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Public Health Genomics and Precision Health Knowledge Base (v7.8)
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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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Improving the Applicability of AI for Psychiatric Applications through Human-in-the-loop Methodologies.
Chandler Chelsea et al. Schizophrenia bulletin 2022
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Machine Learning Approach to Facilitate Knowledge Synthesis at the Intersection of Liver Cancer, Epidemiology, and Health Disparities Research.
Hyams Travis C et al. JCO clinical cancer informatics 2022 6e2100129
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Health Equity
Nature article collection, May 2022
Notice of Special Interest (NOSI): Administrative Supplements to Support "All of US" and Health Disparities-Related Pilot Research Projects at NIMHD-Funded Research Centers in Minority Institutions (RCMI)
NIH, May 2022
Risks and benefits of dermatological machine learning healthcare applications - an overview and ethical analysis.
Willem Theresa et al. Journal of the European Academy of Dermatology and Venereology : JEADV 2022
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Natural Language Processing of Admission Notes to Predict Severe Maternal Morbidity during the Delivery Encounter.
Clapp Mark A et al. American journal of obstetrics and gynecology 2022
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Predicting Sepsis Mortality in a Population-Based National Database: Machine Learning Approach.
Park James Yeongjun et al. Journal of medical Internet research 2022 24(4) e29982
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Minority Health SVI
CDC and HHS, April 2022
Implementation of prognostic machine learning algorithms in paediatric chronic respiratory conditions: a scoping review.
Filipow Nicole et al. BMJ open respiratory research 2022 9(1)
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Disparities in SARS-CoV-2 case rates by ethnicity, religion, measures of socio-economic position, English proficiency, and self-reported disability: cohort study of 39 million people in England during the Alpha and Delta waves
T Larsen et al, MEDRXIV, March 4, 2022
The evolving field of Big Data: understanding geographic information systems analysis and its transformative potential in ophthalmic research.
Soares Rebecca Russ et al. Current opinion in ophthalmology 2022
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Assessing the Economic Value of Clinical Artificial Intelligence: Challenges and Opportunities.
Hendrix Nathaniel et al. Value in health : the journal of the International Society for Pharmacoeconomics and Outcomes Research 2022 25(3) 331-339
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Disparities in COVID-19 Vaccination Coverage Between Urban and Rural Counties — United States, December 14, 2020–January 31, 2022
R Saelee et al, MMWR, March 4, 2022
Intelligent Diagnostic Prediction and Classification Models for Detection of Kidney Disease.
Poonia Ramesh Chandra et al. Healthcare (Basel, Switzerland) 2022 10(2)
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No sonographer, no radiologist: New system for automatic prenatal detection of fetal biometry, fetal presentation, and placental location.
Arroyo Junior et al. PloS one 2022 17(2) e0262107
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Considerations for the implementation of machine learning into acute care settings.
Bishara Andrew et al. British medical bulletin 2022
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Risk-standardized sepsis mortality map of the United States.
Hu Jiun-Ruey et al. Digital health 2022 820552076211072400
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In medicine, how do we machine learn anything real?
Ghassemi Marzyeh et al. Patterns (New York, N.Y.) 2022 3(1) 100392
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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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Racial and Ethnic Disparities in Receipt of Medications for Treatment of COVID-19 - United States, March 2020-August 2021.
Wiltz Jennifer L et al. MMWR. Morbidity and mortality weekly report 2022 71(3) 96-102
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Racial and Ethnic Disparities in Receipt of Medications for Treatment of COVID-19 — United States, March 2020–August 2021
JL Witz et al, MMWR, January 14, 2022
An Open-Source Privacy-Preserving Large-Scale Mobile Framework for Cardiovascular Health Monitoring and Intervention Planning With an Urban African American Population of Young Adults: User-Centered Design Approach.
Clifford Gari et al. JMIR formative research 2022 6(1) e25444
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AI in Healthcare.
Koski Eileen et al. Studies in health technology and informatics 2021 284295-299
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Oct 1, 2021
Page last updated:
Jun 30, 2022
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