Epidemiology and survival outcomes for liposarcoma patients in England: An observational cohort study using real world data by Jessie O. Oyinlola, Mounia Beloueche-Babari, Monika Frysz, Eleanor Yelland, Amy Walker, Rachael Williams, Robin L. Jones

“…Purpose: This real-world data study evaluates demographic and clinical characteristics and survival in patients with liposarcoma to inform our understanding of treatment patterns and associated outcomes in this rare cancer. …”
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Clustering Library Loan Books Using K-Means Clustering by Mawar Indah Tanjung, Sriani Sriani

“…This study aims to classify books based on borrowing patterns to provide insights into library collection management. …”
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The Neural Basis of Salt Perception: A Focus on Potassium Chloride as a Sodium Alternative by Emilia Iannilli, Raffaela Fürer, Antje Welge-Lüssen, Thomas Hummel

“…High-density EEG data revealed distinct microstate patterns associated with each condition, particularly in the later stages of processing, which align with the endogenous phases of taste perception. …”
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Optimizing jacket design for two-wheeler delivery workers during rainy conditions by Sujin Lim, Jisoo Ha

“…Also riders to make as many deliveries as possible and receive good ratings, most work more than 8 h. This complex work environment and long working hours expose them to physical fatigue, scrapes, bumps, falls, and other accidents, making it more necessary than ever to pay attention to the health and safety of delivery riders. …”
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Who underreports smoking on birth records: a Monte Carlo predictive model with validation. by Thomas G Land, Anna S Landau, Susan E Manning, Jane K Purtill, Kate Pickett, Lauren Wakschlag, Vanja M Dukic

“…Our results illustrate non-uniform patterns of underreporting of smoking during pregnancy among different populations. …”
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Advanced predictive disease modeling in biomedical IoT using the temporal adaptive neural evolutionary algorithm by Chandragandhi S, Arvind C, Srihari K

“…Experimental evaluations demonstrate TANEA’s superior performance over traditional methods, achieving improved accuracy, reduced computational overhead, and faster convergence rates. The algorithm’s adaptability to various biomedical data patterns enables more effective real-time monitoring and decision-making in IoT-based healthcare environments. …”
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Joint estimation of hand-foot-mouth disease model and prediction in korea using the ensemble kalman filter. by Wasim Abbas, Sieun Lee, Sangil Kim

“…The implications of our findings suggest a notable shift in transmission and recovery rates, starting in 2015.<h4>Discussion</h4>The model successfully predicted the peak and magnitude of HFMD outbreaks occurring between June and December, closely matching the observed epidemic patterns. …”
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Regional Pathways to Internationalization: The Role of Erasmus+ in European HEIs by Eleni Georgoudaki, Spyridon Stavropoulos, Dimitris Skuras

“…Employing hotspot analysis and a two-level random intercept model, this research analyses spatial patterns and the influences of regional characteristics and institutional variables on Erasmus mobility rates. …”
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A Comprehensive Assessment of Ayurvedic Patient Care Services in a Modern Medicine Public Tertiary Care Hospital by Renuka Munshi, Santosh Kadam

“…Over five years patient retention rates exhibited a gradual increase signifying a higher level of patient satisfaction and loyalty towards Ayurvedic treatments. …”
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Impact of plant-based diets and associations with health, lifestyle and healthcare utilisation: a population-based survey study by Natalia Echiburu, Maria Antonieta Also-Fontanet, Antoni Sisó-Almirall, Luis González-de Paz

“…Design: We estimated vegetarian and vegan individuals’ national and regional prevalence and analysed their socio-demographic characteristics and weekly dietary intake patterns. Individuals with a plant-based dietary pattern were matched to a control group (1:4) with similar socio-demographic characteristics. …”
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Radiologic Predictors of Disease Recurrence in Nasopharyngeal Carcinoma: A Retrospective Evaluation of MRI and ¹⁸F-FDG-PET/CT Parameters by Banu Karaalioğlu, Tansel Çakır, Ömer Yazıcı, Mustafa S. Tekin, Ebru Karcı

“…<b>Background/Objectives:</b> NPC is a radiosensitive malignancy with high recurrence rates despite therapeutic advances. This study aimed to identify radiologic and metabolic predictors of recurrence in newly diagnosed NPC by integrating MRI and ¹⁸F-FDG PET/CT parameters. …”
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The Use of AI-Powered Thermography to Detect Early Plantar Thermal Abnormalities in Patients With Diabetes: Cross-Sectional Observational Study by Meshari F Alwashmi, Mustafa Alghali, AlAnoud AlMogbel, Abdullah Abdulaziz Alwabel, Abdulaziz S Alhomod, Ibrahim Almaghlouth, Mohamad-Hani Temsah, Amr Jamal

“…Traditional DFU detection methods face scalability issues due to inefficiencies in time and practical application, leading to high recurrence and amputation rates alongside substantial health care costs. Human medical thermography could significantly enhance disease monitoring and detection, including DFUs. …”
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Extranodal diffuse large B‐cell lymphoma: Clinical and molecular insights with survival outcomes from the multicenter EXPECT study by Si‐Yuan Chen, Peng‐Peng Xu, Ru Feng, Guo‐Hui Cui, Li Wang, Shu Cheng, Rong‐Ji Mu, Hui‐Lai Zhang, Xiao‐Lei Wei, Yong‐Ping Song, Kai‐Yang Ding, Li‐Hua Dong, Zun‐Min Zhu, Shen‐Miao Yang, Xin Wang, Ting‐Bo Liu, Jian‐Da Hu, Xiao‐Yun Zheng, Ou Bai, Jing‐Yan Xu, Liang Huang, Wei Sang, Ke‐Qian Shi, Fan Zhou, Fei Li, Ai‐Bin Liang, Hui Zhou, Si‐Guo Hao, Hong‐Hui Huang, Bin Xu, Wen‐Bin Qian, Cai‐Xia Li, Zhi‐Ming Li, Chong‐Yang Wu, Xiao‐Bo Wang, Wen‐Yu Shi, Shu‐Ye Wang, Yu‐Yang Tian, Xi Zhang, Ke‐Shu Zhou, Li‐Juan Cui, Hui Liu, Huo Tan, Qing Leng, Dong‐Lu Zhao, Ting Niu, Wei‐Li Zhao

“…Gene panel sequencing was performed on 1,050 patients to discern molecular patterns according to ENI. Results The 2‐year overall survival (OS) rate was 76.2% [95% confidence interval (CI), 74.0%‐78.2%], and the 5‐year OS rate was 67.9% (95% CI, 65.2%‐70.4%). …”
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High nutrient loads amplify carbon cycling across California and New York coastal wetlands but with ambiguous effects on marsh integrity and sustainability. by Elizabeth Burke Watson, Farzana I Rahman, Andrea Woolfolk, Robert Meyer, Nicole Maher, Cathleen Wigand, Andrew B Gray

“…While high nutrient exposure marshes had high rates of decomposition and soil respiration rates, high nutrient exposure was also associated with increased belowground production, and reduced levels of sulfides, which should lead to greater marsh sustainability. …”
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Global stroke burden attributable to household air pollution: Insights from GBD 2021 and projections to 2040. by Manqing Li, Shicheng Liao, Chao Wang, Haojia Ma, Xiumei Xing, Jianhui Yuan, Jie Jiang, Zhuoying Zeng

“…From 1990-2021, age-standardized death rates (EAPC = -0.37), DALY rates (EAPC = -0.20), and YLL rates (EAPC = -0.30) decreased, while YLD rates increased (EAPC = 1.11). …”
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Epidemiological and Socioeconomic Disparities in the 1742–1743 Epidemic: A Comparative Analysis of Urban Centers and Indigenous Populations Along the Royal Road by Jorge Hugo Villafañe

“…Recognizing these historical patterns of adaptation can inform present and future public health strategies. …”
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Unraveling the Mechanistic Links Between Species Diversity and Infection Risk From Zoonotic Pathogens With Direct Transmission Among Reservoir Hosts: Rodent‐Orthohantavirus Systems... by Andreas Eleftheriou, Angela D. Luis

“…ABSTRACT To explain patterns between anthropogenic loss of species diversity and the rise in the number of novel zoonotic diseases, the “dilution effect” hypothesis predicts that with lower species diversity, infection risk will increase. …”
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Comprehensive multi-omics analysis of histone acetylation modulators identifies ASH1L as a novel aggressive marker for osteosarcoma by Chenlie Ni, Qiwen Sun, Haibo Yin

“…Methods The expression patterns, prognostic implications, and clinical correlations of HAMRPs in osteosarcoma were analyzed using the TARGET, GEO, TISCH, and HPA databases. …”
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Positioning of Chinese time nouns and adverbs: Evidence from corpus, acceptability, and processing studies. by Jia Yi Chen, Ying Su, Katsuo Tamaoka

“…Sentences in which time nouns followed the subject were rated as more acceptable and supported the canonical word order, whereas pre-subject time nouns were acceptable mainly in topicalized contexts. …”
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A Data-Driven Analysis of Engineering Contract Risk Characterization Based on Judicial Cases of Disputes by Yongcheng Zhang, Ziyi Wu, Chaohua Xiong, Jianwei Wang, Maxwell Fordjour Antwi-Afari

“…The research identifies contractual risk characteristics across dimensions such as regional distribution, dispute terminology, legal citation patterns, and appellate role transitions. The key findings include the following: (1) Primary risks involve payment disputes, quality assurance failures, contractual validity issues, and schedule compliance challenges. (2) Litigation patterns reveal complex interdependencies between contracting parties and stakeholders, posing significant risk management challenges. (3) High second-instance modification rates stem from procedural irregularities, new evidence, improper legal application, and factual errors in initial trials. …”
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