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More Data Analytics Resources

Machine Learning

Artificial Intelligence and Mapping a New Direction in Laboratory Medicine: A Review
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Rise of the Machines: Artificial Intelligence and the Clinical Laboratory
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A Machine Learning Approach for the Automated Interpretation of Plasma Amino Acid Profiles
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AI Analysis of Blood Samples Offers Glimpse of Future Severity, Progression in Neurodegenerative Diseases
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Routine Laboratory Blood Tests Predict SARS-CoV-2 Infection Using Machine Learning
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Deus Ex Machina? Predicting SARS-CoV-2 Infection from Lab Tests Using Machine Learning
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Listen to the podcast

Hidden in Plain Sight: Machine Learning in Acute Kidney Injury
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How Underspecification Undermines Artificial Intelligence
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Machine Learning for the Biochemical Genetics Laboratory
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Listen to the Podcast

A Machine Learning Approach to Identify a Circulating MicroRNA Signature for Alzheimer Disease
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Answering Unanswerable Questions in the Clinical Laboratory with Data Warehouses
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Artificial Intelligence Pipeline Speeds Early Diagnosis of Critically Ill Newborns
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Artificial Intelligence: Early Warning System for Acute Kidney Injury
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Big Data Used to Delineate Four Sepsis Phenotypes
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Deep Dive Into Data Analytics
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Machine Learning for Clinical Chemists
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Machine Learning to Decode Genomics
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Machine Learning-based Cyst Fluid Analysis Bests Standard-of-Care in Distinguishing Benign, High-risk Pancreatic Cysts
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Using Machine Learning to Identify True Somatic Variants from Next-Generation Sequencing
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Validation and Regulation of Clinical Artificial Intelligence
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Real-World Data

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

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

Data as a Collaboration Tool
Read the CLN Stat article

Data-sharing Essential to Better Understanding, Combating Pediatric Cancer
Read the CLN Stat article

Deep Dive Into Data Analytics
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

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

A Bounty of Data For Labs
Read the CLN Stat article