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Dengue hemorrhagic fever prevention and control: DHF-solve model using linebot-application and GIS
Published 2024“…Dengue hemorrhagic fever (DHF) poses a significant health challenge in Thailand, highlighting the need for a better understanding of its transmission and characteristics. …”
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Evaluation of naturally occurring IgG anti-Vi antibody titers as predictors and correlates of typhoid fever in Dhaka, Bangladesh
Published 2025“…We aimed to determine whether the presence of antibodies following natural infection is associated with a lower incidence of typhoid fever in endemic regions. Methods: We analyzed data from a cohort study of typhoid fever conducted in Dhaka, Bangladesh. …”
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3
Optimized GPU algorithms for sparse data problems
Published 2017“…Many important problems in science and engineering today deal with sparse data. Examples of sparse data include sparse matrices, where the number of nonzero values is much smaller than the total number possible and where nonzeros are located in scattered instead of regular positions, and graphs in which the average degree is low and the edge set has an irregular structure. …”
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4
Resilient power systems operation with offshore wind farms and cloud data centers
Published 2024“…Based on Lagrange duality, this problem is reformulated into its deterministic counterpart and solved by a novel decomposition method with hybrid cuts, admitting fewer iterations and a faster convergence rate. The effectiveness of the proposed resilient management strategy is verified through case studies conducted on the modified IEEE-RTS 24 system, which includes 4 data centers and 5 offshore wind farms.…”
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Journal Article -
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Infectious diseases prevention and control using an integrated health big data system in China
Published 2022“…Background: The Yinzhou Center for Disease Prevention and Control (CDC) in China implemented an integrated health big data platform (IHBDP) that pooled health data from healthcare providers to combat the spread of infectious diseases, such as dengue fever and pulmonary tuberculosis (TB), and to identify gaps in vaccination uptake among migrant children. …”
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Comparative evaluation of spatiotemporal methods for effective dengue cluster detection with a case study of national surveillance data in Thailand
Published 2024“…Dengue fever poses a significant public health burden in tropical regions, including Thailand, where periodic epidemics strain healthcare resources. …”
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From public health to AI safety: improving machine learning approaches by collecting, selecting, or reducing the need for high-quality data
Published 2024“…This is common in modern ML, as deep learning models require vast amounts of data, often scraped from the internet. We develop a method to automatically select the most useful data at any given point in training, enabling us to train neural networks in fewer steps, to higher accuracy, and with lower computational costs.…”
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Gametocyte carriage in uncomplicated plasmodium falciparum malaria following treatment with artemisinin combination therapy: a systematic review and meta-analysis of individual pat...
Published 2016“…An individual patient clinical data meta-analysis was undertaken to identify the determinants of gametocyte carriage and the comparative effects of four ACTs: artemether-lumefantrine (AL), artesunate/amodiaquine (AS-AQ), artesunate/mefloquine (AS-MQ), and dihydroartemisinin-piperaquine (DP).…”
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Tonsillectomy or adenotonsillectomy versus non‐surgical treatment for chronic/recurrent acute tonsillitis
Published 2014“…<br> When we pooled the data from two studies in adults (156 participants), there were 3.6 fewer episodes (95% CI 7.9 fewer to 0.70 more; low quality evidence) in the group receiving surgery within six months post‐surgery. …”
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Infections diagnosed in children and young people screened for malaria in UK emergency departments: a retrospective multi-centre study
Published 2024“…<p><strong>Background:</strong> Data on imported infections in children and young people (CYP) are sparse.…”
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Sustaining antimicrobial stewardship in a high-antibiotic resistance setting
Published 2023“…Design, Setting, and Participants: This cohort study used an interrupted time series with segmented regression analysis of data from January 2007 to December 2018. Data were extracted from the electronic medical records of patients admitted at a large university teaching hospital with high rates of antibiotic resistance in Singapore. …”
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Inferring structural variant cancer cell fraction
Published 2020“…We find that SVclone's performance is comparable to single-nucleotide variant-based methods, despite having an order of magnitude fewer data points. As part of the Pan-Cancer Analysis of Whole Genomes (PCAWG) consortium, which aggregated whole-genome sequencing data from 2658 cancers across 38 tumour types, we use SVclone to reveal a subset of liver, ovarian and pancreatic cancers with subclonally enriched copy-number neutral rearrangements that show decreased overall survival. …”
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Long Covid: a global health issue – a prospective, cohort study set in four continents
Published 2024“…<p><strong> Conclusion </p></strong>Our data show that Long Covid affects populations globally, manifesting similar symptomatology and impact on functioning in both HIC and LMICs. …”
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Pathogen diversity and antimicrobial resistance transmission of Salmonella enterica serovars Typhi and Paratyphi A in Bangladesh, Nepal, and Malawi: a genomic epidemiological study...
Published 2024“…<p><strong>Background:</strong> Enteric fever is a serious public health concern. The causative agents, Salmonella enterica serovars Typhi and Paratyphi A, frequently have antimicrobial resistance (AMR), leading to limited treatment options and poorer clinical outcomes. …”
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Development of a web-based ground station system for an advanced nano-satellite (VELOX-I)
Published 2013“…The replacement or migration of software-based applications to Web-based applications is a growing trend as it allows higher cross platform compatibility, ease of data consolidation and system management, efficient system updates and maintenance, and fewer requirements at end users. …”
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Mosquito-borne diseases in urban East African Community region: a scoping review of urban typology research and mosquito genera overlap, 2000-2024
Published 2024“…This literature review collates entomological data from five East African Community (EAC) countries, studying the definitions of urban settings, co-occurrence of Anopheles, Aedes and Culex mosquito genera and their infection rates to provide a wholistic understanding of MBDs in urban EAC. …”
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Reflection removal on single light field capture using focus manipulation
Published 2020“…Extensive experiments have been carried out over both synthetic and real LF data, which show our method outperforms state-of-the-art ones by at least 2.9 dB in terms of background restoration PSNR, with significantly fewer visual artifacts.…”
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Toward a wearable crowdsource system to monitor respiratory symptoms for pandemic early warning
Published 2021“…We collect the data from wearable devices and develop machine learning algorithms to analyze the data for respiratory symptom monitoring and early warning. …”
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Journal Article