A machine learning model and identification of immune infiltration for chronic obstructive pulmonary disease based on disulfidptosis-related genes by Sijun Li, Qingdong Zhu, Aichun Huang, Yanqun Lan, Xiaoying Wei, Huawei He, Xiayan Meng, Weiwen Li, Yanrong Lin, Shixiong Yang

“…DRGs serve as a target for future predictive diagnostics, targeted prevention, and individualized therapy in COPD, facilitating the transition from reactive medical services to PPPM in the management of the disease.…”
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Machine Learning Models of Acute Kidney Injury Prediction in Acute Pancreatitis Patients by Cheng Qu, Lin Gao, Xian-qiang Yu, Mei Wei, Guo-quan Fang, Jianing He, Long-xiang Cao, Lu Ke, Zhi-hui Tong, Wei-qin Li

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Human adipose‐derived multipotent stromal cells enriched with IL‐10 modRNA improve diabetic wound healing: Trigger the macrophage phenotype shift by Yuxin Zhang, Wei Wang, Liang Chen, Heng Wang, Dong Dong, Jingjing Zhu, Yu Guo, Yiqun Zhou, Tianyi Liu, Wei Fu

“…These cells modulate macrophage polarization and promote tissue repair, demonstrating their potential for improving the management of diabetic wounds.…”
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Androgen receptor overexpression by immunohistochemistry in malignant salivary gland tumors in Tanzania by Subira Matiku, Gad Murenzi, Eulade Rugengamanzi, Edwin Liwa, Idd Shaban, Aron Orgenes, Erick P. Magorosa, Amos Mwakigonja, Edda Vuhahula

“…This suggests that androgen deprivation therapy (ADT) has the potential to play a role in the management of advanced SGTs. However, large-scale studies that will include comprehensive molecular investigations and efficacy exploration of ADT are recommended to clarify our current findings and inform therapeutic options for patient with high grade and recurrent tumors.…”
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Characterising COVID-19 empirical research production in Latin America and the Caribbean: A scoping review. by Cristián Mansilla, Cristian A Herrera, Laura Boeira, Andrea Yearwood, Analia S Lopez, Luis E Colunga-Lozano, Eva Brocard, Tatiana Villacres, Marcela Vélez, Gabriel Di Paolantonio, Ludovic Reveiz

“…Using a modified version of WHO's COVID-19 Coordinated Global Research Roadmap classification, 54.2% were epidemiological studies, followed by clinical management (22.3%) and candidate therapeutics (12.2%). …”
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The influence of baseline platelet on mortality risk in stroke and cancer patients: a cross-sectional analysis of the NHANES database by Yuqi Pei, Wei Ouyang, Peiyun Qi, Zhongjie Yan, Yaoru Li, Xiangjian Zhang, Cong Zhang, Lili Cui

“…This result may provide valuable insights for the long-term management in stroke patients with cancer.…”
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Prosocial competency-based model of a future teacher by E. I. Eroshenkova, I. S. Shapovalova, E. A. Karabutova, S. V. Anokhina, O. S. Miroshnikova

“…Moreover, the students’ responses allow determining “the ability to develop the other people’s talents and skills” and “the ability to help the other people” as the competencies of the prosocial vector of the competency-based model of a future teacher.The scientific novelty lies in the development of the prosocial competency-based model of a future teacher and in the allocation of 3 clusters of regulatory (stability and adaptability), affective (empathy and communication skills) and stimulating (time management and planning skills) competencies in its structure.The practical significance lies in the use of the materials as starting points for improving the competency-based model of a pedagogical university graduate.…”
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Granulomatous Lung Disease Requiring Mechanical Ventilation Induced by a Single Application of Oxaliplatin-Based Chemotherapy for Colorectal Cancer: A Case Report by Dane Wildner, Frank Boxberger, Axel Wein, Kerstin Wolff, Heinz Albrecht, Gudrun Männlein, Rolf Janka, Kerstin Amann, Jürgen Siebler, Werner Hohenberger, Markus F. Neurath, Richard Strauß

“…Combined chemotherapeutic regimens in conjunction with oxaliplatin are considered safe and effective treatment options in the clinical management of metastatic colorectal cancer. A 62-year-old male patient with a metastatic rectal carcinoma developed a pulmonary reaction after the first application of the combined standard chemotherapy regimen (5-fluorouracil and sodium folinic acid as a 24 h infusion and oxaliplatin). …”
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Nursing of a patient with percutaneous endoscopic gastrostomy (1例经皮内镜下胃造瘘术患者的护理体会) by PENG Dan (彭丹), ZHANG Rongwang (张荣旺), WANG Kunjie (王坤杰), LI Yuncui (李运翠), TANG Ling (唐玲), E Haiyan (鄂海燕)

“…This paper summarized the nursing management for a case of percutaneous endoscopic gastrostomy, including the preparation of preoperative instruments and articles, intraoperative operation process, postoperative psychological care, fistula stomy care, enteral nutrition care, complication prevention and health education. …”
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Comparison of biochar and Poultry Litter Treatment (PLT) amendments on broiler litter quality and bird performance by Maryam K. Mohammadi-Aragh, Katie L. Norris, Gary D. Chesser, Jr., John W. Lowe, Jeffrey D. Evans, Joseph L. Purswell, John E. Linhoss

“…SUMMARY: Broiler litter management is critical for overall bird health and performance. …”
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Two Cases of Composite Pheochromocytoma-Ganglioneuromas With Plasma Metanephrine Levels in the Subclinical Range Pheochromocytoma-Ganglioneuroma by Mayssam El Najjar, MD, Elie Naous, MD, Caroline Blake, Aysegul Bulut, MD, Alexander Perepletchikov, MD, Ann T. Sweeney, MD

“…We present 2 cases of composite pheochromocytoma-ganglioneuromas and review the diagnosis and management of these rare tumors. Case Report: Patient 1 and patient 2 were 35-year-old and 45-year-old woman, respectively. …”
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Single-cell transcriptomics analysis reveals dynamic changes and prognostic signature in tumor microenvironment of PDAC by Yongsheng Li, Zhilong Ding, Tingxin Cheng, Yihuai Hu, Fei Zhong, Shiying Ren, Shiyan Wang

“…This study not only provides insights into the evolving TME of PDAC but also offers a new prognostic model and potential therapeutic strategies, contributing to improved management and treatment of this aggressive cancer.…”
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Diagnostic cholangioscopy for surgical planning of extrahepatic cholangiocarcinoma by Min Je Sung, Suk Pyo Shin, Chang-Il Kwon, Incheon Kang, Sung Hwan Lee, Seok Jeong Yang, Beodeul Kang, Hong Jae Chon, Gwangil Kim, Chansik An, Kwang Hyun Ko

“…We reviewed the consecutive data of patients who received nab-paclitaxel plus gemcitabine-cisplatin for the management of extrahepatic CCC and underwent preoperative evaluations between June 2020 and August 2022. …”
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Estimation of Prevalence of Hospital-Acquired Blood Infections among Patients Admitted at a Tertiary Hospital in Oman over a Period of Five Years: A Cross-Sectional Study by Marah El-Beeli, Yahya Al-Farsi, Abdullah Balkhair, Zakariya Al-Muharrmi, Mansoor Al-Jabri, Samir Al-Adawi

“…The study calls for the timely formulation and adoption of national HA-BSI screening and management programs centered on surveillance systems based on real-time analytics and machine learning.…”
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The role of the microbiota and metabolites in the treatment of pulmonary fibrosis with UC-MSCs: Integrating fecal metabolomics and 16S rDNA analysis. by Yukai Luo, Shuang Zhou, Xiaojing Zhang, Yijian Lin, Jun Liu, Wenzhao Cheng, Yiming Zeng

“…The objective of our study was to investigate the potential therapeutic role of umbilical cord-derived MSCs (UC-MSCs) in the management of PF, with a focus on the alterations in the gut microbiota and its metabolites during the use of UC-MSCs for the treatment of pulmonary fibrosis, as well as the possible mechanisms involved.…”
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Synergistic Effect of Sugarcane Bagasse and Zinc Oxide Nanoparticles on Eco-Remediation of Cadmium-Contaminated Saline Soils in Wheat Cultivation by Emad M. Hafez, Khadiga Alharbi, Hany S. Gharib, Alaa El-Dein Omara, Essam Elatafi, Maha M. Hamada, Emadelden Rashwan, Tarek Alshaal

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The dynamics of sea otter prey selection under population growth and expansion by Clinton B. Leach, Benjamin P. Weitzman, James L. Bodkin, Daniel Esler, George G. Esslinger, Kimberly A. Kloecker, Daniel H. Monson, Jamie N. Womble, Mevin B. Hooten

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Deep Learning for Discrimination of Early Spinal Tuberculosis from Acute Osteoporotic Vertebral Fracture on CT by Liu W, Wang J, Lei Y, Liu P, Han Z, Wang S, Liu B

“…Wenjun Liu,1 Jin Wang,2 Yiting Lei,1 Peng Liu,3 Zhenghan Han,1 Shichu Wang,1 Bo Liu1 1Department of Orthopedics, First Affiliated Hospital, Chongqing Medical University, Chongqing, People’s Republic of China; 2College of Medical Informatics, Chongqing Medical University, Chongqing, People’s Republic of China; 3Department of Orthopedics, Daping Hospital, Army Medical University, Chongqing, People’s Republic of ChinaCorrespondence: Bo Liu, Department of Orthopedics, First Affiliated Hospital, Chongqing Medical University, Chongqing, People’s Republic of China, Tel +8613996065698, Email boliu@hospital.cqmu.edu.cnBackground: Early differentiation between spinal tuberculosis (STB) and acute osteoporotic vertebral compression fracture (OVCF) is crucial for determining the appropriate clinical management and treatment pathway, thereby significantly impacting patient outcomes.Objective: To evaluate the efficacy of deep learning (DL) models using reconstructed sagittal CT images in the differentiation of early STB from acute OVCF, with the aim of enhancing diagnostic precision, reducing reliance on MRI and biopsies, and minimizing the risks of misdiagnosis.Methods: Data were collected from 373 patients, with 302 patients recruited from a university-affiliated hospital serving as the training and internal validation sets, and an additional 71 patients from another university-affiliated hospital serving as the external validation set. …”
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Health extension workers job satisfaction and associated factors in Ethiopia: a systematic review and meta-analysis by Amlaku Nigusie Yirsaw, Gebeyehu Lakew, Eyob Getachew, Mulugeta Desalegn Kasaye, Ermias Bekele Enyew, Demis Getachew, Abiyu Abadi Tareke

“…Supportive supervision (AOR = 4.42; 95% CI: 2.23, 8.23), training opportunities (AOR = 4.69; 95% CI: 2.72, 6.61), and support from management (AOR = 4.90; 95% CI: 3.03, 6.77) were statistically associated with the level of job satisfaction among HEW in Ethiopia. …”
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A Novel Model Using ML Techniques for Clinical Trial Design and Expedited Patient Onboarding Process by Iyer A, Narayanaswami S

“…Abhirvey Iyer,1 Sundaravalli Narayanaswami2 1Department of Pharmaceutical Engineering & Technology, Indian Institute of Technology (BHU) Varanasi, Varanasi, Uttar Pradesh, India; 2Public Systems Group, Indian Institute of Management Ahmedabad, Ahmedabad, Gujarat, IndiaCorrespondence: Sundaravalli Narayanaswami, Email sundaravallin@iima.ac.inIntroduction: Clinical trials are critical for drug development and patient care; however, they often need more efficient trial design and patient enrolment processes. …”
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