Predictive analytics technique based on hybrid sampling to manage unbalanced data in smart cities by Ayushi Chahal, Preeti Gulia, Nasib Singh Gill, Mohammad Yahya, Mohd Anul Haq, Mohammed Aleisa, Abdullah Alenizi, Arfat Ahmad Khan, Piyush Kumar Shukla

“…Collected data may be balanced or imbalanced. Unbalanced data used for decision-making without any pre-processing may lead to ravaging results. …”
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How do sepsis survivors experience life after sepsis? A Danish qualitative study exploring factors of importance by Annmarie Touborg Lassen, Mikkel Brabrand, Christina Østervang, Dorthe Susanne Nielsen, Camilla Schade Skov

“…Among these survivors, one patient was admitted to the ICU.Results Three main themes were derived from the analysis: new roles in life, cognitive impairment and anxiety. Although many survivors described a physical decline, they experienced psychological and cognitive impairments after sepsis as the most influential factors in daily life. …”
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Lessons Learned From Covid-19 Pandemia: Pregnancy Anxiety Level Increases During A Life Threatening Period by Erdoğan Aslan, Merve Çakır Köle, Hakan Demir, Gökşen Görgülü, Emre Köle, Lale Aksoy

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The Social Life of Residential Architecture: A Systematic Review on Identifying the Hidden Patterns Within the Spatial Configuration of Historic Houses by Seyedeh Maryam Moosavi, Còssima Cornadó, Reza Askarizad, Chiara Garau

“…However, scholarly understanding of its social life and spatial logic remains disjointed. This study aims to identify existing research gaps in the spatial configuration of historic houses by systematically reviewing the social life of residential architecture. …”
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Joining environmental impacts and product quality in Life Cycle Assessment: The case of the production and storage of lactic acid bacteria concentrates by Maite Gagneten, Camille Quentier, Stéphanie Passot, Stéphanie Cenard, Fernanda Fonseca, Caroline Pénicaud

“…This study assesses the environmental impacts of fifteen production and storage strategies for lactic acid bacteria concentrates from two strains. A life cycle assessment was performed using pilot-scale data. …”
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Kultina VS. Quality of life as a factor of economic security of regions in Central Federal District for the period 2021–2022 by A. Yu. Fedorova, E. V. Weiss, M. V. Ilyukhina, V. S. Kultina

“…The conclusion is made about the relationship between the level and quality of life of the population with inflationary processes, and the demographic situation of the district at the present time, which has a direct impact on the socioeconomic situation of the analyzed regions, is noted.…”
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Impact of Social Determinants of Health on Postoperative Health-Related Quality of Life Among Patients Undergoing Colorectal Cancer Surgery by Tanaporn Thongdeebut, Suporn Danaidutsadeekul, Warunee Phligbua, Varut Lohsiriwat

“… Objective: This study aimed to investigate the predictive effects of social determinants of health—specifically financial status, neighborhood environment, body mass index, anxiety, and family support—on the health-related quality of life (HRQoL) among patients undergoing colorectal cancer (CRC) surgery. …”
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The mediating roles of cognitive emotion regulation and resilience in the association between life events and sleep quality among medical students by Bo Zhu, Xiao-meng Gao, Mei Zhou, Hong-hong Wang

“…Data analysis involved descriptive statistics, Pearson correlation, and mediation analysis using the SPSS macro Process.ResultsThe valid participants (N = 407) were from a medical university with a gender distribution of 29.5% male and 70.5% female. …”
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The role of fermented foods in maternal health during pregnancy and infant health during the first 1,000 days of life by Arun Pandiyan, Arun Pandiyan, Arun Pandiyan, Manoj Gurung, Manoj Gurung, Bharath Kumar Mulakala, Bharath Kumar Mulakala, Bharath Kumar Mulakala, Sathish Kumar Ponniah, Laxmi Yeruva, Laxmi Yeruva

“…Extensive literature outlines positive health and clinical outcomes associated with fermented foods, yet most data are associative and lack longitudinal studies. …”
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Techno-economic and life-cycle analysis of strategies for improving operability and biomass quality in catalytic fast pyrolysis of forest residues by David N. Thompson, Damon S. Hartley, Matthew R. Wiatrowski, Jordan Klinger, Rajiv Paudel, Longwen Ou, Hao Cai

“…We conduct techno-economic analysis (TEA) and life-cycle analysis for these strategies, employing a discrete event simulation model for biomass preprocessing combined with a series of correlations developed from literature data and a rigorous CFP conversion model. …”
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Identifying causative mechanisms linking early-life stress to psycho-cardio-metabolic multi-morbidity: The EarlyCause project. by Nicole Mariani, Alessandra Borsini, Charlotte A M Cecil, Janine F Felix, Sylvain Sebert, Annamaria Cattaneo, Esther Walton, Yuri Milaneschi, Guy Cochrane, Clara Amid, Jeena Rajan, Juliette Giacobbe, Yolanda Sanz, Ana Agustí, Tania Sorg, Yann Herault, Jouko Miettunen, Priyanka Parmar, Nadia Cattane, Vincent Jaddoe, Jyrki Lötjönen, Carme Buisan, Miguel A González Ballester, Gemma Piella, Josep L Gelpi, Femke Lamers, Brenda W J H Penninx, Henning Tiemeier, Malte von Tottleben, Rainer Thiel, Katharina F Heil, Marjo-Riitta Järvelin, Carmine Pariante, Isabelle M Mansuy, Karim Lekadir

“…However, possible causative mechanisms linking early life stress (ELS) with psycho-cardio-metabolic (PCM) multi-morbidity are not well understood. …”
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Redesigning Death Rounds: Alleviating distress for residents in end-of-life care [version 2; peer review: 2 approved] by Lauren Baumgardner, Shannon Fang, Vidya Krishnan, Benjamin Schwan

“…Introduction Residents report limited end-of-life care training, resulting in negative socio-emotional impacts, burnout, and inadequate patient care. …”
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Attitudes toward end-of-life concerns and associated factors among hospitalized older adults with end-stage cancer in Iran by Salman Rahnama, Mohammad Sajjad Lotfi, Maryam Asadi, Zahra Rezaei-Shahsavarloo

“…Background: Nurses play a crucial role in delivering end-of-life care; however, patients' attitudes significantly influence the care process. …”
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The Effect of a Program Based on Educational Games with Extra-Curricular Activities in Developing Some Life Skills for Children with Autism by Haunaz Ali Ahmed, Afrah Yassin Mohamed

“…After collecting the data, it was analyzed and processed statistically. …”
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Digital Decision Aids to Support Decision-Making in Palliative and End-of-Life Dementia Care: Systematic Review and Meta-Analysis by Jie Zhong, Wei Liang, Tongyao Wang, Pui Hing Chau, Nathan Davies, Junqiang Zhao, Ho Nee Connie Chu, Chia Chin Lin

“… BackgroundMaking a care-related decision is a complex cognitive process. Patient decision aids could provide information on potential options about risks and benefits, incorporate individual values and preferences, and help people with dementia or their family carers make decisions about palliative and end-of-life care. …”
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Impact of Social Determinants of Health on Postoperative Health-Related Quality of Life Among Patients Undergoing Colorectal Cancer Surgery by Tanaporn Thongdeebut, Suporn Danaidutsadeekul, Warunee Phligbua, Varut Lohsiriwat

“… Objective: This study aimed to investigate the predictive effects of social determinants of health—specifically financial status, neighborhood environment, body mass index, anxiety, and family support—on the health-related quality of life (HRQoL) among patients undergoing colorectal cancer (CRC) surgery. …”
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Correlation Analysis between Residents’ Income Satisfaction and Mental Health Based on Big Data by Yile Wang, Hanbing Li, Brian Sheng-Xian Teo, Adam Amril Jaharadak

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Hand-Traced versus Digitally Traced Cephalometric Analysis: A Comparative Study by Rabia Naureen Khan, Anum Tariq, Abdullah Jan, Hajra Pasha, Fakeha Ansari

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Comprehensive analysis of multi‐omics single‐cell data using the single‐cell analyst by Lu Pan, Bufu Tang, Xuan Zhang, Paolo Parini, Roman Tremmel, Joseph Loscalzo, Volker M. Lauschke, Bradley A. Maron, Paola Paci, Ingemar Ernberg, Nguan Soon Tan, Ákos Végvári, Zehuan Liao, Sundararaman Rengarajan, Roman Zubarev, Yuxuan Fan, Xu Zheng, Xinyue Jian, Ren Sheng, Zhenning Wang, Xuexin Li

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Network Analysis of Functional Genomics Data: Application to Avian Sex-Biased Gene Expression by Oliver Frings, Judith E. Mank, Andrey Alexeyenko, Erik L. L. Sonnhammer

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