MSBiLSTM-Attention: EEG Emotion Recognition Model Based on Spatiotemporal Feature Fusion by Yahong Ma, Zhentao Huang, Yuyao Yang, Zuowen Chen, Qi Dong, Shanwen Zhang, Yuan Li

“…This paper introduces a novel deep learning technique that integrates multi-scale convolution and bidirectional long short-term memory networks with an attention mechanism for automatic EEG feature extraction and classification. By using raw EEG data, the method applies multi-scale convolutional neural networks and bidirectional long short-term memory networks to extract and merge features, selects key features via an attention mechanism, and classifies emotional EEG signals through a fully connected layer. …”
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Pioneering era in paediatric tuberculosis: Utilization of 3D printing technology by Shubham Singh, Mohit Kumar, Deeksha Choudhary, Devesh Kumar, Dikshant, Shital Zambad, Shruti Chopra, Manjeet Bansal, Amit Bhatia

“…The 3D printing enables the creation of anatomically accurate models derived from patient-specific imaging data. These models aid clinicians in preoperative planning, facilitating precise surgical interventions for complicated TB cases in children. …”
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A Possible Common Physics Picture Reflected by the Gamma-Ray Emission of the Galactic Center by Lin Nie, Yi-Qing Guo, Si-Ming Liu

“…We suggest that the low-energy (GeV) power-law spectrum originates from interactions between trapped background “sea” cosmic ray particles and the dense gaseous environment near the Galactic center. …”
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Impact of a digital platform and flare risk blood biomarker index on lupus: A study protocol design for evaluating self efficacy and disease management by Eldon R. Jupe, Mohan Purushothaman, Bruce Wang, Gerald Lushington, Sandeep Nair, Vijay R. Nadipelli, Bernard Rubin, Melissa E. Munroe, Jessica Crawley, Sneha Nair, Georg Armstrong, Arif Sorathia, Brett Adelman

“…Participants will be given a mobile study app interfaced with a smartwatch to record activity, heart rate, and sleep quality. The app will be used to administer patient-reported outcome (PRO) surveys and health coaching. …”
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Determinants of adherence towards tuberculosis guidelines among Indonesian private practitioners: a qualitative study by Philip C Hill, Megan B Murray, Bachti Alisjahbana, Bony Wiem Lestari, Reinout van Crevel, Nur Afifah, Susan McAllister, Adriana Viola Miranda, Erna Herawati, Panji Fortuna Hadisoemarto, Marlies Hulscher

“…This study examines what affects the decisions of Indonesian PPs regarding TB management.Methods We performed semistructured in-depth interviews and focus group discussions (FGDs) with 24 PPs and 6 relevant stakeholders. Data collection and analysis were based on Flottorp’s comprehensive and generic checklist on determinants of healthcare professional practice, including seven domains: guideline factors; individual professional barriers; patient factors; professional interactions; incentives and resources; organisational changes capacity and social, legal and political factors. …”
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High cGAS-STING expression associates with improved efficacy of neoadjuvant chemo-immunotherapy in head and neck squamous cell carcinoma by Miao Wang, Menglin Shi, Yiming Ding, Zishanbai Zhang, Yuze Ge, Zhixin Li, Yixin Jing, Honglian Hu, Xiaohong Chen

“…The T cell abundance and tumor-T cell interactions in different CGAS and STING1 expression groups were analyzed using bulk RNA-seq and scRNA-seq data from open databases.ResultsThe mRNA expressions of CGAS and STING1 were negatively correlated with the IC50 of docetaxel and positively correlated with the efficacy of anti-PD-1 treatment (p<0.05). …”
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Association between red blood cell distribution width and genetic risk in patients with rheumatoid arthritis: a prospective cohort study and Mendelian randomization analysis by Mingyang Chen, Jing Lei, Zhenqiu Liu, Renjia Zhao, Yanfeng Jiang, Kelin Xu, Tiejun Zhang, Chen Suo, Xingdong Chen

“…This study aimed to investigate the associations between RDW, genetics, and the risk of developing RA. Methods We analysed data from 145,025 healthy participants at baseline in the UK Biobank. …”
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Small molecule modulation of protein corona for deep plasma proteome profiling by Ali Akbar Ashkarran, Hassan Gharibi, Seyed Amirhossein Sadeghi, Seyed Majed Modaresi, Qianyi Wang, Teng-Jui Lin, Ghafar Yerima, Ali Tamadon, Maryam Sayadi, Maryam Jafari, Zijin Lin, Danilo Ritz, David Kakhniashvili, Avirup Guha, Mohammad R. K. Mofrad, Liangliang Sun, Markita P. Landry, Amir Ata Saei, Morteza Mahmoudi

“…Our molecular dynamics results reveal that phosphatidylcholine interacts with albumin via hydrophobic interactions, H-bonds, and water bridges. …”
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Safety of Simultaneous Scalp and Intracranial EEG and fMRI: Evaluation of RF-Induced Heating by Hassan B. Hawsawi, Anastasia Papadaki, Vejay N. Vakharia, John S. Thornton, David W. Carmichael, Suchit Kumar, Louis Lemieux

“…We have previously demonstrated that concurrent intracranial EEG (icEEG) and fMRI data acquisitions (icEEG-fMRI) can be performed with acceptable risk in specific conditions using a head RF transmit coil. …”
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Gambogenic Acid Suppresses Malignant Progression of Non-Small Cell Lung Cancer via GCH1-Mediated Ferroptosis by Menghan Wang, Jiao Liu, Wenxi Yu, Jiancang Shao, Yang Bao, Mingming Jin, Qingqing Huang, Gang Huang

“…Flow cytometry was used to detect apoptosis and the cell cycle. Proteomic analysis and LiP-SMap were used to detect the downstream target of GNA. …”
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Association of cardiovascular health with MAFLD and mortality in overweight and obese adults and mediation by inflammation and insulin resistance by Wanjia Zhang, Menglong Zou, Junyao Liang, Dexu Zhang, Man zhou, Hui Feng, Chusen Tang, Jie Xiao, Qian Zhou, Weiqing Yang, Xiaoqin Tan, Yin Xu

“…This retrospective study used data from the National Health and Nutrition Examination Survey (NHANES, 2007–2018), including 6,885 overweight and obese individuals. …”
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Integrative single-cell and spatial transcriptomics uncover ELK4-mediated mechanisms in NDUFAB1+ tumor cells driving gastric cancer progression, metabolic reprogramming, and immune... by Yuwei Sun, Wenyang Nie, Zhikai Xiahou, Xiaojing Wang, Wenjia Liu, Zongkai Liu, Zhiheng Lin, Zhaidong Liu

“…CellChat was used to analyze the interactions between key cell subtypes and other cells, and the “StLearn” package was employed to investigate spatial cell communication in depth. …”
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Enhancing Black Soil Fertility and Microbial Community Structure via Microbial Agents to Reduce Chemical Fertilizer Dependency: A Strategy to Boost Maize Yield by Fenglin Zhang, Nan Wang, Chenyu Zhao, Luze Yang, Xingmin Zhao, Hongjun Gao, Fugui Zhang, Hongbin Wang, Ning Huang

“…Meanwhile, the absolute quantification data of bacteria also indicated the highest bacterial abundance and diversity in MC80 samples. …”
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The PM_2.5-Bound Polycyclic Aromatic Hydrocarbon Behavior in Indoor and Outdoor Environments, Part III: Role of Environmental Settings in Elevating Indoor Concentrations... by Gordana Jovanović, Mirjana Perišić, Timea Bezdan, Svetlana Stanišić, Kristina Radusin, Aleksandar Popović, Andreja Stojić

“…Subsequently, we explained the best-performing model locally using Shapley additive explanations and clustered variables with similar impacts into distinct groups. …”
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Effectiveness of the flipped classroom versus the traditional teaching method in enhancing learning among undergraduate medical students by Dipti Mohapatra, Arati Meher, Prakash Kumar Sahoo, Tapaswini Mishra, Arati Mohanty

“…Wilcoxon and Mann-Whitney tests were used to analyse the data for statistical significance. …”
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Implementing the My Positive Health dialogue tool for children with a chronic condition: barriers and facilitators by S. de Jong-Witjes, E. E. Berkelbach van der Sprenkel, M. C. Kars, M. Huber, S. L. Nijhof, R. Nuboer, D. M. Broekhuijsen-van Henten, C. A. Lasham, E. G.A.H. van Mil, E. M. van de Putte

“…Methods We conducted a mixed-methods study involving six Dutch pediatric outpatient clinics. Quantitative data on facilitators and barriers were obtained from 18 out of 20 participating HCPs (pediatricians, nurse practitioners and physician assistants) using the Measurement Instrument for Determinants of Innovations. …”
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Broadening the <i>PHIP</i>-Associated Neurodevelopmental Phenotype by Giulia Pascolini, Giovanni Luca Scaglione, Balasubramanian Chandramouli, Daniele Castiglia, Giovanni Di Zenzo, Biagio Didona

“…We performed a clinical exome analysis on his biological sample, as well as an in silico prediction of the obtained data. At the same time, we interrogated the DeepGestalt technology powered by Face2Gene (F2G), using a frontal image of the proband, and clinically reviewed the earlier CHUJANS patients. …”
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Intestinal fibrosis associated with inflammatory bowel disease: Known and unknown by Yao Zhang, Haiming Zhuang, Kai Chen, Yizhou Zhao, Danshu Wang, Taojing Ran, Duowu Zou, Yuanyuan Ji

“…We conducted a literature review using data from PubMed up to October 2024, focusing on studies related to IBD and fibrosis. …”
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Impact of human activities and building characteristics on indoor air quality in low-income urban settlement by Fathina Izmi Nugrahanti, Mochamad Donny Koerniawan, Dewi Larasti, Agustinus Adib Abadi, Müslüm Arıcı, Surjamanto Wonorahardjo

“…Materials and methods: Particulate Matter (PM), Carbon dioxide (CO₂), airflow, temperature, and relative humidity were continuously measured using calibrated sensors in two seasons. Data on the active ventilation openings, indoor characteristics (material, volume, layout, and indoor porosity), real- time activity, and occupant’s perception were recorded through questionnaire. …”
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Guiding cultivar choice in smallholder agriculture: Identifying suitability hotspots for maturity groups of field crops by Uwe Grewer, Peter de Voil, Dilys S. MacCarthy, Daniel Rodriguez

“…However, there is a substantial lack of data-driven maturity group recommendations at a detailed spatial scale. …”
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