Open government data in health sector: a systematic literature review by Patrícia Nascimento Silva, Sarah Nascimento Silva

“…Results Of the 3,176 records initially identified, six studies were included describing initiatives to make available datasets or portals that publish OGD in the healthcare area between 2020 and 2023. …”
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Face Recognition Method for Underground Engineering Based on Dual-Target Domain Adaptation and Discriminative Feature Learning by Yongqiang Yu, Cong Guo, Lidan Fan, Jiyun Zhang, Liwei Yu, Peitao Li

“…Extensive experiments are conducted on public and self-built datasets to verify the proposed method. The results show that <xref ref-type="disp-formula" rid="deqn1">(1)</xref> dual domain adversarial loss, dual CORAL loss, Blur-to-Sharp and NIR-to-VIS image reconstruction, and face keypoints intermediate domain can improve the DTDA performance of the model. …”
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Revealing systematic changes in the transcriptome during the transition from exponential growth to stationary phase by Hyun Gyu Lim, Ye Gao, Kevin Rychel, Cameron Lamoureux, Xuwen A. Lou, Bernhard O. Palsson

“…This study demonstrates how the combination of genome-scale datasets and new data analytics reveals the fundamental characteristics of a key transition in the life cycle of bacteria.IMPORTANCENutrient limitations are critical environmental perturbations in bacterial physiology. …”
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Semi-Supervised Change Detection with Data Augmentation and Adaptive Thresholding for High-Resolution Remote Sensing Images by Wuxia Zhang, Xinlong Shu, Siyuan Wu, Songtao Ding

“…We verify the effectiveness and robustness of the proposed method on two high-resolution remote sensing image datasets, WHU-CD and LEVIR-CD. We compare our method to five state-of-the-art change detection methods and show that it achieves better or comparable results.…”
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Obesity, Metabolic Health, and Diabetic Complications in People With Type 1 Diabetes by Yuanjie Mao, Jen‐Tzer Gau, Ning Jiang

“…ABSTRACT Aim The concept of metabolically healthy obesity (MHO) has not been studied in type 1 diabetes (T1D). By analysing datasets from the DCCT/EDIC study, we compared the development of diabetic complications by obesity and metabolic health over 30 years of follow up. …”
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Robust Time-Series InSAR Deformation Monitoring by Integrating Variational Mode Decomposition and Gated Recurrent Units by Peifeng Ma, Zeyu Jiao, Zherong Wu

“…Experiments on physical-based synthetic and real-world datasets demonstrate that the proposed VMD-GRU outperforms the existing methods. …”
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Election Prediction on Twitter: A Systematic Mapping Study by Asif Khan, Huaping Zhang, Nada Boudjellal, Arshad Ahmad, Jianyun Shang, Lin Dai, Bashir Hayat

“…Appropriate political labelled datasets are not available, especially in languages other than English. …”
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Automated craniofacial biometry with 3D T2w fetal MRI. by Jacqueline Matthew, Alena Uus, Alexia Egloff Collado, Aysha Luis, Sophie Arulkumaran, Abi Fukami-Gartner, Vanessa Kyriakopoulou, Daniel Cromb, Robert Wright, Kathleen Colford, Maria Deprez, Jana Hutter, Jonathan O'Muircheartaigh, Christina Malamateniou, Reza Razavi, Lisa Story, Joseph V Hajnal, Mary A Rutherford

“…Reliability and reproducibility were evaluated in 10 random datasets by four observers.<h4>Results</h4>Automated labels were produced for all 132 subjects with a 0.3% placement error rate. …”
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Similarity Learning and Generalization with Limited Data: A Reservoir Computing Approach by Sanjukta Krishnagopal, Yiannis Aloimonos, Michelle Girvan

“…Our work helps bridge the gap between explainable machine learning with small datasets and biologically inspired analogy-based learning, pointing to new directions in the investigation of learning processes.…”
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Multi-Scale Channel Distillation Network for Image Compressive Sensing by Tianyu Zhang, Kuntao Ye, Yue Zhang, Rui Lu

“…Extensive experimental results on four benchmark datasets demonstrate that MSCDN surpasses state-of-the-art CS methods not only in reconstruction accuracy but also in perceptual visual quality.…”
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Deep learning powered single-cell clustering framework with enhanced accuracy and stability by Yi Zhang, Xi Feng, Yin Wang, Kai Shi

“…Extensive evaluations on six diverse scRNA-seq datasets demonstrate that scG-cluster consistently outperforms existing state-of-the-art methods in terms of both clustering accuracy and scalability. …”
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CLDN4 as a Novel Diagnostic and Prognostic Biomarker and Its Association with Immune Infiltrates in Ovarian Cancer by Pan Hu, Li Lei, Ying Wang, Xue Tian, Xia Wei, Ni Jiang, Lubin Liu

“…Using TCGA and GSE26712 datasets, we were able to identify 17 survival-related DEGs in OC that had differential expression. …”
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Fusion-Decomposition Pan-Sharpening Network With Interactive Learning of Representation Graph by Yunxuan Tang, Xue Wang, Peng Liu, Tong Li

“…Qualitative and quantitative results on the IKONOS, GaoFen-2, WorldView-2, and WorldView-3 datasets validate the effectiveness of the proposed method in comparison to other state-of-the-art methods.…”
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A metodologia da tessitura analítica de mídia como possibilidade na pesquisa de enfermagem by Liciane da Silva Costa Dresch, Fernanda Carlise Mattioni, Cristianne Maria Famer Rocha

“…Resultados os dados coletados foram sistematizados, criando a tessitura analítica de mídia, composta de três etapas: leitura integral das reportagens selecionadas e aplicabilidade das regras dos operadores discursivos da mídia impressa; leitura integral e captura dos excertos – nas manchetes - e das redes discursivas - nas reportagens; e categorização dos resultados e elaboração de categorias analíticas a partir de fios condutores sociais e culturais. …”
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Feasibility of YOLOX computer model-based assessment of knee function compared with manual assessment for people with severe knee osteoarthritis by Tao Yang, Jie Zhao, Ben Wang, Li Wang, Hengzhe Bao, Bing Li, Wen Luo, Huiwen Zhao, Jun Liu

“…We collected 40–50 samples for use in clinical experiments. The datasets used in this study were collected from patients admitted to the Joint Surgery Center. …”
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Hepatitis in Disseminated Bacillus Calmette-Guérin Infection by Markus U Göttke, Philip Wong, Channy Muhn, Mansour Jabbari, Suzanne Morin

“…After unsuccessful attempts at bladder catheterization with the creation of a false passage for his third treatment, BCG was instilled via a suprapubic catheter the same day and again a week later. Two weeks after the third BCG instillation, the patient presented with profound lethargy and weakness to the point of not being able to get up out of a chair. …”
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Successful Damage Control Resuscitation with Resuscitative Endovascular Balloon Occlusion of the Aorta in a Pediatric Patient by Yoonjung Heo, Sung Wook Chang, Dong Hun Kim

“…An intra-aortic balloon catheter was deployed above the supraceliac aorta, which helped achieved permissive hypotension while the patient was undergoing surgery. …”
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Lumboperitoneal shunts in children: a retrospective study by Mohammad Elbaroody, Basem Ismail Alhayen, Mohamed Eltoukhy, Ahmed Atallah, Hossam Eldin Mostafa, Ahmed Mohamed Alselisly

“…Two patients underwent shunt revision due to catheter migration, and three patients (15.8%) developed acquired Chiari malformation for whom the lumboperitoneal shunt was removed and replaced with a ventriculoperitoneal shunt; all the patients are doing well till the last follow-up. …”
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IDENTIFICATION OF THE CTX-M GENE IN KLEBSIELLA PNEUMONIAE PRODUCING ESBLS IN UTI PATIENTS AT A PRIVATE HOSPITAL IN PURWOKERTO, BANYUMAS REGENCY, CENTRAL JAVA - CROSS SECTIONAL STUD... by Anang Kurniawan, Joko Setyono, Dwi Utami Anjarawati

“…Using a direct molecular approach called Polymerase Chain Reaction (PCR) directed against the CTX-M gene, DNA was isolated from isolates cultured in CHROMagarTM ESBLs obtained from catheter urine samples. Result: A total of 4 out of 40 urine samples (10%) tested positive for ESBL-producing Klebsiella pneumoniae. …”
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Heart Failure and Hypothermia in an Infant: Pseudocyanide Syndrome? by J. Scott Baird

“…Blood drawn from an IVC catheter was significant for uncorrected (for temperature) oxygen saturation of 94% and lactate 18 mmol/L; corrected and uncorrected IVC oxygen saturation early during rewarming were >90%. …”
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