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Public Health Genomics and Precision Health Knowledge Base (v9.0)
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Public Health Genomics Branch
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Precision Health Database|Search|Public Health Genomics and Precision Health Knowledge Base (PHGKB)
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Last data update: Apr 21, 2024
. (Total: 63631 Documents since 2012)
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Infodemiology of Influenza-like Illness: Utilizing Google Trends' Big Data for Epidemic Surveillance.
Dong-Her Shih et al. J Clin Med 2024 13(7)
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Predicting the Climate Impact of Healthcare Facilities Using Gradient Boosting Machines.
Hao Yin et al. Clean Environ Syst 2024 12
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The contribution of the exposome to the burden of cardiovascular disease.
Thomas Münzel et al. Nat Rev Cardiol 2023
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Effects of heatwave features on machine-learning-based heat-related ambulance calls prediction models in Japan.
Deng Ke et al. The Science of the total environment 2023 873162283
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Deep-Learning Model for Influenza Prediction From Multisource Heterogeneous Data in a Megacity: Model Development and Evaluation.
Liuyang Yang et al. Journal of medical Internet research 2023 25e44238
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A systematic review of dengue outbreak prediction models: Current scenario and future directions.
Xing Yu Leung et al. PLoS neglected tropical diseases 2023 17(2) e0010631
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Technical, Ethical, Legal, and Societal Challenges With Digital Twin Systems for the Management of Chronic Diseases in Children and Young People.
Drummond David et al. Journal of medical Internet research 2022 24(10) e39698
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Tracking Daily Concentrations of PM Chemical Composition in China since 2000.
Liu Shigan et al. Environmental science & technology 2022
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Dengue Prediction in Latin America Using Machine Learning and the One Health Perspective: A Literature Review.
Cabrera Maritza et al. Tropical medicine and infectious disease 2022 7(10)
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Formative Evaluation of the Acceptance of HIV Prevention Artificial Intelligence Chatbots By Men Who Have Sex With Men in Malaysia: Focus Group Study.
Peng Mary L et al. JMIR formative research 2022 6(10) e42055
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Virtual Workshop on Integrating Climate and Environmental Data and Justice into the All of Us Research Program
NIH, All of Us Research Program Workshop, July 28-29, 2022
Deep learning models for forecasting dengue fever based on climate data in Vietnam.
Hau Nguyen Van et al. PLoS neglected tropical diseases 2022 16(6) e0010509
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Associations between ambient temperature and risk of preterm birth in Sweden: A comparison of analytical approaches.
de Bont Jeroen et al. Environmental research 2022 113586
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Climate Change Effects on Pathogen Emergence: Artificial Intelligence to Translate Big Data for Mitigation.
Garrett K A et al. Annual review of phytopathology 2022
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Artificial intelligence to predict West Nile virus outbreaks with eco-climatic drivers.
Farooq Zia et al. The Lancet regional health. Europe 2022 17100370
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The Diagnosis of Dengue in Patients Presenting With Acute Febrile Illness Using Supervised Machine Learning and Impact of Seasonality.
Ming Damien K et al. Frontiers in digital health 2022 4849641
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Predicting the impact of climate change on the re-emergence of malaria cases in China using LSTMSeq2Seq deep learning model: a modelling and prediction analysis study.
Kamana Eric et al. BMJ open 2022 12(3) e053922
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Usability of Smart Home Thermostat to Evaluate the Impact of Weekdays and Seasons on Sleep Patterns and Indoor Stay: Observational Study.
Jalali Niloofar et al. JMIR mHealth and uHealth 2022 10(4) e28811
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Estimating severe fever with thrombocytopenia syndrome transmission using machine learning methods in South Korea.
Cho Giphil et al. Scientific reports 2021 11(1) 21831
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Assessment of Volatile Aromatic Compounds in Smoke Tainted Cabernet Sauvignon Wines Using a Low-Cost E-Nose and Machine Learning Modelling.
Summerson Vasiliki et al. Molecules (Basel, Switzerland) 2021 26(16)
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Energy, Data, and Decision-Making: a Scoping Review-the 3D Commission.
Maani Nason et al. Journal of urban health : bulletin of the New York Academy of Medicine 2021
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Toward a New Strategic Public Health Science for Policy, Practice, Impact, and Health Equity.
Bunnell Rebecca et al. American journal of public health 2021 e1-e8
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Identification of the high-risk area for schistosomiasis transmission in China based on information value and machine learning: a newly data-driven modeling attempt.
Gong Yan-Feng et al. Infectious diseases of poverty 2021 10(1) 88
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Artificial Intelligence and Behavioral Science Through the Looking Glass: Challenges for Real-World Application.
Mac Aonghusa Pol et al. Annals of behavioral medicine : a publication of the Society of Behavioral Medicine 2020 Dec 54(12) 942-947
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Simulating the pandemic: What COVID forecasters can learn from climate models
D Adam, Nature News, November 13, 2020
A framework for research linking weather, climate and COVID-19
BF Zaitchek et al, Nature Comms, November 12, 2020
Leveraging big data for public health: Mapping malaria vector suitability in Malawi with Google Earth Engine.
Frake April N et al. PloS one 2020 15(8) e0235697
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Susceptible supply limits the role of climate in the early SARS-CoV-2 pandemic
RE Baker et al, Science, July 17, 2020
Diverse local epidemics reveal the distinct effects of population density, demographics, climate, depletion of susceptibles, and intervention in the first wave of COVID-19 in the United States
N Afshordi et al, ARXIV, July 1, 2020
PedMap: a pediatric diseases map generated from clinical big data from Hangzhou, China.
Li Haomin et al. Scientific reports 2019 Nov 9(1) 17867
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Page last reviewed:
Feb 1, 2024
Page last updated:
Apr 21, 2024
Content source:
Public Health Genomics Branch in the Division of Blood Disorders and Public Health Genomics
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National Center on Birth Defects and Developmental Disabilities
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