Organizing the laboratory testing procedures in ischemic stroke patients by Olga V. Lyang, Yulia V. Novozhenova, Irina A. Zhirova

“…Each medical organization is recommended to arrange the time tracking of all the processes of stroke patient admission for detecting the most time-intensive activities.…”
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A Comparative Review: Biological Safety and Sustainability of Metal Nanomaterials Without and with Machine Learning Assistance by Na Xiao, Yonghui Li, Peiyan Sun, Peihua Zhu, Hongyan Wang, Yin Wu, Mingyu Bai, Ansheng Li, Wuyi Ming

“…Finally, a comparative analysis of traditional methods and machine learning techniques for detecting the toxicity of metal nanomaterials is presented, emphasizing the key challenges that need to be addressed in future research.…”
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Measurement and evolution of government attention to the health industry in China based on the BERTopic model. by Jian Jin, Hongbin Du, Zhaoyu Liu

“…<h4>Objectives</h4>This paper aims to measure the government's attention to the health industry accurately, which is crucial for understanding policy directions and resource allocation strategies.<h4>Methods</h4>Addressing the limitations of traditional word frequency methods, such as restricted word segmentation and ambiguous terms, the BERTopic (Bidirectional Encoder Representations from Transformers Topic Modeling) is applied to measure government attention at the sentence level. …”
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Real-world safety assessment of Ixekizumab based on the FDA Adverse Event Reporting System (FAERS). by Yuzhe Cheng, Jingyi Ma, Jun Niu

“…While clinical trials demonstrate its efficacy, real-world safety insights remain critical due to limitations in detecting rare or delayed adverse events (AEs).<h4>Methods</h4>This study analyzed 28,889 ixekizumab-associated AE reports from the first quarter of 2016 to the third quarter of 2024 in the FDA Adverse Event Reporting System (FAERS) using disproportionality methods (ROR, PRR, MGPS, BCPNN) and Weibull distribution modeling. …”
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Assessing the deep learning based image quality enhancements for the BGO based GE omni legend PET/CT by Meysam Dadgar, Amaryllis Verstraete, Jens Maebe, Yves D’Asseler, Stefaan Vandenberghe

“…Conclusion This study conducted a thorough evaluation of deep learning algorithms in the GE Omni Legend PET/CT scanner, demonstrating that these methods enhance image quality, with notable improvements in CRC and CNR, thereby optimizing lesion detectability and offering opportunities to reduce image acquisition time.…”
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Clinical features of patients with ankylosing spondylitis with inefficacy of two or more biological disease modifying antirheumatic drugs by Sh. F. Erdes, K. V. Sakharova, T. V. Dubinina, M. V. Cherkasova

“…The “Treat-to-target” (T2T) strategy for axial spondyloarthritis (axSpA) has made it possible to optimize therapy in most patients, but in some of them the treatment goals are not achieved.Objective: to analyze the clinical features of patients with ankylosing spondylitis (AS) with inefficacy of two or more biological disease modifying antirheumatic drugs (bDMARDs).Material and methods. …”
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Exploring Attention in Depth: Event-Related and Steady-State Visual Evoked Potentials During Attentional Shifts Between Depth Planes in a Novel Stimulation Setup by Jonas Jänig, Norman Forschack, Christopher Gundlach, Matthias M. Müller

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Comparing the effectiveness of different exercise interventions on quality of life in stroke patients: a randomized controlled network meta-analysis by Liqun Jiang, Huimin Ding, Qishuai Ma, Shang Gao, Xinxin Zhang, Buongo Chun

“…Conclusion This study indicates that different training methods have a significant impact on various dimensions of quality of life in stroke patients. …”
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Effect of adaptation duration to environmental conditions of the north on morphofunctional restructuring of capillary blood flow by Inessa V. Averyanova, Sergei I. Vdovenko

“…Background — We studied blood microcirculation and features of capillary morphology in young men with various duration of adaptation to the environmental conditions of Northeast Russia (Magadan Oblast). Methods — We examined 211 young men 17-21 years of age who were permanent residents of the North. …”
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Inspection of railway catenary systems using machine learning with domain knowledge integration by Kacper Marciniak, Paweł Majewski, Jacek Reiner

“…Proposed methods substantially improve metrics such as AP50, precision, recall, and F1-score, particularly in detecting small and hard-to-spot catenary components such as insulators. …”
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Prediction of Therapeutic Response and Prognosis in Ovarian Cancer Patients With Plasma Circulating Biomarkers by Haixia Cheng, Guangwen Yuan, Leilei Liang, Tiantian Wang, Jiarun Zhu, Hongying Yang, Zhendiao Zhou, Pei Wang, Qianqian Song, Yuchen Jiao, Mei Liu, Lingying Wu

“…ABSTRACT Background To assess whether changes in TP53 mutations and copy number alterations (CNA) in plasma circulating tumor DNA (ctDNA) can predict treatment response and prognosis in platinum‐resistant recurrent ovarian cancer (PROC) patients. Methods Fifty‐seven PROC patients were recruited. …”
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AI-Driven Integration of Deep Learning With Lung Imaging, Functional Analysis, and Blood Gas Metrics for Perioperative Hypoxemia Prediction by Kecheng Huang, Chujun Wu, Rongpeng Pi, Jieyu Fang

“…Traditional diagnostic methods such as radiological imaging and ABG analysis often lack integrated predictive accuracy. …”
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Assessing AI-Based Software’s Precision in Identifying Oral Lesions from Radiographs by Hamzah Ali Babkair, Mohammed Enamur Rashid, Abedalla Abdelghani, Tarek M. Ibrahim, Mohammad Khursheed Alam

“…Sensitivity, specificity, and accuracy were calculated for both methods. Statistical analysis was performed using the Chi-square test, with a significance level set at P < 0.05. …”
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PO96 | Patient management with arteriovenous thrombotic manifestation and hemorrhagic complications

“…We can think about what the correct therapeutic choise is to safeguard the patient on the arterial and venous side. Methods: Man of 66 years old arrives to optimize his drug therapy. …”
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Posteromedial varus fatigue fragment (PVFF) in severe varus knee osteoarthritis phenotype: incidence, surgical implications, and management by Bagaria Vaibhav, Tiwari Anjali

“…Methods: A retrospective analysis was conducted of 856 consecutive TKA cases performed by a single surgeon. …”
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After action review of the response to an outbreak of Lassa fever in Sierra Leone, 2019: Best practices and lessons learnt. by Charles Njuguna, Mohamed Vandi, Evans Liyosi, Jane Githuku, James Sylvester Squire, Ian Njeru, Ian Rufus, Victoria Katawera, Wilson Gachari, Robert Musoke, Claudette Amuzu, Mukeh Fahnbulleh, Joseph Bunting-Graden, Janet Kayita, James Bunn, Ambrose Talisuna, Zabulon Yoti

“…We report on the findings of the AAR including best practices and lessons learnt.<h4>Methods</h4>A two stage review process was employed. …”
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Impacts of Different Tillage and Straw Management Systems on Herbicide Degradation and Human Health Risks in Agricultural Soils by Yanan Chen, Feng Zhang, Qiang Gao, Qing Ma

“…The results demonstrate that tillage methods significantly influence herbicide degradation kinetics, thereby affecting environmental persistence and ecological risks. …”
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Concordance between MRI and clinical examination in cervical cancer staging: a retrospective study by Umesh Sharma, Birendra Kumar Yadav, Ujwal Rai, Akash Pradhan, Jyoti Bhaju Lama, Alok Thakur

“…This study evaluates MRI-CE concordance in staging cervical cancer at a Nepalese tertiary center, hypothesizing moderate agreement with MRI detecting occult spread missed by CE. Methods This retrospective study (2020–2023) included 76 patients with histologically confirmed cervical cancer and complete MRI (1.5T, T2/DWI/post-contrast) and CE (pelvic exam, punch/cone biopsy) data at Purbanchal Cancer Hospital. …”
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Expression of a Novel HIV-1 Gag-Pol-Env-Nef-Rev Multi-Epitope Construct in Escherichia coli by Elahe Akbari, Soheila Ajdari, Esmat Mirabzadeh Ardakani, Elnaz Agi, Vahid Khalaj, Azam Bolhassani

“…This study aimed to express an HIV-1 multiepitope protein as an antigen candidate to develop a vaccine.  Methods: In this study, the codon-optimized encoding sequence of the designed multi-epitope construct (Gag-Pol-Env-Nef-Rev) was synthesized and subcloned into the pET-24a (+) expression vector. …”
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Transplantation and Pregnancy by Pinar Erkan Uc, Sermet Sagol

“…Specific criteria such as pre-pregnancy serum creatinine levels and blood pressure control, as well as adherence to immunosuppressive therapy, significantly influence pregnancy success in transplant patients. In this review, optimizing pregnancy outcomes often involves addressing maternal and fetal risks, regular graft monitoring to detect potential complications such as organ rejection, and regulation of transplant medications to ensure safety and efficacy during pregnancy. …”
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