A model-based factorization method for scRNA data unveils bifurcating transcriptional modules underlying cell fate determination by Jun Ren, Ying Zhou, Yudi Hu, Jing Yang, Hongkun Fang, Xuejing Lyu, Jintao Guo, Xiaodong Shi, Qiyuan Li

“…In real datasets, MGPfactXMBD recovered the critical pathways and cell types in microglia development with experimentally valid regulons and markers. …”
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A novel data augmentation tool for enhancing machine learning classification: A new application of the higher order dynamic mode decomposition for improved cardiac disease identifi... by Nourelhouda Groun, María Villalba-Orero, Lucía Casado-Martín, Enrique Lara-Pezzi, Eusebio Valero, Jesús Garicano-Mena, Soledad Le Clainche

“…The HODMD algorithm is used first as feature extraction technique for the echocardiography datasets, taken from both healthy mice and mice afflicted by different cardiac diseases (Diabetic Cardiomyopathy, Obesity, TAC Hypertrophy and Myocardial Infarction). …”
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The influence of internal spatial coupling characteristics of blue-green space on cooling benefit in metropolitan areas: Evidence form Hangzhou, China by Qianru Lu, Weifeng Qi, Dongye Yang, Mingyu Zhang

“…Using stepwise multiple linear regression and geographically weighted regression, the study analyzes the correlation between these characteristics and cooling benefit across four days using 4 global datasets and 16 local datasets. Results indicate that spatial coupling significantly impact its cooling effects, with internal scale relationships having the greatest impact. …”
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A forestry investigation: Exploring factors behind improved tree species classification using bark images by Gokul Kottilapurath Surendran, Deekshitha, Martin Lukac, Martin Lukac, Jozef Vybostok, Martin Mokros

“…The findings reveal that segment-specific datasets with more overlaps provide better accuracy across various algorithms. …”
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A Novel Change Detection Method Based on Visual Language From High-Resolution Remote Sensing Images by Junlong Qiu, Wei Liu, Hui Zhang, Erzhu Li, Lianpeng Zhang, Xing Li

“…To validate the effectiveness of the proposed method, we conducted comparative experiments on three public datasets. The results show that the proposed VLCD achieved state-of-the-art <italic>F</italic>1-scores and IoUs on these three datasets: LEVIR-CD (90.99&#x0025;, 83.46&#x0025;), SYSU-CD (83.05&#x0025;, 71.01&#x0025;), and S2Looking (62.75&#x0025;, 45.89&#x0025;), outperforming the results obtained through full fine-tuning while using less than one-tenth of the number of parameters.…”
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Bidirectional Mendelian Randomization Analysis to Study the Relationship Between Human Skin Microbiota and Radiation-Induced Skin Toxicity by Hui Chen, Xiaojie Xia, Kexin Shi, Tianyi Xie, Xinchen Sun, Zhipeng Xu, Xiaolin Ge

“…Herein, we uncover the microbiota–skin interaction based on a genome-wide association study (GWAS) featuring 150 skin microbiota and three types of skin microenvironment. Summary datasets of human skin microbiota were extracted from the GWAS catalog database, and summary datasets of radiation-induced skin toxicity from the FinnGen biobank. …”
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Meteorological Data Analysis Using MapReduce by Wei Fang, V. S. Sheng, XueZhi Wen, Wubin Pan

“…This paper proposes an improved MK-means algorithm (MK-means) based on MapReduce according to characteristics of large meteorological datasets. The experimental results show that MK-means has more computing ability and scalability.…”
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CaloQVAE: Simulating high-energy particle-calorimeter interactions using hybrid quantum-classical generative models by Sehmimul Hoque, Hao Jia, Abhishek Abhishek, Mojde Fadaie, J. Quetzalcoatl Toledo-Marín, Tiago Vale, Roger G. Melko, Maximilian Swiatlowski, Wojciech T. Fedorko

“…Large amounts of Monte Carlo (MC) simulation will be required to constrain the statistical uncertainties of the simulated datasets below these of the experimental data. Modelling of high-energy particles propagating through the calorimeter section of the detector is the most computationally intensive MC simulation task. …”
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The Application of Pattern Recognition in Electrofacies Analysis by Huan Li, Xiao Yang, Wenhong Wei

“…Finally, we apply these algorithms to electrofacies analysis, where the experiments on the real-world datasets are carried out to compare the merits of various algorithms.…”
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A Homemade Snare: An Alternative Method for Mechanical Removal of Dirofilaria immitis in Dogs by Ana Margarida Alho, António Fiarresga, Miguel Landum, Clara Lima, Óscar Gamboa, José Meireles, José Sales Luís, Luís Madeira de Carvalho

“…To address this issue, a nontraumatic homemade catheter-guided snare was developed for heartworm removal by adapting and folding a 0.014-inch coronary wire (BMW, Abbott Vascular). …”
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Postpartum Vaginal Blood Loss following Two Different Methods of Cervical Ripening by Okon Asuquo Okon, John Egede Ekabua

“…Comparison of blood loss in vaginal deliveries between the two groups revealed that subjects in the misoprostol group had significantly higher blood loss than subjects in the Foley catheter group (488 ± 222 versus 326 ± 106, p<0.05). …”
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Investigation of hemostasis by thromboelastography in the patient with liver cirrhosis (Clinical case) by Ye. L. Bulanova, A. Yu. Bulanov, D. S. Gatsolayeva

“…Intravenous infusion therapy required installation of central venous catheter, that was complicated by catheter bleeding. …”
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Esophageal High Pressure Zones: Effect of Perisophageal Structures on Esophageal Manometric Recording by G Bédard, A Pellicano, R Ste-Marie

“…When a high pressure zone was identified, the manometric catheter was immobilized; the patient underwent a chest x-ray, with the radiopaque marker imbedded in the catheter used to locate the thoracic structures adjacent to EHPZs. …”
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Chylopericardium due to Subclavian Vein Thrombosis in the Setting of Protein S Deficiency by Ian Jackson, Yaman Alali, Abedel Rahman Anani, Ali Nayfeh, Arindam Sharma, Abhishek Thandra, Amjad Kabach

“…Management is typically with surgical intervention, although our case represents successful treatment with catheter-assisted thrombolysis.…”
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Atrial Tachycardias Arising from Ablation of Atrial Fibrillation: A Proarrhythmic Bump or an Antiarrhythmic Turn? by Ashok J. Shah, Amir Jadidi, Xingpeng Liu, Shinsuke Miyazaki, Andrei Forclaz, Isabelle Nault, Lena Rivard, Nick Linton, Olivier Xhaet, Nicolas Derval, Frederic Sacher, Pierre Bordachar, Philippe Ritter, Meleze Hocini, Pierre Jais, Michel Haissaguerre

“…AT not only represents ablation-induced proarrhythmia but also forms a bridge between AF and sinus rhythm in longstanding AF patients treated successfully with catheter ablation.…”
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Perforated Closed-Loop Obstruction Secondary to Gallstone Ileus of the Transverse Colon: A Rare Entity by S. P. Carr, F. T. MacNamara, K. M. Muhammed, E. Boyle, S. M. McHugh, P. Naughton, A. Leahy

“…A right hemicolectomy was performed, the gallstone was removed, and a primary bowel anastomosis was undertaken. A Foley catheter was sutured into the residual gallbladder bed to create a controlled biliary fistula. …”
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Enhancing deep learning methods for brain metastasis detection through cross-technique annotations on SPACE MRI by Tassilo Wald, Benjamin Hamm, Julius C. Holzschuh, Rami El Shafie, Andreas Kudak, Balint Kovacs, Irada Pflüger, Bastian von Nettelbladt, Constantin Ulrich, Michael Anton Baumgartner, Philipp Vollmuth, Jürgen Debus, Klaus H. Maier-Hein, Thomas Welzel

“…Relative to MPRAGE-NAQ, the MPRAGE-HAQ F1-score detection increased on all additional test datasets by 2.5–9.6 points (p < 0.016) and sensitivity improved on three datasets by 4.6–8.5 points (p < 0.001). …”
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A Phenologically Simplified Two-Stage Clumping Index Product Derived from the 8-Day Global MODIS-CI Product Suite by Ge Gao, Ziti Jiao, Zhilong Li, Chenxia Wang, Jing Guo, Xiaoning Zhang, Anxin Ding, Zheyou Tan, Sizhe Chen, Fangwen Yang, Xin Dong

“…Therefore, this study provides both new perspectives and datasets for future research in relation to CI and other biophysical parameters, e.g., the LAI.…”
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Selecting Negative Samples for PPI Prediction Using Hierarchical Clustering Methodology by J. M. Urquiza, I. Rojas, H. Pomares, J. Herrera, J. P. Florido, O. Valenzuela

“…By means of a selected suboptimum set of features, the constructed support vector machine model is able to classify PPIs with high accuracy in any positive and negative datasets.…”
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Transcervical Intrauterine Levobupivacaine or Lidocaine Infusion for Pain Control during Endometrial Biopsy by Nermin Kosus, Aydın Kosus, Ruveyda I Demircioglu, Serap A Simavli, Aysel Derbent, Esra Aktepe Keskin, Nilgun O Turhan

“…Pain may occur during dilation of the cervix for insertion of the catheter and during endometrial biopsy, which further aggravates pain by inducing uterine contraction.…”
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