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Public Health Genomics and Precision Health Knowledge Base (v9.0)
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Precision Health Database|Search|Public Health Genomics and Precision Health Knowledge Base (PHGKB)
Last data update: Apr 18, 2024
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Prediction[original query]>>Ethical, Legal and Social Issues (ELSI)[Category]
A paradigm shift?-On the ethics of medical large language models.
Thomas Grote et al. Bioethics 2024
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Monitoring Mental Health: Legal and Ethical Considerations of Using Artificial Intelligence in Psychiatric Wards.
Barry Solaiman et al. Am J Law Med 2024 49(2-3) 250-266
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Use of Electronic Medical Records (EMR) in Gerontology: Benefits, Considerations and a Promising Future.
Adam Bednorz et al. Clin Interv Aging 2023 182171-2183
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Polygenic Risk Prediction in Diverse Populations and Contexts: Scientific and Ethical Considerations
ELSI Forum Webinar, January 12, 2025
Genetic risk prediction in Hispanics/Latinos: milestones, challenges, and social-ethical considerations.
Betzaida L Maldonado et al. J Community Genet 2023
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Ethical and legal implications of implementing risk algorithms for early detection and screening for oesophageal cancer, now and in the future.
Tanya Brigden et al. PLoS One 2023 18(10) e0293576
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Application of machine learning approaches in predicting clinical outcomes in older adults - a systematic review and meta-analysis.
Robert T Olender et al. BMC Geriatr 2023 23(1) 561
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Challenges and Ethical Considerations to Successfully Implement Artificial Intelligence in Clinical Medicine and Neuroscience: a Narrative Review.
Scott Monteith et al. Pharmacopsychiatry 2023
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A roadmap for applying machine learning when working with privacy-sensitive data: predicting non-response to treatment for eating disorders.
Vegard G Svendsen et al. Expert Rev Pharmacoecon Outcomes Res 2023
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Regulating cancer risk prediction: legal considerations and stakeholder perspectives on the Canadian context.
Palmira Granados Moreno et al. Hum Genet 2023
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Addressing the ethical and societal challenges posed by genome-wide association studies of behavioral and brain-related traits.
Matthieu C de Hemptinne et al. Nat Neurosci 2023
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Ethical layering in AI-driven polygenic risk scores-New complexities, new challenges.
Marie-Christine Fritzsche et al. Frontiers in genetics 2023 141098439
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Sources of bias in artificial intelligence that perpetuate healthcare disparities-A global review.
Leo Anthony Celi et al. PLOS digital health 2023 1(3) e0000022
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Artificial Intelligence in Reproductive Medicine - An Ethical Perspective.
Rolfes Vasilija et al. Geburtshilfe und Frauenheilkunde 2023 83(1) 106-115
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Evidence, ethics and the promise of artificial intelligence in psychiatry.
McCradden Melissa et al. Journal of medical ethics 2022
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Ethical, legal, and social implications of genetic risk prediction for multifactorial disease: a narrative review identifying concerns about interpretation and use of polygenic scores
CR Chapman, J Comm Genetics, December 19, 2022
New historical and philosophical perspectives on quantitative genetics.
Serpico Davide et al. Studies in history and philosophy of science 2022 9729-33
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The current status and future of FDA-approved artificial intelligence tools in chest radiology in the United States.
Milam M E et al. Clinical radiology 2022
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Ethical considerations for precision psychiatry: A roadmap for research and clinical practice.
Fusar-Poli Paolo et al. European neuropsychopharmacology : the journal of the European College of Neuropsychopharmacology 2022 6317-34
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Evaluation and Mitigation of Racial Bias in Clinical Machine Learning Models: Scoping Review.
Huang Jonathan et al. JMIR medical informatics 2022 10(5) e36388
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Importance of Including Non-European Populations in Large Human Genetic Studies to Enhance Precision Medicine.
Ju Dan et al. Annual review of biomedical data science 2022
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Investigating for bias in healthcare algorithms: a sex-stratified analysis of supervised machine learning models in liver disease prediction.
Straw Isabel et al. BMJ health & care informatics 2022 29(1)
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Prevalence and prediction of medical distrust in a diverse medical genomic research sample.
Angelo Frank et al. Genetics in medicine : official journal of the American College of Medical Genetics 2022
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iHealth: The ethics of artificial intelligence and big data in mental healthcare.
Rubeis Giovanni et al. Internet interventions 2022 28100518
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Peeking into a black box, the fairness and generalizability of a MIMIC-III benchmarking model.
Röösli Eliane et al. Scientific data 2022 9(1) 24
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Ethical Considerations Related to Using Machine Learning-Based Prediction of Mortality in the Pediatric Intensive Care Unit.
Michelson Kelly N et al. The Journal of pediatrics 2022
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Developing machine learning-based models to help identify child abuse and neglect: key ethical challenges and recommended solutions.
Landau Aviv Y et al. Journal of the American Medical Informatics Association : JAMIA 2022
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Mind the Gaps: Ethical and Epistemic Issues in the Digital Mental Health Response to Covid-19.
Skorburg Joshua August et al. The Hastings Center report 2021
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From everyday life predictions to suicide prevention: Clinical and ethical considerations in suicide predictive analytic tools.
Luk Jeremy W et al. Journal of clinical psychology 2021
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Choice of measurement approach for area-level social determinants of health and risk prediction model performance.
Vest J R et al. Informatics for health & social care 2021 1-12
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Page last reviewed:
Feb 1, 2024
Page last updated:
Apr 18, 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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