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AACC.org // Science & Research // Data Analytics in Laboratory Medicine // More Data Analytics Resources
Artificial Intelligence and Mapping a New Direction in Laboratory Medicine: A Review Read the Clinical Chemistry article
Rise of the Machines: Artificial Intelligence and the Clinical Laboratory Read the Journal of Applied Laboratory Medicine article
A Machine Learning Approach for the Automated Interpretation of Plasma Amino Acid Profiles Read the Clinical Chemistry article
AI Analysis of Blood Samples Offers Glimpse of Future Severity, Progression in Neurodegenerative Diseases Read the CLN Stat article
Routine Laboratory Blood Tests Predict SARS-CoV-2 Infection Using Machine Learning Read the Clinical Chemistry article
Deus Ex Machina? Predicting SARS-CoV-2 Infection from Lab Tests Using Machine Learning Read the Clinical Chemistry article Listen to the podcast
Hidden in Plain Sight: Machine Learning in Acute Kidney Injury Read the Clinical Chemistry article
How Underspecification Undermines Artificial Intelligence Read the CLN Stat article
Machine Learning for the Biochemical Genetics Laboratory Read the Clinical Chemistry article Listen to the Podcast
A Machine Learning Approach to Identify a Circulating MicroRNA Signature for Alzheimer Disease Read the Journal of Applied Laboratory Medicine article
Answering Unanswerable Questions in the Clinical Laboratory with Data Warehouses Read the Clinical Chemistry article
Artificial Intelligence Pipeline Speeds Early Diagnosis of Critically Ill Newborns Read the CLN article
Artificial Intelligence: Early Warning System for Acute Kidney Injury Read the CLN Stat article
Big Data Used to Delineate Four Sepsis Phenotypes Read the CLN article
Deep Dive Into Data Analytics Read the CLN Stat article
Machine Learning for Clinical Chemists Read the Clinical Chemistry article
Machine Learning to Decode Genomics Read the Clinical Chemistry article
Machine Learning-based Cyst Fluid Analysis Bests Standard-of-Care in Distinguishing Benign, High-risk Pancreatic Cysts Read the CLN article
Using Machine Learning to Identify True Somatic Variants from Next-Generation Sequencing Read the Clinical Chemistry article
Validation and Regulation of Clinical Artificial Intelligence Read the Clinical Chemistry article
Discovering Cross-Reactivity in Urine Drug Screening Immunoassays through Large-Scale Analysis of Electronic Health Records Read the Clinical Chemistry article
In Reply: COVID-19: An Argument for Rapid Access to Laboratory Data Warehouses Read the Clinical Chemistry article
Data as a Collaboration Tool Read the CLN Stat article
Data-sharing Essential to Better Understanding, Combating Pediatric Cancer Read the CLN Stat article
Reference Intervals Generated by Electronic Medical Record Data Mining with Clinical Exclusions: Age-Specific Intervals for Thyroid-Stimulating Hormone from 33038 Euthyroid Patients Read the Journal of Applied Laboratory Medicine article
Reproducible Research and Reports with R Read the Journal of Applied Laboratory Medicine article Listen to the podcast
Retrospective Data Analysis of the Influence of Age and Sex on TPMT Activity and Its Phenotype–Genotype Correlation Read the Journal of Applied Laboratory Medicine article
A Bounty of Data For Labs Read the CLN Stat article