HEDDI-Net: heterogeneous network embedding for drug-disease association prediction and drug repurposing, with application to Alzheimer’s disease by Yin-Yuan Su, Hsuan-Cheng Huang, Yu-Ting Lin, Yi-Fang Chuang, Sheh-Yi Sheu, Chen-Ching Lin

“…Furthermore, HEDDI-Net provides detailed affinity patterns with representative proteins for predicted candidate drugs, facilitating an understanding of their physiological effects. …”
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Rural–urban and age differences in association between depression and suicidal attempt: a large retrospective clinical sample study in China by Yong Xia, Dandan Ge, Zhonghua Zhang

“…Finally, further comparisons of the disparities in suicide patterns among different age groups and regional groups were made.Results Among 7593 patients (3630 males), 655 (8.6%) patients with SA were observed. …”
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Influence of hip morphology on gluteal muscle biomechanics: a computational modeling study by Shangcheng Wang, Ryan Serbin, Kirby Bonvillain, Josef Jolissaint, Nahir Habet, Durham Weeks

“…This study investigates how NSA and IWW influence gluteal muscle forces, moment arms, and estimated tendon loads during walking, aiming to provide insights into the potential biomechanical pathways that may contribute to altered lateral hip loading patterns. Methods We modified a musculoskeletal model to reflect varying NSAs (108°, 123° and 143°) and IWWs (185, 265 and 345 mm), simulating nine gait cycles to assess the impact on the moment arms and loading of the gluteus medius (GMed) and minimus (Gmin) muscles. …”
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Exploring the association between herbal medicine usage and drug-induced liver injury: insights from a nationwide population-based cohort study using SCCS in South Korea by Taehyun Yang, Juhee Ahn, Juhee Ahn, Sungho Won, Sungho Won, Sungho Won, Sanghun Lee

“…All other groups exhibited similar patterns. In contrast, DILI risks associated with TKM hospital/clinic visits and herbal medicine prescriptions were minimal, with relative risks of 1.01 (95% CI: 1.00–1.01) and 0.99 (95% CI: 0.99–0.99), respectively. …”
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Isolation of Extended-Spectrum β-lactamase- (ESBL-) Producing Escherichia coli and Klebsiella pneumoniae from Patients with Community-Onset Urinary Tract Infections in Jimma Univer... by Mengistu Abayneh, Getnet Tesfaw, Alemseged Abdissa

“…To assess the prevalence and antibiotics resistance patterns of ESBL-producing Escherichia coli and Klebsiella pneumoniae from community-onset urinary tract infections in Jimma University Specialized hospital, Southwest Ethiopia, 2016. …”
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Modelling district heating demand: A synthetic dataset for two residential neighbourhoodsZenodo by Katia Ritosa, Ina De Jaeger, Dirk Saelens, Staf Roels

“…Each simulated house differs in geometry, size, envelope characteristics, occupancy patterns, and installed gas heating systems. Envelope characteristics for older houses were derived from Energy Performance Certificate (EPC) data, and categorized into four construction periods, while newer houses were based on Energy Performance of Buildings (EPB) reports, both evaluated in Flanders. …”
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An Upper Bound for Locating Strings with High Probability Within Consecutive Bits of Pi by Víctor Manuel Silva-García, Manuel Alejandro Cardona-López, Rolando Flores-Carapia

“…These properties are evaluated similarly to those of encrypted images, using measures of correlation and entropy, along with two hypothesis tests to confirm the uniform distribution of bits and the absence of periodic patterns. Unlike previous works that solely examine the presence of sequences, this study provides, as a corollary, a formula to calculate an upper bound <i>N</i>. …”
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Multiple Controls on the Accumulation of Organic-Rich Sediments in the Besa River Formation of Liard Basin, British Columbia, Canada by Jiyoung Choi, Hyun Suk Lee, Yuri Kim, Omid H. Ardakani, Sung Kyung Hong

“…These results provide new insights into the effects of relative sea level changes on redox conditions, productivity, and detrital flux, which are related to organic matter enrichment patterns and their geographic variations. Unit III is characterized by an organic-rich interval as well as an abundance of biogenic silica that is closely related to fracturing. …”
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Colony Formation, Migratory, and Differentiation Characteristics of Multipotential Stromal Cells (MSCs) from “Clinically Accessible” Human Periosteum Compared to Donor-Matched Bone... by Heather E. Owston, Payal Ganguly, Giuseppe Tronci, Stephen J. Russell, Peter V. Giannoudis, Elena A. Jones

“…This study is aimed at comparing human periosteum and donor-matched iliac crest BM MSC content and characterising MSCs in terms of colony formation, growth kinetics, phenotype, cell migration patterns, and trilineage differentiation capacity. …”
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Global regional and national burden of intracerebral hemorrhage between 1990 and 2021 by Zhao-wei Wang, Mei-ping Wan, Jia-hui Tai, Yong Wang, Min-yi Yin

“…Gender analysis identified distinct age-specific patterns, with males above 35 showing higher risk, particularly in Eastern Europe, while South Asia demonstrated minimal gender differences. …”
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Unveiling Cuproptosis-Driven Molecular Clusters and Immune Dysregulation in Ankylosing Spondylitis by Wei B, Wang S, Li S, Gu Q, Yue Q, Tang Z, Zhang J, Liu W

“…Our study explored the novel role of cuproptosis-related genes (CRGs) in AS, focusing on immune cell infiltration and molecular clustering.Methods: By analyzing the peripheral blood gene expression datasets obtained from GSE73754, GSE25101, and GSE11886, we identified the expression patterns of cellular factors and immune infiltration cell related to cuproptosis. …”
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Unraveling the laser decal transfer-based printing of ZnO ceramic towards FEP-ZnO-based Piezo-Tribo hybrid nanogenerators by Arpit Kumar Singh, Anshu Sahu, Palani Iyamperumal Anand

“…The selectively transferred nanoparticles in various patterns are further grown using a hydrothermal technique. …”
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Exploring the General Acceptability and User Experience of a Digital Therapeutic for Cognitive Training in a Singaporean Older Adult Population: Qualitative Study by Siong Peng Kwek, Qiao Ying Leong, V Vien Lee, Ni Yin Lau, Smrithi Vijayakumar, Wei Ying Ng, Bina Rai, Marlena Natalia Raczkowska, Christopher L Asplund, Alexandria Remus, Dean Ho

“…Thematic analysis was used to identify emerging patterns and insights. ResultsA total of 3 main themes, and their respective subthemes, emerged from the interviews: comprehension, with subthemes of instruction and task comprehension; acceptability, with subthemes of tablet usability, engagement and enjoyment, and attitude and perceived benefits; and facilitators to adoption, with subthemes of framing and aesthetics, motivation recommendations and the role of medical professionals. …”
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Age-stratified analysis of the BMI-kidney stone relationship: findings from a national cross-sectional study by Liuliu Zhou, Wei Gu, Yufeng Jiang, Haimin Zhang

“…BackgroundThe association between body mass index (BMI) and kidney stone formation may vary across different age groups and follow nonlinear patterns.MethodsThis study analyzed data from NHANES 2009–2018, including 14,880 participants aged ≥20 years, to evaluate the association between BMI and the risk of kidney stones. …”
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The Use of Artificial Intelligence and Wearable Inertial Measurement Units in Medicine: Systematic Review by Ricardo Smits Serena, Florian Hinterwimmer, Rainer Burgkart, Rudiger von Eisenhart-Rothe, Daniel Rueckert

“…Impressively, 93% of the studies used supervised learning, revealing an underuse of unsupervised learning, and indicating an important area for future exploration on discovering hidden patterns and insights without predefined labels or outcomes. …”
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Wealth-based inequality in underweight among Scheduled Tribe women in India: a regional analysis by Anshika Singh, Aditya Singh, Mahashweta Chakrabarty, Shivani Singh, Pooja Tripathi

“…This study aims to explore trends and patterns of wealth-based inequalities in underweight prevalence among Scheduled Tribe (ST) women across various regions of India. …”
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Longitudinal analysis of academic stress and its effects on salivary cortisol, alpha-amylase, and academic outcomes: Study protocol. by Juan Luis Castillo-Navarrete, Alejandra Guzmán-Castillo, Claudio Bustos

“…In addition, smart devices will be used to continuously collect biological data such as heart rate, oxygen saturation, and sleep patterns. Students will also collect saliva samples three times a week to measure cortisol levels, and alpha-amylase enzyme activity.…”
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STRATEGY OF SOCIALLY-ANTHROPOLOGICAL DEVELOPMENT IN IDEAS AND SYSTEM OF MODERN SOCIAL PHILOSOPHY OF EDUCATION: INTEGRATION OF MODEL OF THE INSTRUMENTALISM AND THE NEOPRAGMATISM WIT... by Viktor Zinchenko

“…Explore the major ideological patterns of development of a socially philosophies of education in the context of the problems of institutionalization of knowledge about human and social development. …”
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Non-Invasive Cancer Detection Using Blood Test and Predictive Modeling Approach by Tarawneh AS, Al Omari AK, Al-khlifeh EM, Tarawneh FS, Alghamdi M, Alrowaily MA, Alkhazi IS, Hassanat AB

“…Exploring deep learning methods in the future work, could provide insights into more complex patterns within the dataset, potentially improving the accuracy and robustness of the predictions.Keywords: cancer, machine learning, complete blood count, RF model, HGB model…”
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Epilepsy Treatment Outcome and Its Predictors among Ambulatory Patients with Epilepsy at Mizan-Tepi University Teaching Hospital, Southwest Ethiopia by Ameha Zewudie, Yitagesu Mamo, Desalegn Feyissa, Mohammed Yimam, Gosaye Mekonen, Ahmed Abdela

“…A hospital-based cross-sectional study involving patient interview and chart review was conducted from March 10 to April 10, 2018. Drug use patterns and sociodemographic data of the study participants were accustomed to descriptive statistics. …”
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