Construction of an Interpretable Model of the Risk of Post-Traumatic Brain Infarction Based on Machine Learning Algorithms: A Retrospective Study by Li S, Li H, Wu B, Pan R, Liu Y, Wang J, Wei D, Gao H

“…Interpretations using the SHAP method offer guidance for personalized treatment of different patients, filling gaps between complex clinical data and actionable insights.Keywords: traumatic brain injury, post-traumatic cerebral infarction, retrospective study, machine learning, prediction model…”
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Titin gene mutations enhance radiotherapy efficacy via modulation of tumour immune microenvironment in rectum adenocarcinoma by Hengchang Liu, Jialiang Liu, Xu Guan, Zhixun Zhao, Pu Cheng, Haipeng Chen, Zheng Jiang, Xishan Wang

“…By altering the tumour's immune microenvironment, these mutations may provide a novel target for personalized radiotherapy strategies, potentially improving therapeutic outcomes in patients with READ. …”
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Prevalence and determinants of clustering of adverse lifestyle behaviors among 35 – 75 years old residents at high cardiovascular disease risk in Hebei province: an analysis of dat... by Yuejing QIAO, Yuhuan LIU, Lijuan TANG, Dongsheng JIANG, Xiaoli LIU, Ze CUI

“…Multivariate unconditional logistic regression analysis revealed that being aged 45 – 64 years and having an agricultural household registration were risk factors for clustering of adverse lifestyle behaviors, but being female, having a junior high school education and above, having an annual household income of more than 25 000 Chinese yuan, being a laborer/private/commercial service worker/retired person/housewife/unemployed/and having other occupation were protective factors against the clustering for the residents. …”
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Effects of a liquefied petroleum gas stove and fuel intervention on head circumference and length at birth: A multi-country household air pollution intervention network (HAPIN) tri... by Hina Raheel, Sheela Sinharoy, Anaité Diaz-Artiga, Sarada S. Garg, Ajay Pillarisetti, Kalpana Balakrishnan, Marilu Chiang, Amy Lovvorn, Miles Kirby, Usha Ramakrishnan, Shirin Jabbarzadeh, Alexie Mukeshimana, Michael Johnson, John P. McCracken, Luke P. Naeher, Ghislaine Rosa, Jiantong Wang, Joshua Rosenthal, William Checkley, Thomas F. Clasen, Jennifer L. Peel, Lisa M. Thompson

“…Particulate matter ≤ 2.5 μm (PM2.5), black carbon (BC) and carbon monoxide (CO) 24-hour personal exposures were measured three times during pregnancy. …”
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Assessment of vulnerability to fluvial floods: Case of municipalities of the Gidra River Basin, Slovakia by Matej Vojtek, Soheyl Moradi

“…Material and methods: Three indicators (number of buildings within a 100 m radius from the watercourse; length of roads within a 100 m radius from the watercourse; and number of bridges over a watercourse) representing the economic vulnerability, and seven indicators of social vulnerability (population density of municipalities; share of residents aged 65+ in the total number of residents; share of unemployed residents in the total number of economically active residents; share of households with six and more persons in the total number of households; share of incomplete households in the total number of households; share of residents without education and with primary education in the the total number of residents; and share of residents with disabilities in the total number of residents) were used to determine the respective economic flood vulnerability sub-index (EFVsI) and social flood vulnerability sub-index (SFVsI). …”
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Eastern Spiritual Traditions Through the Lens of Modern Scientific Worldview by Tetiana V. Danylova

“…Modern science reaffirmed one of the basic statements of Eastern mysticism: our concepts that we use to explain the world (such as past, present, future, physical space, personality, etc.) are not fundamental characteristics of reality. …”
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Adaption oder Anpassung? Umweltbewusstsein in der Region um den Plattensee/Balaton (Adaptation or a Change in Attitude? Environmental Awareness in the Region of Lake Balaton) by Magdolna Leveleki

“…The first question is whether we agree with natural scientits, for whom it is undisputed that climate change is caused to a great extent by antropogene effects, and kowing the negative consequences, whether we consider human responsibility in general, and more specifically, our own personal one. The second question is whether a shift in our mindset and in our values is necessary in order to adapt successfully to the new circumstances. …”
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Perancangan User Experience Aplikasi Info COVID-19 Menggunakan Metode Human Centered Design by Pradya Mutiarahma, Hanifah Muslimah Az-Zahra, Yusi Tyroni Mursityo

“…The spread of COVID-19 can occur quickly through splashes from the nose or mouth that come out when an infected person coughs, sneezes, or speaks. People should always be vigilant to avoid COVID-19 infection. …”
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Cytokines in Liver Cirrhosis (Their Importance in Assessing Activity and Decompensation) by G. K. Mirodzhov, S. D. Pulatova

“…Among the examined patients, compensated liver cirrhosis (Class A) according to Child — Pugh was detected in 18 persons, subcompensated (Class B) — in 14, decompensated (Class C) — in 77. …”
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JAUNOSIOS KARTOS KATALIKŲ INTELEKTUALŲ PAŽIŪROS Į KAPITALIZMĄ IR SOCIALIZMĄ TARPUKARIO LIETUVOJE by Valdas Pruskus

“…It is important to form the conditions to everybody to realize this aim in practical activities, considering an individual not a mean to pursue the stated object, but a close person, who needs not only a compassion, but a concrete assistance as well. …”
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Wpływ prawa rzymskiego na kształtowanie się wybranych instytucji prawa ukraińskiego — uwagi na marginesie art. 291 k.p.k. by Wojciech J. Kosior

“…The article analyses Roman influences on Ukrainian criminal proceedings focusing on the institution of an indictment, which marks the conclusion of the initial stage of the proceedings by accumulating evidence of a person’s perpetration and guilt. The impetus for undertaking such research stems from similar considerations regarding the influence of Roman law on the construction of the Polish indictment. …”
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Mapping the Landscape of Digital Health Intervention Strategies: 25-Year Synthesis by Shiyu Liu, Jingru Ma, Meichen Sun, Chao Zhang, Yujing Gao, Jinghong Xu

“…They have evolved from simple approaches to sophisticated, personalized techniques and are trending toward multifaceted interventions, leveraging advanced technologies for real-time monitoring and feedback. …”
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Dose-response associations of device-measured sleep regularity and duration with incident dementia in 82391 UK adults by Wenxin Bian, Raaj K. Biswas, Matthew N. Ahmadi, Yu Sun Bin, Svetlana Postnova, Andrew J. K. Phillips, Nicholas A. Koemel, Jean-Philippe Chaput, Shantha M. W. Rajaratnam, Peter A. Cistulli, Emmanuel Stamatakis

“…Device-based sleep duration (h/day) and sleep regularity index (SRI), a metric ranging from 0-100 that quantifies a person’s sleep regularity (with a greater value indicating higher consistency), were calculated from wrist-worn accelerometry data recorded over the course of one week. …”
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To the evaluation of the carrying capacity of steel concrete beams on the basis of bent profiles by F. S. Zamaliev, A. G. Tamrazyan

“…Analysis of the stress-strain state of experimental beams, their behavior under the influence of increasing the degree of increase in the intensity of development of the abilities of beams based on the limiting relative deformations of the personality of concrete. The results of experimental studies are presented in the form of graphs, comparison of the results of a full-scale experiment and numerical studies using computer models, as well as using analytical formulas. …”
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Novel protein-based prognostic signature linked to immunotherapeutic efficiency in ovarian cancer by Shuo-Fu Chen, Liang-Yun Wang, Yi-Sian Lin, Cho-Yi Chen

“…Abstract Background Personalized medicine remains an unmet need in ovarian cancer due to its heterogeneous nature and complex immune microenvironments, which has gained increasing attention in the era of immunotherapy. …”
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Comparison of brain activity metrics in Chinese and Russian students while perceiving information referencing self or others by Q. Si, J. Tian, V. A. Savostyanov, D. A. Lebedkin, A. V. Bocharov, A. N. Savostyanov

“…Self-reference is a person’s subjective assessment of information coming from the external environment as related to himself/herself. …”
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AI versus human-generated multiple-choice questions for medical education: a cohort study in a high-stakes examination by Alex KK Law, Jerome So, Chun Tat Lui, Yu Fai Choi, Koon Ho Cheung, Kevin Kei-ching Hung, Colin Alexander Graham

“…AI significantly reduced time spent on question generation (24.5 vs. 96 person-hours). Conclusion ChatGPT-4o demonstrates the potential for efficiently generating MCQs but lacks the depth needed for complex assessments. …”
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Screening attendance of breast or cervical cancers and its associated factors among 30-49 year old women in Gedeo zone, South Ethiopia: Cross-sectional study. by Abel Desalegn Demeke, Bedilu Deribe, Martha Girma, Muluken Gizaw, Sefonias Getachew, Susanne Unverzagt, Eva J Kantelhardt, Betty Ferrell, Eric Sven Kroeber, Lesley Taylor

“…This indicates that in addition to awareness campaigns, personal testimonials of survivors could encourage women to visit screening facilities.…”
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Development of metastasis and survival prediction model of luminal and non-luminal breast cancer with weakly supervised learning based on pathomics by Hui Liu, Linlin Ying, Xing Song, Xueping Xiang, Shumei Wei

“…The stratification of breast cancer patients into risk groups, determined by their metastasis and survival outcomes, is pivotal for tailoring personalized treatments and therapeutic interventions. …”
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Kano Model ile Çalışan Memnuniyetine Etki Eden İş Faktörlerinin Önem Düzeylerinin Belirlenmesi ve Otel İşletmelerine Yönelik Bir Uygulama by Ramazan Göral, Vural Çağlıyan

“…Anket çalışması Konya ilinde beş yıldızlı bir otelin personeli üzerinde yürütülmüştür. Analiz bulgularına göre MOD yöntemiyle yapılan sınıflandırma ile Memnuniyet Katsayısı yöntemine göre yapılan sınıflandırmada iş faktörlerinin yer aldığı kategorilerin değiştiği tespit edilmiştir. …”
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