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Precision Health Database


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Environmental Health

Last data update: Jan 28, 2023. (Total: 52318 Documents since 2012)
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Measurement of Exhaled Volatile Organic Compounds as a Biomarker for Personalised Medicine: Assessment of Short-Term Repeatability in Severe Asthma
A Azim et al, J Per Medicine, September 29, 2022
Environmental Justice Index
ATSDR, August 2022
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
All of Us Research Program Seeks Input on Environmental Health Data
NIH, May 5, 2022
First-onset major depression during the COVID-19 pandemic: A predictive machine learning model.
Caldirola Daniela et al. Journal of affective disorders 2022
The Utility of Conventional Amino Acid PET Radiotracers in the Evaluation of Glioma Recurrence also in Comparison with MRI.
Santo Giulia et al. Diagnostics (Basel, Switzerland) 2022 12(4)
Development and Evaluation of a Machine Learning Prediction Model for Small-for-Gestational-Age Births in Women Exposed to Radiation before Pregnancy.
Bai Xi et al. Journal of personalized medicine 2022 12(4)
Training Computers to See the Built Environment Related to Physical Activity: Detection of Microscale Walkability Features Using Computer Vision.
Adams Marc A et al. International journal of environmental research and public health 2022 19(8)
Evaluating the real changes of air quality due to clean air actions using a machine learning technique: Results from 12 Chinese mega-cities during 2013-2020.
Guo Yong et al. Chemosphere 2022 134608
Prediction Models for Radiation-Induced Neurocognitive Decline in Adult Patients With Primary or Secondary Brain Tumors: A Systematic Review.
Tohidinezhad Fariba et al. Frontiers in psychology 2022 13853472
Towards a safe and efficient clinical implementation of machine learning in radiation oncology by exploring model interpretability, explainability and data-model dependency.
Barragan-Montero Ana Maria et al. Physics in medicine and biology 2022
Automated Detection of Hypertension Using Continuous Wavelet Transform and a Deep Neural Network with Ballistocardiography Signals.
Rajput Jaypal Singh et al. International journal of environmental research and public health 2022 19(7)
Machine learning-based predictive models for identifying high active compounds against HIV-1 integrase.
Parvez M K et al. SAR and QSAR in environmental research 2022 1-16
Investigating the Impact of Environment and Data Aggregation by Walking Bout Duration on Parkinson's Disease Classification Using Machine Learning.
Rehman Rana Zia Ur et al. Frontiers in aging neuroscience 2022 14808518
Clinical Efficacy Evaluation of Psychological Nursing Intervention Combined with Drugs Treatment of Children with ADHD under Artificial Intelligence.
Guo Ying et al. Journal of healthcare engineering 2022 20221818693
Key considerations for the use of artificial intelligence in healthcare and clinical research.
Lovejoy Christopher A et al. Future healthcare journal 2022 9(1) 75-78
Artificial intelligence to predict West Nile virus outbreaks with eco-climatic drivers.
Farooq Zia et al. The Lancet regional health. Europe 2022 17100370
Machine learning driven by environmental covariates to estimate high-resolution PM2.5 in data-poor regions.
Jin XiaoYe et al. PeerJ 2022 10e13203
Geospatial Determinants of Health
ATSDR, 2022
Utilizing Big Data From Google Trends to Map Population Depression in the United States: Exploratory Infodemiology Study.
Wang Alex et al. JMIR mental health 2022 9(3) e35253
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
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
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
Artificial intelligence model validation before its application in clinical diagnosis assistance.
Vazquez-Zapien Gustavo Jesus et al. World journal of gastroenterology 2022 28(5) 602-604
Big Data Reality Check (BDRC) for public health: to what extent the environmental health and health services research did meet the 'V' criteria for big data? A study protocol.
Tang Pui Pui et al. BMJ open 2022 12(3) e053447
Predictive Model and Mortality Risk Score during Admission for Ischaemic Stroke with Conservative Treatment.
Lea-Pereira María Carmen et al. International journal of environmental research and public health 2022 19(6)
Improved Machine Learning-Based Predictive Models for Breast Cancer Diagnosis.
Rasool Abdur et al. International journal of environmental research and public health 2022 19(6)
Informative Power Evaluation of Clinical Parameters to Predict Initial Therapeutic Response in Patients with Advanced Pleural Mesothelioma: A Machine Learning Approach.
Massafra Raffaella et al. Journal of clinical medicine 2022 11(6)
Data sources for precision public health of obesity: a scoping review, evidence map and use case in Queensland, Australia.
Canfell Oliver J et al. BMC public health 2022 22(1) 584
Field Evaluation and Calibration of Low-Cost Air Pollution Sensors for Environmental Exposure Research.
Huang Jianwei et al. Sensors (Basel, Switzerland) 2022 22(6)
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