Clinical patterns and predictors of trauma-related mortality over 13 years: a retrospective analysis from a Level 1 National trauma center by Ayman El-Menyar, Sandro Rizoli, Ahammed Mekkodathil, Mohammad Asim, Sajid Atique, Abdel-Aziz Hammo, Hisham Jogol, Ahad Kanbar, Khalid Ahmed, Rafael Consunji, Husham Abdelrahman, Asmaa Al-Atey, Ahmad Kloub, Fernando Spencer Netto, Gustav Strandvik, Hassan Al-Thani

“…Pre-hospital deaths followed a similar pattern to the overall mortality, while the in-hospital rates remained steady. …”
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Bacterial Isolates and Antibacterial Resistance Patterns in a Patient with Acute Exacerbation of Chronic Obstructive Pulmonary Disease in a Tertiary Teaching Hospital, Southwest Et... by Abdulhakim Mussema, Getenet Beyene, Mulatu Gashaw

“…Having two or more exacerbation experiences in the previous year were found to be important determinants of the sputum culture positivity. Conclusions. High rates of MDR, ESBL, and carbapenemase producer bacteria were isolated from patients with AECOPD. …”
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Spatial patterns and temporal trends of tracheal, bronchus, and lung cancer attributed to particulate matter pollution in Asia and its 34 countries and territories, 1990–2021 by Minxia Yang, Feng Xuan, Liejiong Wang, Ying Lou, Shengjian Yu

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Patterns of Treatment and Real‐World Outcomes of Patients With Non‐small Cell Lung Cancer With EGFR Exon 20 Insertion Mutations Receiving Mobocertinib: The EXTRACT Study by Geoffrey Liu, Shi Feng Nyaw, Tony S. K. Mok, Hubert Curcio, Alexis B. Cortot, Tsz Yeung Kam, Renaud Descourt, Yin Kwan Chik, Parneet Cheema, James M. Gwinnutt, Eric N. Churchill, Justin Nyborn, Eileen Curran, Alexandra Savell, Yu Yin, Katie Chong, Yuka Tanaka‐Chambers, Julian Kretz, Jacques Cadranel

“…The median real‐world progression‐free survival (PFS) on mobocertinib was 4.76 months (95% CI: 3.98, 6.21). The overall response rate and disease control rate were 20.0% and 48.6%, respectively (median duration of response: 8.34 months [95% CI: 3.61, 9.49]). …”
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War’s youngest victims: a descriptive cross-sectional study on injury distributions, severity patterns, and outcomes among paediatric trauma patients in Kharkiv, Ukraine by Filippa Sennersten, Safora Frogh, Gustav Falk, Mariia Matvieienko, Olha Karafulidi, Olha Konstantynovska, Yohan Robinson, Andreas Wladis, Denise Bäckström

“…Conclusions This study offers new insights into paediatric trauma from modern warfare in a high-income setting, highlighting the occurrence of blast and shelling injuries, injury patterns overall similar to previous conflicts, and high disability rates at discharge. …”
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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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Global trends of depressive disorders among women of reproductive age from 1990 to 2021: a systematic analysis of burden, sociodemographic disparities, and health workforce correla... by Fangyi Dai, Yuzhou Cai, Min Chen, Yong Dai

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Configuration and Dynamic Analysis of Complex Docking Test Platform by ZHANG Yuan, FAN Chang-zhen

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Prevalence, Antimicrobial Susceptibility Pattern, and Associated Factors of Urinary Tract Infections among Adult Diabetic Patients at Metu Karl Heinz Referral Hospital, Southwest E... by Tesfaye Gutema, Fitsum Weldegebreal, Dadi Marami, Zelalem Teklemariam

“…The escalating antimicrobial resistance rate among bacteria over the past years is another concern in the treatment of urinary tract infections. …”
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Pattern of disease and predictors of mortality among critically ill geriatric patients admitted to intensive care unit at a teaching hospital in Ethiopia: a retrospective cohort st... by Amanuel Sisay Endeshaw, Sitotaw Tesfa Zegeye, Meseret Hulualem Nega, Simachew Amogne Debas, Mulat Mossie Derseh

“…The incidence rate of mortality was 6.3 deaths per 100 person-days observation. …”
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Large language models' knowledge of children's memory and suggestibility: Evaluating model predictions of prior experimental results by Pekka Santtila, Yongjie Sun, Kristjan Kask, Liisa Järvilehto, Jiaxing Xiu

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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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Analysing referral patterns from a primary dermatological clinic to other medical institutions for further care: A survey on patients with certain skin diseases in Japan by Daisuke Ueo, Takashi Sakai, Erika Ochiai, Jun Sese, Yutaka Hatano

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Smartphone-Based Sensing System for Identifying Artificially Marbled Beef Using Texture and Color Analysis to Enhance Food Safety by Hong-Dar Lin, Yi-Ting Hsieh, Chou-Hsien Lin

“…Experimental results reveal that the system achieves a recall rate of 95.00% for fat-injected beef, a misjudgment rate of 1.67% for non-fat-injected beef, a correct classification rate (CR) of 93.89%, and an F1-score of 95.80%, demonstrating its potential as a human-centered healthcare tool for ensuring food safety and transparency.…”
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Drug utilization pattern and cost analysis of antidiabetic drugs among type 2 diabetic patients at a teaching hospital in South India: A prospective observational study by Sekar Kavitha, Anandabaskar Nishanthi, Vivekraj Navabalan, Shanthi Manickam, Anuranjani Dhamodharan, Girija Subramanian

“…Conclusion: This study highlights areas for improvement, including the use of multiple medications, a relatively high rate of injectable prescriptions, and opportunities to enhance generic prescribing among diabetic patients in a teaching hospital in India. …”
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From Funding Equity Initiatives to Research Productivity: Quantifying the Impact of NSF ADVANCE Awards on Recipients’ Publication Trajectories by Alexander J. Gates, Laura K. Nelson, Rachael Grudt, Kathrin Zippel

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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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Driving Pattern Analysis, Gear Shift Classification, and Fuel Efficiency in Light-Duty Vehicles: A Machine Learning Approach Using GPS and OBD II PID Signals by Juan José Molina-Campoverde, Juan Zurita-Jara, Paúl Molina-Campoverde

“…After a thorough evaluation, the KNN (Fine KNN) model proved to be the most effective, achieving an accuracy of 99.7%, an error rate of 0.3%, a precision of 99.8%, a recall of 99.7%, and an F1-score of 99.8%, outperforming other models in terms of accuracy, robustness, and balance between metrics. …”
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Feeding Preferences, Growth Patterns and Reproductive Characteristics of Fall Armyworm (<i>Spodoptera frugiperda</i>) Indicate the Potential of <i>Ficus</i> Tree as New Host Plant by Changqi Chen, Yan Wang, Yana Zhou, Zhu Liu, Zongbo Li, Yuan Zhang

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Admission Outcome and Antimicrobial Resistance Pattern of Bacterial Isolates among Neonates with Suspected Sepsis in Neonatal Intensive Care Unit at Dessie Comprehensive Specialize... by Genet Molla Fenta, Hiwot Ketema Woldemariam, Yeshi Metaferia, Abdurahaman Seid, Daniel Gebretsadik

“…Conclusion. The rate of bacterial growth was found to be high; E. coli and S. aureus were the predominant organisms. …”
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