Deep learning approach with ConvNeXt-SE-attn model for in vitro oral squamous cell carcinoma and chemotherapy analysis by Abhay Nath, Om Roy, Priyanka Silveri, Sanskruti Patel

“…Globocan predicts that, OSCC will result in 389,846 new cases and 188,438 deaths globally during 2022 while maintaining an extremely poor 5-year survival rate at about 50%. Our method applies residual connections with Squeeze-and-Excitation blocks along with hybrid attention systems and enhanced activation functions and optimization algorithms to boost gradient movement throughout feature extraction. …”
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Shoreline time series analysis through the Isoradiometric method: Bridging landscape evolution and coastal management by F. Caldareri, N. Parrino, L. Balsamo, G. Dardanelli, S. Todaro, A. Sulli, A. Maltese

“…The systematic application of the Isoradiometric Method successfully characterized both natural variability patterns and anthropic impacts, providing quantitative baselines for interpreting Quaternary coastal processes while offering practical insights for shoreline monitoring and coastal management strategies. …”
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Single-cell RNA sequencing technology was employed to construct a risk prediction model for genes associated with pyroptosis and ferroptosis in lung adenocarcinoma by Longfei Ji, Binyu Wang, Danfei Shi, Weiyun Shen, Xinmin Li, Yong Li

“…Abstract Background Lung adenocarcinoma (LUAD) is one of the most common subtypes of non-small cell lung cancer, and its mortality rate remains high. As a programmed cell death mode closely related to inflammation, pyroptosis has been found to play an important regulatory role in the tumor immune microenvironment and tumor progression in recent years. …”
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Single-cell RNA sequencing reveals immunological link between house dust mite allergy and childhood asthma by Lingyun Zou, Kang Chen, Xianou Hong, Bo Ye

“…Nevertheless, the diagnostic rate remains below 60% due to the absence of specific symptoms and diagnostic markers, which hinders the implementation of targeted personalized therapies. …”
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Profile of the geriatric patient hospitalised at Universitas Hospital, South Africa by Anna M. van Staden, Dirk J.V. Weich

“…Women represented 66% of the patients and the mortality rate was 17% in the total study group. The main admitting clinical problems were hypertension, heart failure, ischemic heart disease and anaemia. …”
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Metode Deteksi Intrusi Menggunakan Algoritme Extreme Learning Machine dengan Correlation-based Feature Selection by Sulandri Sulandri, Achmad Basuki, Fitra Abdurrachman Bachtiar

“…The results of the research conducted using the ELM method showed an accuracy rate of 81.97% with a computation time of 3.39 seconds. …”
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Towards more reliable gambling cost estimates, a population-based study with register-linkage by Tiina A. Latvala, Matthew Rockloff, Matthew Browne, Tomi Roukka, Tomi P. Lintonen, Anne H. Salonen

“…Additionally, costs could be presented as Int$ per adult using the PPP exchange rate to facilitate the comparison of gambling costs between countries.…”
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Trends in Colistin Resistance and Multidrug-Resistant Phenotypes Among Gram-Negative Bacilli: A Retrospective Analysis by Madalina Alexandra Vlad, Maria Dan, Andreea Nicoleta Catana, Sebastian Dumitriu, Cristina Gabriela Tuchilus

“…Resistance in <i>Pseudomonas</i> spp. remained below 1%, while <i>Acinetobacter</i> spp. showed a resistance rate of 5.43%. Several distinct resistance phenotypes were identified among <i>Klebsiella</i> spp., <i>Pseudomonas</i> spp., and <i>Acinetobacter</i> spp. strains, reflecting both endemic and sporadic circulation patterns. …”
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Non-linear association between neutrophil-to-lymphocyte ratio and 90-day mortality in patients with pneumonia receiving glucocorticoids alone or in combination with other immunosup... by Caizhen Chen, Xiuguo Zhang, Baoli Li, Qian Geng

“…There were 332 individuals (47.7%) aged 18-59 years and 364 (52.3%) aged 60-99 years; 52.6% were male. The 90-day mortality rate across the study population was 26.1%. A non-linear association was noted between NLR and 90-day mortality, with an inflection point at approximately 16.475. …”
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Observational Study on Progressive Muscle Relaxation and Breathing Control for Reducing Dental Anxiety in Children by Sorana Maria Bucur, Ioana Maria Crișan, Dorin Ioan Cocoș, Eugen Silviu Bud, Carmen Galea

“…Dental anxiety was measured with the Romanian-validated IDAF-4C⁺, and physiological stress was measured via blood pressure and heart rate. Pre and post-intervention data were analyzed using paired <i>t</i>-tests, ANOVA, and cluster analysis. …”
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Burden of malignant neoplasm of bone and articular cartilage from 1990 to 2021 and its predictions to 2030 in China compared with world by Cheng Chen, Xu Zheng, Yi Zhang, ZhenDong Li, Bing Li, YunFeng Yang, WeiBin Zhang

“…During this period, the world experienced relatively stable incidence and mortality rates. The incidence and mortality rates of MNBAC increase with age. …”
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Optimisation tools for meeting nutrient requirements of Indian children and adults at optimal cost by Fathima Ayoob, Jawahar R. Manivannan, Ashikh Ahmed, Afsal K. Murikkanchery, Abhishek Kumar, Santu Ghosh, Patrick Webb, Anura V. Kurpad, Tinku Thomas

“…The FOP optimises daily food choices at a population level, considering local food consumption patterns. The DOT focuses on household or individual food selection. …”
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A biobank for complex post-traumatic stress disorder (C-PTSD) and PTSD: study protocol for a cross-sectional study by Alice Mok, Chrystal Douflias, Lena K. L. Oestreich

“…Additionally, participants will wear an Actigraph smart watch for seven days to collect actigraphy-derived physiological data, including sleep patterns and heart rate variability. All de-identified data will be made openly available on the Open Science Framework upon publication of the main study findings, in accordance with ethical approvals and institutional guidelines for privacy and data security.Conclusion This comprehensive protocol addresses significant gaps in understanding C-PTSD through its multimodal approach. …”
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Sentinel-1-Based Analysis of the 2024 Tuanzhouyuan Dike Breach Disaster in Dongting Lake and Regional Risk Assessment by Shengping Yang, Hua Gao, Yue Li, Yaqi Guo, Linmiao Fan, Mingsheng Liao

“…Deformation monitoring identified certain dike sections with annual deformation exceeding 60 mm, with the breach section showing abnormal pre-event deformation characteristics, including reverse displacement patterns, indicating substantial safety risks. Hydrological analysis shows the water level during the 2024 flood season rose at an average daily rate of 0.50 m, 1.8 times higher than normal years, leading to seepage failure of the dike foundation. …”
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Long-term clinical sequelae in severe fever with thrombocytopenia syndrome: A longitudinal cohort study. by Ning Cui, Xin Yang, Hong-Han Ge, Xiao-Hong Yin, Yi-Mei Yuan, Chao Zhou, Xi Wang, Hai-Feng Pan, Hao Li, Xiao-Ai Zhang, Li-Qun Fang, Li-Fen Hu, Peng-Tao Bao, Wei Liu

“…<h4>Background</h4>Severe fever with thrombocytopenia syndrome (SFTS) is an emerging tick-borne infectious disease characterized by a high case fatality rate. Despite extensive research on acute-phase manifestations, the long-term clinical sequelae in survivors remain poorly characterized.…”
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Monitoring of urinary microbiota and uropathogens' antibiotic resistance in one urological hospital by Yu. L. Naboka, A. K. Alkina, M. I. Kogan, I. A. Gudima, Kh. S. Ibishev, K. T. Jalagoniya, M. L. Chernitskaya

“…To study the microbial patterns of urine and uropathogens' antibiotic resistance in a urological hospital from 2010 to 2017.Materials and methods. …”
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Adapting Vision Transformer-Based Object Detection Model for Handwritten Text Line Segmentation Task by Osman Furkan KARAKUŞ, Ayla GULCU, Ali Can KARACA

“…Experimental results based on the Intersection over Union (IoU) metric demonstrate that the proposed method outperforms all other methods in terms of the detection rate, recognition accuracy, and Text Line Detection Metric (TLDM). …”
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Genomic alterations of marine yeast Scheffersomyces spartinae under spontaneous and mutagenic conditions by Yu-Ting Bai, Awkash Sharma, Qian Xiang, Li-Yan Tian, Ke-Jing Li, Bao-Ying Guo, Lei Qi, Dao-Qiong Zheng

“…Heat stress at 37 °C increased the SNVs and InDels rates to 1.4 × 10⁻¹⁰ and 7.5 × 10⁻¹¹ per base pair per cell division. …”
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Model characteristics of the structure and interrelations of integral parameters of students' physical condition by Oleksandr Pryimakov, Marek Sawczuk, Oleksii Tymoshenko, Nataliya Mazurok

“…A strong relationship between APWC and resting heart rate (HR) was identified during testing, with boys demonstrating higher levels of APWC at lower initial HR values compared to girls. …”
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Surgical management and outcomes of corrosive esophageal injuries: a prospective study from Sana’a, Yemen by Mohammed Mohammed Al-Shehari, Yasser Abdurabo Obadiel, Ahmed Hamood Al-Helali, Haitham Mohammed Jowah

“…The elevated mortality rate among suicidal cases highlights the need for mental health support. …”
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