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Public Health Genomics and Precision Health Knowledge Base (v7.3)
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Publication
Putting Cancer Data in the Fast Lane
CDC Cancer Blog, April 2021
Development, validation, and proof-of-concept implementation of a two-year risk prediction model for undiagnosed atrial fibrillation using common electronic health data (UNAFIED).
Grout Randall W et al. BMC medical informatics and decision making 2021 21(1) 112
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Prediction of histologic grade and type of small (< 4 cm) papillary renal cell carcinomas using texture and neural network analysis: a feasibility study.
Haji-Momenian Shawn et al. Abdominal radiology (New York) 2021
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Artificial intelligence in managing clinical trial design and conduct: Man and machine still on the learning curve?
Bhatt Arun et al. Perspectives in clinical research 2021 12(1) 1-3
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Current status of clinical research using artificial intelligence techniques: A registry-based audit.
Karekar Sonali Rajiv et al. Perspectives in clinical research 2021 12(1) 48-52
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Impact of real-time use of artificial intelligence in improving adenoma detection during colonoscopy: A systematic review and meta-analysis.
Ashat Munish et al. Endoscopy international open 2021 9(4) E513-E521
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Artificial intelligence and multi agent based distributed ledger system for better privacy and security of electronic healthcare records.
Alruwaili Fahad F et al. PeerJ. Computer science 2021 6e323
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Otitis media detection using tympanic membrane images with a novel multi-class machine learning algorithm.
Alhudhaif Adi et al. PeerJ. Computer science 2021 7e405
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Understanding the role of digital platforms in technology readiness.
Halamka John et al. Regenerative medicine 2021
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Machine learning for subtype definition and risk prediction in heart failure, acute coronary syndromes and atrial fibrillation: systematic review of validity and clinical utility.
Banerjee Amitava et al. BMC medicine 2021 19(1) 85
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Coming to Terms with the Black Box Problem: How to Justify AI Systems in Health Care.
Felder Ryan Marshall et al. The Hastings Center report 2021
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Artificial Intelligence and Liability in Medicine: Balancing Safety and Innovation.
Maliha George et al. The Milbank quarterly 2021
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[Artificial intelligence in the diagnosis of prostate cancer].
Popov G V et al. Arkhiv patologii 2021 83(3) 38-45
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Machine Learning for Early Lung Cancer Identification Using Routine Clinical and Laboratory Data.
Gould Michael K et al. American journal of respiratory and critical care medicine 2021
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AI uses patient data to optimize selection of eligibility criteria for clinical trials
NC Weng et al, ature News, April 7, 2021
Development of a multivariable prediction model for severe COVID-19 disease: a population-based study from Hong Kong
J Zhou et al, NPJ Digital Medicine, April 8, 2021
Diagnostic accuracy of deep learning in medical imaging: a systematic review and meta-analysis
R Aggarwal et al, NPJ Digital Medicine, April 7, 2021
An evaluation of machine learning classifiers for next-generation, continuous-ethogram smart trackers.
Yu Hui et al. Movement ecology 2021 9(1) 15
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The prediction of preeclampsia: the way forward.
Myatt Leslie et al. American journal of obstetrics and gynecology 2021
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Identification of variation in nutritional practice in neonatal units in England and association with clinical outcomes using agnostic machine learning.
Greenbury Sam F et al. Scientific reports 2021 11(1) 7178
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Artificial intelligence in assessment of hepatocellular carcinoma treatment response.
Spieler Bradley et al. Abdominal radiology (New York) 2021
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Prediction of risk of acquiring urinary tract infection during hospital stay based on machine-learning: A retrospective cohort study.
Møller Jens Kjølseth et al. PloS one 2021 16(3) e0248636
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Predicting unplanned medical visits among patients with diabetes: translation from machine learning to clinical implementation.
Selya Arielle et al. BMC medical informatics and decision making 2021 21(1) 111
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Development and performance assessment of novel machine learning models to predict pneumonia after liver transplantation.
Chen Chaojin et al. Respiratory research 2021 22(1) 94
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Task-specific information outperforms surveillance-style big data in predictive analytics.
Bjerre-Nielsen Andreas et al. Proceedings of the National Academy of Sciences of the United States of America 2021 118(14)
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Artificial Intelligence to Assist in Exclusion of Coronary Atherosclerosis During CCTA Evaluation of Chest Pain in the Emergency Department: Preparing an Application for Real-world Use.
White Richard D et al. Journal of digital imaging 2021
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Accuracy of documented administration times for intravenous antimicrobial drugs and impact on dosing decisions.
Roydhouse Stephanie A et al. British journal of clinical pharmacology 2021
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Development of a machine learning model for the prediction of nodal metastasis in early T classification oral squamous cell carcinoma: A SEER-based population study.
Kwak Min Seob et al. Head & neck 2021
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Mortality Prediction of Patients With Cardiovascular Disease Using Medical Claims Data Under Artificial Intelligence Architectures: Validation Study.
Tran Linh et al. JMIR medical informatics 2021 9(4) e25000
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Radiomic and Genomic Machine Learning Method Performance for Prostate Cancer Diagnosis: Systematic Literature Review.
Castaldo Rossana et al. Journal of medical Internet research 2021 23(4) e22394
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Page last reviewed:
Oct 1, 2020
Page last updated:
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