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Public Health Genomics and Precision Health Knowledge Base (v7.3)
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Publication
Machine Learning as a Precision-Medicine Approach to Prescribing COVID-19 Pharmacotherapy with Remdesivir or Corticosteroids.
Lam Carson et al. Clinical therapeutics 2021
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Systematic Review of Machine Learning Models for Personalised Dosing of Heparin.
Falconer Nazanin et al. British journal of clinical pharmacology 2021
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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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Towards realizing the vision of precision medicine: AI based prediction of clinical drug response.
de Jong Johann et al. Brain : a journal of neurology 2021
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Prognostic Value of Deep Learning-Mediated Treatment Monitoring in Lung Cancer Patients Receiving Immunotherapy.
Trebeschi Stefano et al. Frontiers in oncology 2021 11609054
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A meta-analysis of Watson for Oncology in clinical application.
Jie Zhou et al. Scientific reports 2021 11(1) 5792
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Using machine learning to predict suicide in the 30 days after discharge from psychiatric hospital in Denmark.
Jiang Tammy et al. The British journal of psychiatry : the journal of mental science 2021 1-8
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Machine Learning for Detection of Safety Signals From Spontaneous Reporting System Data: Example of Nivolumab and Docetaxel.
Bae Ji-Hwan et al. Frontiers in pharmacology 2021 11602365
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Predicting of Sentinel Lymph Node Status in Breast Cancer Patients with Clinically Negative Nodes: A Validation Study.
Fanizzi Annarita et al. Cancers 2021 Jan 13(2)
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Frontal electroencephalogram based drug, sex, and age independent sedation level prediction using non-linear machine learning algorithms.
Ramaswamy S M et al. Journal of clinical monitoring and computing 2020 Dec
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Application of Machine Learning for Tumor Growth Inhibition - Overall Survival Modeling Platform.
Chan Phyllis et al. CPT: pharmacometrics & systems pharmacology 2020 Dec
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Evaluating warfarin dosing models on multiple datasets with a novel software framework and evolutionary optimisation.
Truda Gianluca et al. Journal of biomedical informatics 2020 Nov 103634
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Is Machine Learning a Better Way to Identify COVID-19 Patients Who Might Benefit from Hydroxychloroquine Treatment?-The IDENTIFY Trial.
Burdick Hoyt et al. Journal of clinical medicine 2020 Nov 9(12)
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[Network analysis by systemic text excavation of the concept of personalized psychiatry and precision].
Gauld C et al. L'Encephale 2020 Nov
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A Personalized Medicine Approach Using Clinical Utility Index and Exposure-Response Modeling Informed by Patient Preferences Data.
Winzenborg Insa et al. CPT: pharmacometrics & systems pharmacology 2020 Nov
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Use of Patient-Reported Symptoms from an Online Symptom Tracking Tool for Dementia Severity Staging: Development and Validation of a Machine Learning Approach.
Shehzad Aaqib et al. Journal of medical Internet research 2020 Nov 22(11) e20840
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Predicting antibiotic resistance in hospitalized patients by applying machine learning to electronic medical records.
Lewin-Epstein Ohad et al. Clinical infectious diseases : an official publication of the Infectious Diseases Society of America 2020 Oct
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Prediction of Antidepressant Treatment Response and Remission Using an Ensemble Machine Learning Framework.
Lin Eugene et al. Pharmaceuticals (Basel, Switzerland) 2020 Oct 13(10)
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Remdesivir and interferon fall flat in WHO’s megastudy of COVID-19 treatments
K Kupferschmidt, Science, October 16, 2020
Artificial intelligence in in vitro fertilization: a computer decision support system for day-to-day management of ovarian stimulation during in vitro fertilization.
Letterie Gerard et al. Fertility and sterility 2020 Oct
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Reducing HbA1c in Type 2 Diabetes Using Digital Twin Technology-Enabled Precision Nutrition: A Retrospective Analysis.
Shamanna Paramesh et al. Diabetes therapy : research, treatment and education of diabetes and related disorders 2020 Sep
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Developing a data-driven algorithm for guiding selection between cognitive behavioral therapy, fluoxetine, and combination treatment for adolescent depression.
Gunlicks-Stoessel Meredith et al. Translational psychiatry 2020 Sep 10(1) 321
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A potential biomarker for treatment stratification in psychosis: evaluation of an [ 18 F] FDOPA PET imaging approach.
Veronese Mattia et al. Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology 2020 Sep
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Investigating the Attitudes of Adolescents and Young Adults Towards JUUL: Computational Study Using Twitter Data.
Benson Ryzen et al. JMIR public health and surveillance 2020 Sep 6(3) e19975
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Early clinical and sociodemographic experience with patients hospitalized with COVID-19 at a large American healthcare system.
McCarthy Cian P et al. EClinicalMedicine 2020 Aug 100504
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Data Integration Using Advances in Machine Learning in Drug Discovery and Molecular Biology.
Hudson Irene Lena et al. Methods in molecular biology (Clifton, N.J.) 2021 2190167-184
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Application of systematic evidence mapping to assess the impact of new research when updating health reference values: A case example using acrolein.
Keshava Channa et al. Environment international 2020 Jul 143105956
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Using machine learning to predict risk of incident opioid use disorder among fee-for-service Medicare beneficiaries: A prognostic study.
Lo-Ciganic Wei-Hsuan et al. PloS one 2020 15(7) e0235981
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A false promise of COVID-19 'big' health data? Health data integrity and the ethics and realities of Australia's health information management practice.
Robinson Kerin et al. Health information management : journal of the Health Information Management Association of Australia 2020 Jul 1833358320941190
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Shape-based Machine Learning Models for the potential Novel COVID-19 protease inhibitors assisted by Molecular Dynamics Simulation.
Khandelwal Ravina et al. Current topics in medicinal chemistry 2020 Jul
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Page last reviewed:
Oct 1, 2020
Page last updated:
Apr 26, 2021
Content source:
Office of Genomics and Precision Public Health
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CDC Office of Science
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