MEL-YOLO: A Novel YOLO Network With Multi-Scale, Effective, and Lightweight Methods for Small Object Detection in Aerial Images by Yang Yang, Fangtao Feng, Guisuo Liu, Juxing Di

“…We have selected four C3 modules, each with a substantial number of output channels, to integrate with the Ghost module. …”
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Clinical Efficacy and Safety of a New Method for Pressure Off-load for Patients with Diabetic Foot Syndrome: Ankle-foot Pneumoorthosis with TM Orlett by Galina Yur'evna Strakhova, Sergey Valentinovich Gorokhov, Irina Nikolaevna Ul'yanova, Gagik Radikovich Galstyan

“…s classification. We excluded patients with infected wounds, osteomyelitis, Charcot osteoarthropathy or peripheral vascular disease. …”
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Predictive modeling of multidrug resistance in female genital infections: implications for early urinary tract infection detection by Francis Chukwuebuka Ihenetu, Chinyere I. Okoro, Emeka Henry Okechukwu, Makuochukwu Maryann Ozoude, Farirai Melania Farirai

“…Common symptoms included inflammation (51.3%), vaginal discharge (21.2%), and menstrual disorders (11.5%). …”
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Abstract 181: Technical success of the WEB‐17 system for intracranial aneurysms: Summary of the early experience by Amro Elrefaei, Sherief Ghozy, Ahmed Sallam Motawei, Hassan Kobeissi, Charbel Moussalem, David F. Kallmes, Ramanathan Kadirvel

“…Complete occlusion was defined as Raymond–Roy occlusion classification (RROC) class I, and adequate occlusion was defined as RROC class I or II. …”
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A systematic review of natural language processing applications in Trauma & Orthopaedics by Luke Farrow, Arslan Raja, Mingjun Zhong, Lesley Anderson

“…Cite this article: Bone Jt Open 2025;6(3):264–274.…”
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Risk of myocardial infarction and stroke following microbiologically confirmed urinary tract infection: a self-controlled case series study using linked electronic health data by Ashley Akbari, David Gillespie, Fiona V Lugg-Widger, Rebecca Cannings-John, Kathryn Hughes, Nicola F Reeve, Haroon Ahmed, Fatemeh Torabi, Mandy Wootton, Victoria Best

“…There were 120 MIs during risk periods and 2190 during baseline periods, with an increased risk of MI for 1–7 days following UTI (IRR 2.49, 95% CI (1.65 to 3.77)). There were 200 strokes during risk periods and 2640 during baseline periods, with an increased risk of stroke for 1–7 days following UTI (IRR 2.34, 95% CI (1.61 to 3.40)).Conclusions UTI may be a trigger for MI or stroke. …”
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Rapid discrimination and quantification of chemotypes in Perillae folium using FT-NIR spectroscopy and GC–MS combined with chemometrics by Dai-xin Yu, Cheng Qu, Jia-yi Xu, Jia-yu Lu, Di-di Wu, Qi-nan Wu

“…The random forest algorithm achieved >90 % accuracy in chemotype classification. Furthermore, the main components of perilla ketone and isoegomaketone in PF were successfully quantified using partial least squares regression models, with prediction to deviation values of 3.76 and 2.59, respectively. …”
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Continuity of care and medication adherence in patients with angina: a retrospective cohort study using Korea’s National Health Insurance data by Dayea Kim, Jaewoo Cha

“…Complications, defined as the onset of coronary artery disease (International Classification of Diseases, 10th Revision: I20–I25), were analysed using Kaplan-Meier survival curves and Cox proportional hazards models, adjusting for key sociodemographic and clinical covariates.Results Among the study cohort (mean age 63.4 years; 54.3% female), 64.2% had low COC. …”
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Estimation of quality of life after operative treatment for venous trophic ulcers of the lower extremities by V. І. Liakhovskyi, R. М. Riabushko, А. V. Sydorenko

“…Besides this, 29 (85.3%) patients of Group II have noted, that even while some symptoms persisted, their subjective signs reduced, leading to the well-being improvement. …”
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Incidência de cefaléia em uma comunidade hospitalar Headache incidence in a hospital community by VIVIANE H. FLUMIGNAN ZÉTOLA, EDISON MATOS NÓVAK, ANDRÉA LUIZ, BENEDITO O. DE S. BRANCO, BERENICE KOMINEK SATO, CRISTINA SAYURI NITA, MARCOS HENRIQUE BUBNA, RODRIGO DE ALMEIDA PRADO, LINEU CESAR WERNECK

“…A physician was consulted only by 41.3%. Cranium X-ray was the most frequently requested exam…”
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The Impact of Coronavirus Disease 2019 on the Postoperative Complication of Pediatric Orthopedic Surgery: A Multicenter Retrospective Cohort Study by Wen-Yu Jao, Chih-Cheng Lai, Chi-Sheng Chien, Yi-Ju Li

“…To investigate the association of time since COVID-19 infection with surgical risk, we categorized diagnoses from 7 days to 3 months before surgery as recent infections, and those from 3 months to 1 year as remote infections. …”
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Analysis of Series of Cases of Fibrous Dysplasia of Proximal Femur in Pediatric Population by Sumit Gupta, Ankur Agarwal, Lokesh Raghav, Shray Jain, Amit Kumar Gupta

“…It presents in two main forms – monostotic, which is more common affecting a single bone and presenting usually in 3rd decade of life; polyostotic, affecting several bones, is less common, and is seen mainly in the 1st decade of life. …”
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Proteomics mapping of cord blood identifies haptoglobin "switch-on" pattern as biomarker of early-onset neonatal sepsis in preterm newborns. by Catalin S Buhimschi, Vineet Bhandari, Antonette T Dulay, Unzila A Nayeri, Sonya S Abdel-Razeq, Christian M Pettker, Stephen Thung, Guomao Zhao, Yiping W Han, Matthew Bizzarro, Irina A Buhimschi

“…A proteomics discovery phase employing two-dimensional differential gel electrophoresis (2D-DIGE) and mass spectrometry identified 19 differentially-expressed proteins in cord blood of newborns with culture-confirmed EONS (n = 3) versus GA-matched controls (n = 3). Ontological classifications of the proteins included transfer/carrier, immunity/defense, protease/extracellular matrix. …”
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Surveillance of SARS-CoV-2 variants in Henan, China from 2023 to 2024 by Yun Song, Bicong Wu, Hongxia Ma, Yafei Li, Su Yan, Jingjing Pan, Haifeng Wang, Ying Ye, Xueyong Huang, Wanshen Guo

“…The clinical severity of different variants was assessed in relation to patient sex, age, clinical classification, and vaccination status.ResultsBetween Week 1 of 2023 and Week 11 of 2024, a total of 5,965 complete SARS-CoV-2 genome sequences were obtained, including 3,004 male (50.36%) and 2,961 female (49.64%) cases. …”
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Mini-invasive technologies in the treatment of patients with acute adhesion small intestinal obstruction by P. V. Ivanchov, O. I. Lissov, Ye. Ye. Peresh

“…The grading of postoperative complications was carried out in accordance with the classification of P. A. Clavien and D. Dindo (2009), according to which a statistically significant difference is noted in the studied groups: 14 (14.1 %) of the main group and 23 (32.8 %) of the comparison group, III, IV and V degrees of complications were preferred. …”
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Research Progress on Nucleus-Targeting Carbon Nanoparticles for Tumor Imaging and Therapy by Mu H, Dong W, Chen L, Li Q, Xue B, Xing Y, Liu J, Wei Y, Fan J, Liang T, Yang Y, Yu S

“…This review summarizes the latest classification progress of nucleus-targeted CNPs, their mechanisms of action in cancer-targeted diagnosis and treatment, and their applications in cancer therapy. …”
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Shock of birth evaluation of neurologic status of term newborn in the first 48 hours of life Choque do nascimento: avaliação do vigor neurológico do recém-nascido a termo nas prime... by Rudimar Dos Santos Riesgo, Alexandre Tellechea Rotta, Newra Tellechea Rotta

“…There was also a correlation between shock of birth and newborn sex, birth weight, thoracic circumference and the Battaglia and Lubchenco classification. The shock of birth lasted less than 24 hours in 70% of the newborns and less than 48 hours in 84.3%. …”
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Effect of bilirubin and Gilbert syndrome on health: cohort analysis of observational, genetic, and Mendelian randomisation associations by Willie Hamilton, Fergus W Hamilton, Nicholas J Timpson, KWM Abeysekera

“…However, only 1701 (3%) of this group had a coded diagnosis of Gilbert syndrome. …”
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Metode Deteksi Intrusi Menggunakan Algoritme Extreme Learning Machine dengan Correlation-based Feature Selection by Sulandri Sulandri, Achmad Basuki, Fitra Abdurrachman Bachtiar

“…The method used to do intrusion detection by classification is using the Extreme Learning Machine (ELM) method. …”
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Differentiating Emphysema From Emphysema-Dominated COPD Patients with CT Imaging Feature and Machine Learning by Guo W, Li M, Li Y, Fan X, Wu L

“…Wanjin Guo,1 Mengqi Li,1 Ying Li,2 Xiaole Fan,3 Lei Wu4 1Department of Respiratory and Critical Care Medicine, Shanxi Provincial People’s Hospital, Taiyuan, People’s Republic of China; 2Department of Radiology, Shanxi Provincial People’s Hospital, Taiyuan, People’s Republic of China; 3Department of Information Management, Shanxi Provincial People’s Hospital, Taiyuan, People’s Republic of China; 4Department of Oncology, The Fifth Clinical Medical College of Shanxi Medical University, Taiyuan, People’s Republic of ChinaCorrespondence: Wanjin Guo, Email vipguowanjin@126.comBackground: Differentiating between emphysema and emphysema-dominant chronic obstructive pulmonary disease (COPD) remains challenging but crucial for appropriate management. …”
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