Prevalence and patterns of pre-existing multimorbidity in pregnancy in Northern Ireland: a population-based, retrospective study using linked routinely collected healthcare data by Lisa Kent, Siang Ing Lee, Megha Singh, Steven Wambua, Katherine Phillips, Utkarsh Agrawal, Amaya Azcoaga-Lorenzo, Colin McCowan, Jonathon Kennedy, Holly Hope, Ngawai Moss, Rachel Plachcinski, Catherine Nelson-Piercy, Mairead Black, Sinead Brophy, Aideen Maguire, Dermot O’Reilly, Krishnarajah Nirantharakumar, Kelly-Ann Eastwood, The MuM-PreDiCT Group

“…The aim of this study was to explore the prevalence and patterns of maternal multimorbidity in a UK population. …”
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Short Text Classification Based on Enhanced Word Embedding and Hybrid Neural Networks by Cunhe Li, Zian Xie, Haotian Wang

“…Furthermore, we propose a dual-channel hybrid model based on a Gated Convolutional Neural Network (GCNN) and Bidirectional Long Short-Term Memory (BiLSTM), which jointly captures local features and long-range global dependencies. …”
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Opioid prescription patterns and pain severity among patients with opioid use disorder and other substance use disorders: a mixed methods study by Erin F. Madden, Gintare Daulys, Benjamin Tingey, Felicia Frabis, Pooja Lagisetty, Philip J. Kroth, Fares Qeadan

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Prevalence and patterns of multiple long-term conditions among lymphatic filariasis patients in Odisha, India: a community-based cross-sectional study by Abhinav Sinha, Prakash Kumar Sahoo, Krushna Chandra Sahoo, Patrick Highton, Shubhashisha Mohanty, Trupti Nayak, Akshya Kumar Prusty, Sujata Choudhury, Barsha Kumari, Karl Puchner, Kamlesh Khunti, Sanghamitra Pati

“…We estimated the prevalence and correlates of MLTC, assessed the commonly occurring patterns, and investigated the association between self-rated health (SRH) and the number of chronic conditions among patients with lymphatic filariasis. …”
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Real-World Clinical Characteristics, Treatment Patterns, and Clinical Outcomes in US Patients with Stage I–III Resected NSCLC Without Known EGFR Mutations: The RESECT Study by Jhanelle E. Gray, Rachel J. Salomonsen, Ignacio Diaz Perez, Alice Wang, Ling Cai, Graham Wetherill, Yang Xiao, Claire Fielden, Nefeli Georgoulia

“…Five-year overall survival rates were 73.4%, 61.9%, and 50.5% in stage I, II, and III patients; 5-year real-world relapse-free survival rates were 35.4%, 23.1%, and 14.0%. …”
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Future perspective of China's feed demand and supply during its fast transition period of food consumption by Wan-lu DONG, Xiao-bing WANG, Jun YANG

“…China has experienced dramatic changes in food consumption patterns over the last three decades. However, there are different opinions regarding the future trends in consumption. …”
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Clinical and radiological characteristics of novel subtypes of end-stage knee osteoarthritis based on joint space loss patterns in standing extended view and fixed flexion view by Woo-Suk Lee, Tae Hyung Kim, Hyuck Min Kwon, Jun Young Park, Kwan Kyu Park, Byung-Woo Cho

“…TKA was performed on 259 knees (64.3%), and the survival rates at 1 year were 48.1% for group 2, 29.2% for group 3, and 26.7% for group 1 (log-rank test, p < 0.001). …”
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Pattern and appropriateness of antibiotic therapy for acute respiratory tract infection among under-five children accessing care in a tertiary facility, Sokoto, Nigeria by Fatima Ishaq Abubakar, Hadiza Kubra Ahmed, Omotolani Olawunmi Akintunde, Idrees Abiodun Rufai

“…Introduction Acute respiratory tract infections (ARIs) are a major cause of antibiotic use among under-five (U5) children, often leading to inappropriate prescriptions that contribute to antimicrobial resistance, adverse drug reactions and higher healthcare costs.Objectives To assess the pattern and rate of antibiotic prescriptions and evaluate their appropriateness based on WHO and Paediatric Association of Nigeria guidelines for ARI treatment among U5 children at Usmanu Danfodiyo University Teaching Hospital, SokotoMethods A retrospective review of medical records (case folders and prescription sheets) was conducted for U5 children diagnosed with ARI over a 10-month period at the paediatric outpatient and inpatient units, Department of Paediatrics, UDUTH. …”
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MissPred: A Robust Two-Stage Radar Echo Extrapolation Algorithm for Incomplete Sequences by Ziqi Zhao, Chunxu Duan, Lin Song, Qilin Zhang, Wenda Zhu, Yi Liu

“…Our dataset covers missing rates ranging from 10% to 50%. The experimental results show that the model outperforms the baseline model with the prior interpolation of missing data in the missing mode with stable robustness.…”
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Vertical distribution, growth pattern, and age of an alien freshwater mussel, Sinanodonta pacifica, across elevations gradient on a tropical island and their implication for ecosys... by Asep Sahidin, Gunawan Muhammad, Pringgo Kusuma Dwi Noor Yadi Putra, Irfan Zidni, Zahidah Hasan, Bayu Kreshna Adhitya Sumarto, Septiana Sri Astuti, Yusli Wardiatno, Akira Komaru

“…Mussels were collected over one-year period (2020–2021) from lowland (0–300 m above sea level), midland (300–750 m), and highland (> 750 m) regions to examine density, age structure, growth pattern, and mortality. In midland, the highest population density 5.63 ± 1.83 individuals/m² and the fastest growth rate (growth coefficient, k = 0.26) was shown attributed to moderate temperatures, low suspended solids, and nutrient availability. …”
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Oral Candidiasis among Cancer Patients Attending a Tertiary Care Hospital in Chennai, South India: An Evaluation of Clinicomycological Association and Antifungal Susceptibility Pat... by Abirami Lakshmy Jayachandran, Radhika Katragadda, Ravinder Thyagarajan, Leela Vajravelu, Suganthi Manikesi, Shanmugam Kaliappan, Balaji Jayachandran

“…Fluconazole and Itraconazole showed an overall resistance rate of 14% and 14.8%, respectively. All the isolates were susceptible to Amphotericin B. …”
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Utilisation of antibiotics in a community pharmacy: A case from north-west, South Africa by Zanele Nsingo, Varsha Bangalee, Deanne Johnston

“…Conclusion: Antibiotic prescribing largely aligned with WHO guidelines; however, the high rate of Access antibiotics dispensed highlights the need for targeted interventions to improve prescribing practices and guideline adherence. …”
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Performance Estimation of Low Power and Area-Efficient Parallel Pipelined FFT by Surya P, Arunachalaperumal C, Dhilipkumar S

“…The BI multiplier design was synthesized in a field programmable gate array (FPGA), and the results show that the area efficiency could be improved by about 30 % and the power consumption and delay could be reduced by 56 %. …”
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Non-small cell lung cancer (NSCLC): characteristics, risk factors, molecular profile patterns, and treatment — a retrospective cohort study from Palestine by Abdallah Damin Abukhalil, Khaldieh Mansour, Wardah Alhaj, Inas Salah, Yousef Sahoury, Ni’meh Al-Shami, Mohammad Qawasmeh

“…Abstract Introduction and background Non-small cell lung cancer (NSCLC) is the third most common type of cancer in Palestine and has the highest mortality rate. Treatment approaches for NSCLC depend on many factors including stage, histology, molecular profile, and patient performance status. …”
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Frailty Index-laboratory and lymphocyte subset patterns in predicting 28-day mortality among elderly sepsis patients: a multicenter observational cohort study by Dongkai Li, Jiatong Hou, Zhan Shi, Xiao Li, Jiahui Zhang, Guoyu Zhao, Xianli Lei, Yawen Xie, Yuefu Wang, Hao Wang, Zhigang Chang, Na Cui

“…In multivariable analysis, high FI-lab risk (OR 2.31), APACHE-II scores (OR 1.08), heart rate (OR 1.01), NK cell count (OR 0.994), and pulmonary infection (OR 1.96) independently predicted 28-day mortality. …”
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Phenological growth and development stages of asparagus pea (Tetragonolobus purpureus Moench.) under different sowing patterns in the conditions of the Right-Bank Forest-Steppe of... by I. Bobos, O. Komar, I. Fedosiy, A. Matvienko

“…The study aimed to determine the rate of key growth and development phases of asparagus pea and to establish the dependence of these processes on specific cultivation technology elements, particularly sowing patterns, in the Right-Bank Forest-Steppe of Ukraine. …”
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Recovery from Resistance Exercise with or Without Blood Flow Restriction Results in an Early Biphasic Pattern of Change in Albumin Cys34 Oxidation in Untrained Males by Zi Xiang Lim, Jackson Peos, Stefan Ostojic, Peter G. Arthur, Paul A. Fournier

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The Reliability of Diagnosing Schizophrenia Using the GRU Layer in Conjunction with EEG Rhythms by Pankaj Kumar Sahu, Karan Jain

“…Deep learning methods and patterns found in EEG of brain activity are helpful features for verifying schizophrenia. …”
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Chrononutrition Patterns and Nutritional Status Among Working and Non-Working Women Aged 20-60 Years: A Cross-Sectional Study from Surat, India by Shilpee Agrawal, Umaymah Mohmad Degia

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High-speed threat detection in 5G SDN with particle swarm optimizer integrated GRU-driven generative adversarial network by R. Shameli, Sujatha Rajkumar

“…Moreover, the performance of this model is evaluated using the InSDN dataset and compared with existing DL model-based intrusion detection approaches and the results demonstrate a significantly higher accuracy rate of 98.4%, precision rate of 98%, recall rate of 98.5%, less detection time of 2.464 s, lesser Log loss rate of 1.0 and more metrics instilling confidence in the effectiveness of the proposed method.…”
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