ghulam Abbas, Asifa Ashraf, Phongpichit Channuie

“…In this manuscript, we explored a class of realistic solutions to the static and spherically symmetric field equations characterized by two fluid distributions: ordinary stellar matter and dark energy, within the framework of this formalism. …”
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Screening for schistosomiasis in a non-endemic setting: Accuracy of a rapid antibody test using finger prick blood by Margherita Ortalli, Bianca Granozzi, Michele Bacchiega, Concettina Di Lillo, Greta Roncarati, Silvia Stefania Longoni, Cristina Mazzi, Elisa Vanino, Zeno Bisoffi, Stefania Varani

“…Statistical analysis was performed using a Bayesian latent class model.We enrolled 198 subjects in the study. …”
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Parental Reported Bullying among Saudi Schoolchildren: Its Forms, Effect on Academic Abilities, and Associated Sociodemographic, Physical, and Dentofacial Features by Raghad S. Alabdulrazaq, Sanaa N. Al-Haj Ali

“…The youngest schoolchildren (8-11 years) and those who disliked school classes or neither liked nor hated them, as well as those who were truant from school, were more likely to be victims. …”
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Is the treatment of ankle osteoarthritis changing over time in Italy? Analysis of temporal trends for fusion and arthroplasty in a population-based study from 2001 to 2022 on the N... by Adriano Cuccu, Elena Manuela Samaila, Enrico Ciminello, Umberto Alfieri Montrasio, Fabrizio Cortese, Stefania Ceccarelli, Tiziana Falcone, Marina Torre

“…Surgical volumes, trends over time, classes of hospital activity volume, sex and age of patients, and population incidence rates were described. …”
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Assessing bnAb potency in the context of HIV-1 envelope conformational plasticity. by Caio Foulkes, Nikolas Friedrich, Branislav Ivan, Emanuel Stiegeler, Carsten Magnus, Daniel Schmidt, Umut Karakus, Jacqueline Weber, Huldrych F Günthard, Chloé Pasin, Peter Rusert, Alexandra Trkola

“…To verify that these sensitivity patterns are independent of the in vitro assay system, replication-competent SENSE-19 mutant viruses were tested on primary CD4 T cells. While loss of potency on SENSE-19 was registered for bnAbs from several classes recognizing quaternary epitopes on pre-triggered Env, structural destabilization benefitted MPER bnAbs and other inhibitors known to have post-CD4 attachment neutralization activity. …”
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