WDRIV-Net: a weighted ensemble transfer learning to improve automatic type stratification of lumbar intervertebral disc bulge, prolapse, and herniation by Ichiro Nakamoto, Hua Chen, Rui Wang, Yan Guo, Wei Chen, Jie Feng, Jianfeng Wu

“…WDRIV-Net can serve as a guide in the initial and efficient type screening of complex degeneration of lumbar intervertebral discs (LID) and assist in the early-stage selection of clinically differentiated treatment options.…”
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Conducting genetic epidemiology research on hyperuricaemia and gout in an indigenous community in Guam - a feasibility study by Yvette C. Paulino, Frank Camacho, Tristan VC Paulino, Delores J. Lee, Lisa Linda Natividad, Elizabeth Matisoo-Smith, Tony R. Merriman, Anna L. Gosling

“…Methods In this feasibility study, the University of Guam led the qualitative inquiry with the native community, training (pre-screening of participants, data collection methods, and biospecimen handling), study implementation (outreach and recruitment, data collection, and DNA extraction and quantification), and qualitative and epidemiologic data analyses. …”
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Clinical Practice Guidelines of the Russian Society for the Study of the Liver, the Russian Gastroenterological Association, the National Scientific Society of Infectious Disease S... by V. T. Ivashkin, V. P. Chulanov, N. A. Mamonova, M. V. Maevskaya, M. S. Zharkova, I. N. Tikhonov, P. O. Bogomolov, E. V. Volchkova, A. S. Dmitriev, O. O. Znojko, E. A. Klimova, K. V. Kozlov, I. E. Kravchenko, E. Yu. Malinnikova, R. V. Maslennikov, M. I. Mikhailov, K. E. Novak, I. G. Nikitin, V. E. Syutkin, E. V. Esaulenko, A. A. Sheptulin, E. N. Shirokova, N. D. Yushchuk

“…Also, these recommendations present approaches to active screening of hepatitis in risk groups, preventive and rehabilitation measures after the end of treatment.Conclusion. …”
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DockCADD: A streamlined in silico pipeline for the identification of potent ribosomal S6 Kinase 2 (RSK2) inhibitors by El Mehdi Karim, Meriem Khedraoui, Abdelkbir Errougui, Yasir S. Raouf, Abdelouahid Samadi, Samir Chtita

“…Herein, we developed an open-source computational pipeline, identified as DockCADD (available at https://github.com/mehdikariim/DockCADD), which enables the identification of potent RSK2 inhibitors by automated virtual screening, ADME-Tox profiling, and molecular dynamics (MD) simulations. …”
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Fecal Microbiota Transplantation: A Systematic Review of Therapeutic Potential, Preparation Techniques, and Delivery Methods Across Medical Conditions by Syamand Ahmed Qadir, Qausar Hamed ALKaisy, Abdulbasit F. Hasan, Farhang Hameed Awlqadr, Ammar B. Altemimi, Aryan Mahmood Faraj, Angelo Maria Giuffrè, Mohammed N. Saeed, Sherzad Rasul Abdalla

“…However, rare serious adverse events underscore the need for rigorous donor screening and standardized preparation protocols to mitigate risks. …”
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Perfluorooctane sulfonate (PFOS) induced bone loss by inhibiting FoxO1-mediated defense against oxidative stress in osteoblast by Liming Xue, Jiale Xu, Ping Xiao, Yiping Jiang, Yuanjie Lin, Chao Feng, Yu’e Jin, Zhijun Zhou, Guoquan Wang, Dasheng Lu

“…Through transcriptome analysis, the differentially expressed genes (DEGs) were screened and the biofunctions were elucidated by Kyoto Encyclopedia of Genes and Genomes (KEGG) and The Gene Set Enrichment Analysis (GSEA). …”
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Circadian rhythm related genes signature in glioma for drug resistance prediction: a comprehensive analysis integrating transcriptomics and machine learning by Junbo Liao, Yingxing Duan, Xiangwang Xu, Yaxue Liu, Chaohong Zhan, Gelei Xiao

“…Result Signatures of 16 CRRGs were screened out and identified. Based on the CRRS model, an optimal comprehensive nomogram was created, exhibiting a favorable potential for predicting drug resistance in samples. …”
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Potential and mechanisms of indigenous Indonesian medicinal plants in treating sexual dysfunction: A systematic review and pharmacological network overview by Sukardiman, Roihatul Mutiah, Rosita Handayani

“…A systematic review search was conducted across three databases (PubMed, Scopus, and Springer) without limiting the publication years. Article screening was performed using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) flowchart. …”
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GC-MS Analysis, Antimicrobial and Antioxidant Activities of Extracts of the Aerial Parts of <i>Conyza sumatrensis</i> by Olapeju O Aiyelaagbe, Stephen O Oguntoye, Abdulmumeen A Hamid, Adebola M Ogundare, David B Ojo, Ajibola Ajao, Nurudeen O Owolabi

“…The crude extracts were screened for metabolites.  These extracts of the plant were evaluated for antimicrobial and antioxidant activities using agar  diffusion and DPPH method respectively. …”
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Dentinal Crack Formation and Quality of Obturation Using Two Single File Systems and Two Obturation Techniques: A micro-CT Study. by Shaban Shaban Omar, Bahar Jafaar Selivany

“…The specimens were scanned with Micro-CT before and after root canal preparation and after obturation. subsequently, all pre-and postoperative cross-sectional images of the roots were screened to identify the presence of dentinal defects. …”
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The type of infections and the use of antibiotics among patients with rheumatoid arthritis: A review by Asma D. Alshammari, Mona Matar Aldhafeeri, Amal M. Aldhafeeri, Maram Asaad Alanzi, Maha Bandar Almutairi, Jawaher Abdullah Alrasheedi, Thikra Adel Alsurur, Aeshah Dhahawi Alshammri

“…In all patients with rheumatoid arthritis, it is necessary to conduct initial screenings for hepatitis B virus and tuberculosis. Additionally, it is important to administer vaccinations for specific pathogens (such as pneumococcal, herpes zoster, and influenza) before and during treatment. …”
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A risk prediction score to identify patients at low risk for COVID-19 infection by Wui Mei Chew, Chee Hong Loh, Aditi Jalali, Grace Shi En Fong, Loshini Senthil Kumar, Rachel Hui Zhen Sim, Russell Pinxue Tan, Sunil Ravinder Gill, Trilene Ruiting Liang, Jansen Meng Kwang Koh, Tunn Ren Tay

“…Risk score cut-offs of 0.6 for Model 1 and 0.2 for Model 2 had 100% sensitivity, allowing identification of patients with low risk for COVID-19. Limiting COVID-19 screening to only elevated-risk patients reduced the number of isolation days for surveillance patients by up to 41.7% and COVID-19 swab testing by up to 41.0%. …”
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Utilizing the subtractive proteomics approach to design ensemble vaccine against Candida lusitaniae for immune response stimulation; a bioinformatics study. by Habiba Naz, Rimsha Timotheous, Muhammad Farhan Sarwar, Tariq Nadeem, Mudassar Fareed Awan, Sajed Ali, Sophia Awais, Irfan Ahmed

“…Keeping in view this very important concept, we have designed in-silico vaccine against C. lusitaniae by following the subtractive proteomics approach. Initially, the screening of therapeutic targets was performed to identify potent vaccine candidates from the whole proteome of C. lusitaniae. …”
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Isometric Knee Strength is Greater in Individuals Who Score Higher on Psychological Readiness to Return to Sport After Primary Anterior Cruciate Ligament Reconstruction by Barrie S. Sugarman, Zach B. Sullivan, Daniel Le, Carolyn Killelea, Mallory S. Faherty, Lee H. Diehl, Jocelyn R Wittstein, Jonathan C. Riboh, Alison P. Toth, Annunziato Amendola, Dean C. Taylor, Timothy C. Sell

“…The average ACL-RSI score was 83.1&plusmn;6.2 for the HS group and 61.8&plusmn;8.0 for the LS group. High scorers on the ACL-RSI performed significantly better on isometric knee flexion as measured via handheld dynamometry (22.61% &plusmn;6.01 vs. 12.12% &plusmn;4.88, p=0.001) than the low score group…”
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Risk factors for emergency presentation with lung and colorectal cancers: a systematic review by Una MacLeod, Elizabeth D Mitchell, Benjamin Pickwell-Smith

“…Two authors independently screened studies for inclusion.Results 22 studies with over 200 000 EPs were included, most providing strong evidence. …”
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The external validity of machine learning-based prediction scores from hematological parameters of COVID-19: A study using hospital records from Brazil, Italy, and Western Europe. by Ali Safdari, Chanda Sai Keshav, Deepanshu Mody, Kshitij Verma, Utsav Kaushal, Vaadeendra Kumar Burra, Sibnath Ray, Debashree Bandyopadhyay

“…The unprecedented worldwide pandemic caused by COVID-19 has motivated several research groups to develop machine-learning based approaches that aim to automate the diagnosis or screening of COVID-19, in large-scale. The gold standard for COVID-19 detection, quantitative-Real-Time-Polymerase-Chain-Reaction (qRT-PCR), is expensive and time-consuming. …”
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Target miRNA identification for the LPL gene in large yellow croaker (Larimichthys crocea) by Kalim Ullah, Aslam Hossain, Mingyue Cao, Liangyi Xue, Yajun Wang

“…This study conducted a comprehensive screening of candidate microRNAs (miRNAs) associated with Lipoprotein Lipase (LPL) in the large yellow croaker (Larimichthys crocea), utilizing sophisticated bioinformatics techniques across the species’ muscular and hepatic tissues. …”
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Capnography as a tool for triaging and diagnosis of diabetic ketoacidosis in the emergency department: A prospective observational study by Suhrith Bhattaram, Varsha Sambhaji Shinde, Princy Panthoi Khumujam, Anjeeth Puthoor Anilkumar, Dhruva Kumar Reddy

“…Finally, we aimed to determine the value of EtCO2 as a screening test for the exclusion of DKA. MATERIALS AND METHODS: This was a prospective cohort study carried out in the emergency department of a tertiary care teaching hospital from September 2020 to September 2021. …”
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Association between red blood cell distribution width-to-albumin ratio at admission and all-cause mortality in patients with acute pancreatitis based on the MIMIC-III database. by Qingsong Wu, Lianyi Liao, Qingjun Deng

“…<h4>Results</h4>Upon screening and excluding ineligible participants, a total of 931 patients with acute pancreatitis who met the inclusion criteria were analyzed. …”
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Evaluation and Management of Women who Have Experienced Stillbirth in Their Previous Pregnancies by Erdem Fadiloglu, Atakan Tanacan, Canan Unal, Mehmet Sinan Beksac

“…Conclusion: Patients with a prior stillbirth should be screened for MTHFR polymorphisms, autoimmune problems and hereditary thrombophilias, especially in case of absence of any etiological factor. …”
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