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Public Health Genomics and Precision Health Knowledge Base (v8.2)
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Last data update: Feb 08, 2023
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Predictive Accuracy of Stroke Risk Prediction Models Across Black and White Race, Sex, and Age Groups.
Chuan Hong et al. JAMA 2023 329(4) 306-317
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Evaluation of race/ethnicity-specific survival machine learning models for Hispanic and Black patients with breast cancer.
Park Jung In et al. BMJ health & care informatics 2023 30(1)
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Now is the time to fix the evidence generation system.
Califf Robert M et al. Clinical trials (London, England) 2023 17407745221147689
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How We Got Here: The Legacy of Anti-Black Discrimination in Radiology.
Goldberg Julia E et al. Radiographics : a review publication of the Radiological Society of North America, Inc 2023 43(2) e220112
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Racial underrepresentation in dermatological datasets leads to biased machine learning models and inequitable healthcare.
Kleinberg Giona et al. Journal of biomed research 2023 3(1) 42-47
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AI-assisted clinical decision making (CDM) for dose prescription in radiosurgery of brain metastases using three-path three-dimensional CNN.
Cao Yufeng et al. Clinical and translational radiation oncology 2023 39100565
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Artificial intelligence in cancer research and precision medicine: Applications, limitations and priorities to drive transformation in the delivery of equitable and unbiased care.
Corti Chiara et al. Cancer treatment reviews 2022 112102498
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Transforming Health Data to Actionable Information: Recent Progress and Future Opportunities in Health Information Exchange.
Sarkar Indra Neil et al. Yearbook of medical informatics 2022 31(1) 203-214
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External validation of prediction models for patient-reported outcome measurements collected using the selfBACK mobile app.
Verma Deepika et al. International journal of medical informatics 2022 170104936
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Racial and Ethnic Disparities in Outpatient Treatment of COVID-19 - United States, January-July 2022.
Boehmer Tegan K et al. MMWR. Morbidity and mortality weekly report 2022 71(43) 1359-1365
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Preventing Artificial Intelligence in Medical Imaging from Perpetuating Health Care Biases and Disparities.
Kocher Madison R et al. Journal of the American College of Radiology : JACR 2022
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Addressing racial disparities in surgical care with machine learning
J Halamka et al, NPJ Digital Medicine, September 30, 2022
Racial Disparities in Pulse Oximeter Device Inaccuracy and Estimated Clinical Impact on COVID-19 Treatment Course.
Sudat Sylvia E K et al. American journal of epidemiology 2022
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Racial disparities in COVID-19 outcomes: Unwarranted statistical adjustments and the perpetuation of stereotypes
SP Massion et al, Lancet Regional Health, September 2022
Comparative study of different SES neighborhood clinics for health literacy and internet access.
Livingood William C et al. Digital health 2022 820552076221123715
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Subpopulation-specific machine learning prognosis for underrepresented patients with double prioritized bias correction
S Afrose et al, Comm Medicine, September 1, 2022
Quantifying inequities in COVID-19 vaccine distribution over time by social vulnerability, race and ethnicity, and location: A population-level analysis in St. Louis and Kansas City, Missouri.
Mody Aaloke et al. PLoS medicine 2022 19(8) e1004048
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The impact of artificial intelligence on health equity in oncology: A scoping review.
Istasy Paul et al. Journal of medical Internet research 2022
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Artificial Intelligence-Augmented Propensity Score, Cost Effectiveness and Computational Ethical Analysis of Cardiac Arrest and Active Cancer with Novel Mortality Predictive Score.
Monlezun Dominique J et al. Medicina (Kaunas, Lithuania) 2022 58(8)
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Ethical, Legal, and Financial Considerations of Artificial Intelligence in Surgery.
Morris Miranda X et al. The American surgeon 2022 31348221117042
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Environmental Justice Index
ATSDR, August 2022
Disparities in distribution of COVID-19 vaccines across US counties: A geographic information system-based cross-sectional study.
Hernandez Inmaculada et al. PLoS medicine 2022 19(7) e1004069
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An Urban Population Health Observatory for Disease Causal Pathway Analysis and Decision Support: Underlying Explainable Artificial Intelligence Model.
Brakefield Whitney S et al. JMIR formative research 2022 6(7) e36055
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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
Big data, machine learning, and population health: predicting cognitive outcomes in childhood.
Bowe Andrea K et al. Pediatric research 2022
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Artificial Intelligence in Oncology: Current Capabilities, Future Opportunities, and Ethical Considerations.
Shreve Jacob T et al. American Society of Clinical Oncology educational book. American Society of Clinical Oncology. Annual Meeting 2022 421-10
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Artificial intelligence in gastroenterology and hepatology: how to advance clinical practice while ensuring health equity.
Uche-Anya Eugenia et al. Gut 2022
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Race-Free Estimation of Kidney Function: Clearing the Path Toward Kidney Health Equity.
Boulware L Ebony et al. JAMA 2022
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Artificial Intelligence and Machine Learning Technologies in Cancer Care: Addressing Disparities, Bias, and Data Diversity.
Dankwa-Mullan Irene et al. Cancer discovery 2022 12(6) 1423-1427
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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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Page last reviewed:
Feb 1, 2023
Page last updated:
Feb 08, 2023
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