Leveraging BiLSTM-CRF and adversarial training for sentiment analysis in nature-based digital interventions: Enhancing mental well-being through MOOC platforms by Juanjuan Zang

“…Objective This study aims to leverage annotated textual data from a Massive Open Online Course (MOOC) platform to conduct sentiment analysis of learners’ interactions with nature-based digital interventions, which seeks to enhance sentiment classification and provide insights into learners’ affective experiences, ultimately facilitating timely psychological interventions and improving curriculum design. …”
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Ethnomathematical test for mathematical creative thinking by Suherman Suherman, Tibor Vidákovich

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Mechanisms of three typical endocrine-disrupting chemicals causing myocardial infarction: Gene-level computational modeling by Jing-Xuan Zhou, Shan-Shan Chen, Zi-Yi Zheng, Wang-Bo Yuan, Xiong-Bo Liu, Hong-Gang Ni

“…., bisphenol A (BPA), bis(2-ethylhexyl) phthalate (DEHP) and dichlorodiphenyltrichloroethane (DDT) in MI were investigated by transcriptomic and proteomic analysis. By combining gene expression data and weighted gene coexpression network analysis (WGCNA), key target genes related to MI were selected and four key hub genes (MAP3K8, PDE4B, BCL2A1 and FGR) were identified by LASSO, support vector machine (SVM) and Boruta algorithm. …”
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One-Year Monitoring of the Evolution of SARS-CoV-2 Omicron Subvariants Through Wastewater Analysis (Central Italy, August 2023–July 2024) by Alessandra Nappo, Maya Petricciuolo, Giulia Berno, Agnese Carnevali, Cesare Ernesto Maria Gruber, Giulia Bicchieraro, Roberta Spaccapelo, Martina Rueca, Fabrizio Carletti, Pietro Giorgio Spezia, Carolina Veneri, Giuseppina La Rosa, Elisabetta Suffredini, Daniele Focosi, Giovanni Chillemi, Ermanno Federici, Fabrizio Maggi

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Textual construction of the hearing-impaired students’ recount texts: A case of students with special needs in writing to mean by Wawan Gunawan, Yanty Wirza, Nici Azhari Holik

“…Following a qualitative approach to data collection and analysis, this study relied on Systemic Functional Linguistics as the main conceptual framework for investigating types of theme and thematic progression patterns, and how these two elements showed the features of writing to mean among the hearing-impaired students. …”
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Time Series Anomaly Detection Using Transformer-Based GAN With Two-Step Masking by Ah-Hyung Shin, Seong Tae Kim, Gyeong-Moon Park

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Foraging Behaviour of the Black-Headed Heron at Kibimba Rice Scheme, Eastern Uganda by Sarah, Nachuha, M. Polycarp, Mwima

“…The closeness to a conspecific had a positive effect on the feeding efficiency of the Black-headed Heron as they foraged on fields with abundant prey (Phase 1) and a negative effect on fields with less abundant prey (Ploughed fields). Generally, the data seem to suggest that there is a functional relationship between the Black-headed Heron, and prey abundance, and the absence of interference competition on rice fields.…”
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Physicochemical and sensory properties of Southern Thai curry pastes by Rajnibhas Sukeaw Samakradhamrongthai, Taruedee Jannu, Tussanun Tongboonchu, Wanalee Sangpimpa, Phatthamon Srichan, Gerry Renaldi, Preeyabhorn Detarun, Sunisa Siripongvutikorn, Tanyarath Utaipan, Thawien Wittaya, Worapanit Chansuwan

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Relationship Between Location of Cell Transplantation and Recovery for Intracerebral Stem Cell Transplantation for Chronic Traumatic Brain Injury: Post-hoc Analysis of STEMTRA Tria... by Masahito Kawabori, Yasuaki Karasawa, Jun Suenaga, Hajime Nakamura, Hideaki Imai, Takao Yasuhara, Naoki Tani, Tatsuya Sasaki, Takashi Kawasaki, Kenta Totsuka, Dai Chida, Yoichi M. Ito, Tetsuya Yamamoto, Isao Date, Shota Tanaka, Haruhiko Kishima, Miki Fujimura

“…This study aimed to explore the relationship between functional recovery and the location of transplanted lesions. …”
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Identification of potential therapeutic targets in prostate cancer through a cross‐species approach by Sarah Jurmeister, Antonio Ramos‐Montoya, Chiranjeevi Sandi, Nelma Pértega‐Gomes, Karan Wadhwa, Alastair D Lamb, Mark J Dunning, Jan Attig, Jason S Carroll, Lee GD Fryer, Sérgio L Felisbino, David E Neal

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Stress distribution by parafunctional loading on tooth–implant, implant–implant, and tooth–tooth-supported prosthesis: A comparative three-dimensional finite element analysis by P Ambili Ravindran, Rohit Raghavan, Kiran Christopher, Sethu Sramadathil, Ann George, Athira Kattachirakunnel Sasi

“…Setting and Design: In vitro study, Finite element analysis. Meterials and Methods: Cone-beam computed tomography data was used by Mimics software (Materialize Mimics 19) to create a three-dimensional finite element simulation of the jaw. …”
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Transcriptomic Analysis Reveals Candidate Hub Genes and Putative Pathways in <i>Arabidopsis thaliana</i> Roots Responding to <i>Verticillium longisporum</i> Infection by Qiwei Zheng, Yangpujia Zhou, Sui Ni

“…After performing GEO2R analysis and filtering out low-quality data, 222 differentially expressed genes (DEGs) were identified, of which 184 were upregulated. …”
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Exploring the level of metabolic reprogramming and the role of prognostic factor SF3A3 in hepatocellular carcinoma through integrated single-cell landscape analysis. by Wanshuo Wei, Yuan Gan, Xindan Zhang, Yumo Chen, Zengfeng Huang, Shuhan Wang, Xiaomei Xie, Yongle Li, Pengtao Qin, Lihe Jiang

“…Gene Ontology (GO) enrichment analysis revealed that these cell subsets were involved in a variety of biological processes such as immune response, cell communication, and metabolic pathways, which were consistent with their functional roles. …”
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Modeling the Impact of Human Awareness and Insecticide Use on Malaria Control: A Fractional-Order Approach by Mlyashimbi Helikumi, Thobias Bisaga, Kimulu Ancent Makau, Adquate Mhlanga

“…We analyzed the stability of the proposed model using a well-formulated Lyapunov function. Furthermore, model parameter estimation was carried out using real data from malaria cases reported in Zimbabwe. …”
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The Relationship Between Urine Test Findings and Disease Outcomes in Hospitalized Patients With COVID-19 by Nafiseh Amerion, Hossein Ebrahimi, Shahrbanou Goli, Hossein Bagheri, Marzieh Rouhani

“…Logistic regression analysis and independent and dependent t-tests were used for data analysis. …”
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Integrated single-cell analysis reveals distinct epigenetic-regulated cancer cell states and a heterogeneity-guided core signature in tamoxifen-resistant breast cancer by Kun Fang, Aigbe G. Ohihoin, Tianxiang Liu, Lavanya Choppavarapu, Bakhtiyor Nosirov, Qianben Wang, Xue-Zhong Yu, Sailaja Kamaraju, Gustavo Leone, Victor X. Jin

“…A variety of cell types among breast tumor tissues were identified, PT- and RT-specific cancer cell states (CSs) were defined, and a heterogeneity-guided core signature (HCS) was derived through such integrated analysis. Functional experiments were performed to validate the oncogenic role of BMP7, a key gene within the core signature. …”
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Unlocking Gait Analysis Beyond the Gait Lab: High-Fidelity Replication of Knee Kinematics Using Inertial Motion Units and a Convolutional Neural Network by Stefano A. Bini, MD, Nicholas Gillian, PhD, Thomas A. Peterson, PhD, Richard B. Souza, PhD, PT, Brooke Schultz, MS, ACE-CPT, Wojciech Mormul, MS, Marek K. Cichoń, MS, Agnieszka Barbara Szczotka, MS, Ivan Poupyrev, PhD

“…Conclusions: The findings highlight the potential of leveraging raw data from wearable inertial sensors and machine learning algorithms to reproduce gait lab-quality kinematic data outside the laboratory settings for the study of knee function following joint injury, surgery, or the progression of joint disease.…”
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BBB proteomic analysis reveals that complex febrile seizures in infancy enhance susceptibility to epilepsy in adulthood through dysregulation of ECM-receptor interaction signaling... by Qian Wang, Liangyu Pan, Siruan Chen, Yuyu Zhang, Guangyuan Liu, Yiying Wu, Xia Qin, Panpan Zhang, Wei Zhang, Jianghua Zhang, Dezhi Kong

“…The brain microvessels representing BBB function were isolated and their protein expression changes were analyzed using data-independent acquisition (DIA) proteomic techniques. …”
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Identification of high confidence genes involved in the manifestation of ventricular septal defect by Chaithra Shanthithadda, Nallur Basappa Ramachandra

“…Methods The whole exome sequencing was performed on 24 congenital heart disease (CHD) subjects, 19 with VSD, two with VSD-associated atrial septal defects (ASD), and three with tetralogy of fallot (ToF). Besides, data mining using two CHD databases, a knowledgebase for nonsyndromic congenital heart disease-associated risk factors (CHD-RF-KB), and CHDbase and PubMed using medical subject headings were performed to prioritize the genes for further analysis in our study. …”
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A New Ground-Motion Prediction Model for Shallow Crustal Earthquakes in Türkiye by Ulubey Çeken, Fadime Sertçelik, Abdullah İçen

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