Enhancing Semi-Supervised Learning With Concept Drift Detection and Self-Training: A Study on Classifier Diversity and Performance by Jose L. M. Perez, Roberto S. M. Barros, Silas G. T. C. Santos

“…These classifiers were combined with several detectors and tested on a total of 84 artificial and five real-world datasets. The experiments were conducted with 15% and 30% of labeled data, the main percentages addressed in this research, while 100% was used to provide additional grounding in some cases. …”
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Targeting HVEM-GPT2 axis: a novel approach to T cell activation and metabolic reprogramming in non-small cell lung cancer therapy by Yuanshan Yao, Chunji Chen, Bin Li, Wen Gao

“…Methods The lung cancer datasets for this study were directly downloaded from The Cancer Genome Atlas (TCGA). …”
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TAME 2.0: expanding and improving online data science training for environmental health research by Alexis Payton, Alexis Payton, Alexis Payton, Elise Hickman, Elise Hickman, Elise Hickman, Jessie Chappel, Jessie Chappel, Jessie Chappel, Kyle Roell, Kyle Roell, Lauren E. Koval, Lauren E. Koval, Lauren A. Eaves, Lauren A. Eaves, Chloe K. Chou, Chloe K. Chou, Chloe K. Chou, Allison Spring, Allison Spring, Sarah L. Miller, Sarah L. Miller, Sarah L. Miller, Oyemwenosa N. Avenbuan, Oyemwenosa N. Avenbuan, Oyemwenosa N. Avenbuan, Rebecca Boyles, Rebecca Boyles, Paul Kruse, Cynthia V. Rider, Grace Patlewicz, Caroline Ring, Cavin Ward-Caviness, David M. Reif, Ilona Jaspers, Ilona Jaspers, Ilona Jaspers, Ilona Jaspers, Ilona Jaspers, Rebecca C. Fry, Rebecca C. Fry, Rebecca C. Fry, Julia E. Rager, Julia E. Rager, Julia E. Rager, Julia E. Rager

“…Also new to TAME 2.0 are “Test Your Knowledge” activities at the end of each training module, in which participants are asked additional module-specific questions about the example datasets and apply skills introduced in the module to answer them. …”
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Predictive factors of thrombosis during autologous stem cell transplantation in multiple myeloma: Experience from EHU Oran (Algeria) by Mohammed Amine BEKADJA, Brahim BENZINEB, Mansour BELKACEM, Hafida OUDJERIOUAT, Badra ENTASOLTAN, Soufi OSMANI, Kamila AMANI, Samira BOUCHAMA, Leila CHAREF, Mohamed BRAHIMI, Abdessamad ARABI, Rachir Amar BOUHASS, Nabil YAFOUR

“…Thepredictive factors studied are: age, co-morbidities, use of IMiDs, use of Granocyte colony stimualing factor in mobilization, the central venous catheter insertion site, cytapheresis count, CD34+ perfused, and finally deep venous thrombosis prophylaxis by a low molecular weight heparin .The statistical analysis focused on a univariate study, followed by a multivariate analysis using binary logistic regression. …”
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Novel image registration algorithm for scene-matching navigation by Hongrui YANG, Qiju ZHU, Peixian CAO, Hao GU, Dongdong ZHAO

“…Our framework has been rigorously evaluated across diverse multimodal image pairs, including optical–optical, optical–SAR, and optical–hyperspectral datasets. Our algorithm has been compared with current state-of-the-art image registration methods, including traditional feature–based approaches such as DSOG, histogram of oriented phase congruency (HOPC), and radiation-variation insensitive feature transform (RIFT), as well as deep learning–based techniques such as Loftr and Superpoint. …”
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Efficacy of medical thoracoscopy combined with fibrinolytic therapy in the treatment of complicated parapneumonic effusions and empyema by Feng-Fu Zhan, Mao-Hong Huang, Yan-Ping Du, Yan Chen, Han-Han Chen, Yi-Li Lin, Yi-Yuan Chen, Ling Cai, Xiao-Bin Zhang

“…The traditional treatment group received pleural catheter drainage combined with urokinase therapy. …”
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Prevalence of β-lactam antibiotic resistance of Escherichia coli isolated from a neonatal intensive care unit by Jian Zhou, Jingqian Zhou, Min Chen, Pan Lü, Chunming Jiang

“…Among these, 62 cases presented strains, which were resistant against at least one of seven ß-lactam antibiotics associated with conditions such as ventilator-associated pneumonia (35/62), catheter-associated urinary tract infection (14/62), necrotizing enterocolitis (7/62), skin infection (1/62), and neonatal septicemia (5/62). …”
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Sex and outcomes of patients with microsatellite instability-high and BRAF V600E mutated metastatic colorectal cancer receiving immune checkpoint inhibitors by Michael Hoffmeister, Hermann Brenner, Chiara Cremolini, Sara Lonardi, Filippo Pietrantonio, Julien Taieb, David Tougeron, Robyn L Ward, Marco Vitellaro, Thierry André, Pierre Laurent-Puig, Jitendra Jonnagaddala, Francesca Bergamo, Raghav Sundar, Claire Gallois, Michael J Overman, Jakob Nikolas Kather, Lisa Salvatore, Romain Cohen, Rossana Intini, Priya Jayachandran, Miriam Koopman, Javier Ros, Marwan Fakih, Vincenzo Nasca, Giacomo Mazzoli, Jeanine M L Roodhart, Filippo Ghelardi, Elena Elez, Durgesh Wankhede, Marta Ligero, Joseph Zhao, Koen Zwart, Jeroen Derksen, Nicholas Hawkins, Javier Carmona

“…Finally, we explored two public microarray and RNA-seq datasets from patients with non-metastatic or metastatic MSI-H CRC to gain translational insights on the association between sex, BRAF status and immune contextures/ICI efficacy.Results Although no differences were observed between females and males either overall or in the BRAF wild-type cohort, male sex was associated with inferior progression-free survival (PFS) and overall survival (OS) in the BRAF mutated cohort (in multivariable models, HR for PFS: 1.79, 95% CI: 1.13 to 2.83, p=0.014, and for OS: 2.33, 95% CI: 1.36 to 3.98, p=0.002). …”
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The Multifaceted Roles of Myrrha in the Treatment of Breast Cancer: Potential Therapeutic Targets and Promises by Anwar Shams MD, MSc, PhD, Abdullah Ahmed Alzahrani, Taghreed A Ayash MSc, PhD, Shadi Tamur MD, FRCPC, FAAP, Majed AL-Mourgi MD, FRCS, FCCP, FACS

“…Method: The identified targets’ expression profiles were determined at the mRNA and protein levels using The Breast Cancer Gene-Expression Miner v5.0 (bcGen-ExMiner v5.0) and The Human Protein Atlas datasets, respectively. A gene signature composed of the specifically designated genes was constructed, and its association with different breast cancer molecular subtypes was investigated through the Gene expression-based Outcome for Breast Cancer (GOBO) online tool. …”
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Clostridium difficile-associated disease in versatile hospital patient population and risk factors for its development by Ya. N. Yarushina, G. B. Kolotova, V. A. Rudnov, V. A. Bagin

“…Predictors of C. difficile-associated diarrhea risk were following: the age over 65 years (OR=3.43; 95%CI 1.06-11.08; р=0.0409), Charlson comorbidity index over 2 points (OR=2,92, 95%CI 1.33-6.44; р=0.0114), presence of anemia (OR=4,35, 95%CI 1.98-9.54; р=0.0003), admission to intensive care unit with staying for more than 1 day (OR=10.59; 95%CI 2.35-47.69; р=0.0002) and in surgical departments (OR=2.46; 95%CI 1.16-5.20; р=0.0276), surgical intervention (OR=3.06; 95%CI 1.33-7.04; р=0.0120), hospital stay for 5 days (OR=3.87; 95%CI 1.87-8.01; р=0.0004), chronic dialysis at chronic renal failure (OR=8.56; 95% of CI 1,05-69,69; р=0,0210), installation of an urethral catheter (OR=3,43; 95% of CI 1.06-11.08; р=0.0409), proton pump inhibitors (PPI) therapy for over 7 days (OR=7.76; 95% CI 1.69-35.53; р=0.0032), antibacterial therapy for over 5 days (OR=4.10; 95%CI 1.93-8.68; р=0.0003), more than one course} of antibacterial treatment (OR=5.31; 95% CI 1.12-25.03; р=0.0365), ceftriaxone therapy (OR=3.21; 95%CI 1.51-6.82; р=0.0036). …”
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Patent Ductus Arteriosus Stenting via Percutaneous Common Carotid Artery Access for Ductus Dependent Pulmonary Blood Flow in Newborns and Infants: Experience in Latvia by Zanda Grīnberga, Elizabete Zaharāne, Pauls Sīlis, Valts Ozoliņš, Normunds Sikora, Elīna Ligere

“…Carotid access for newborn cardiac catheterisation avoids femoral arterial injury and improves the catheter course for certain transvasal procedures. …”
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Deteksi Dan Klasifikasi Hama Potato Beetle Pada Tanaman Kentang Menggunakan YOLOV8 by Daniel Geoffrey Manurung, Mohammad Ryan Pinasthika, Muhammad Azka Obila Vasya, Rania Aprilia Dwi Setya Putri, Agustinus Parasian Tampubolon, Rakan Fadhil Prayata, Septia Khoirin Nisa, Novanto Yudistira

“…The data used for training is divided into training, validation, and testing datasets using the PyTorch framework. The research results indicate that the developed model achieves an adequate level of accuracy in detecting and classifying potato beetles. …”
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Genetic evidence for the causal effects of air pollution on the risk of respiratory diseases by Yanjuan Wu, Yuting Zhang, Jingcun Wang, Qiming Gan, Xiaofen Su, Sun Zhang, Yutong Ding, Xinyan Yang, Nuofu Zhang, Kang Wu

“…Methods: We utilized a two-sample Mendelian randomization (TSMR) approach to explore the impact of PM2.5, PM2.5–10, PM10, NO2, and NOX on the incidence of nine respiratory diseases using data from large-scale European GWAS datasets (N = 423,796–456,380 for exposures; N = 162,962–486,484 for outcomes). …”
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Treatment of autonomous intestinal neuropathy in critical care by prucalopride and multistrain probiotic by A. L. Kovaleva, A. I. Ulyanin, O. Yu. Kiselyova, Ye. A. Poluektova, O. S. Shifrin, A. S. Tertychny, V. T. Ivashkin

“…At the 3rd day of treatment patient noticed improvement in the state of health: decrease in right-sided lumbar pain and general weakness, decrease in body temperature up to subfebrile level. Catheter-collected urine sample contained no admixture of pus. …”
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New Parameters for Impedance–pH Monitoring in Diagnosing Gastroesophageal Reflux Disease and Predicting its Severity by O. A. Storonova, A. S. Trukhmanov, A. A. Makushina, A. V. Paraskevova, V. T. Ivashkin

“…All of them underwent 24-hour combined esophageal impedance–pH monitoring (Gastroscan-IAM, JSC RPE Istok-Sistema, Fryazino) and high-resolution esophageal manometry using a 22-channel water-perfusion catheter (Solar GI MMS, The Netherlands). The authors studied such parameters as AET, GER number, MNBI level, PSPW index, distal contractile integral (DCI), resting pressure in the lower esophageal sphincter (LES), peristaltic break. …”
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