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AI Standard of Care
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Pharmacogenomics

Genetics & Genomics AI Standard of Care: Variant Interpretation, Genetic Testing, and Pharmacogenomics

··12 mins
Healthcare Genetics AI Genomics Variant Interpretation Pharmacogenomics Genetic Testing ACMG Guidelines Clinical Genetics Malpractice Standard of Care Precision Medicine
AI Decodes the Human Genome # Genomic medicine has entered a new era. With over 20,000 human genes and millions of potential variants, artificial intelligence has become essential for interpreting the clinical significance of genetic findings. From AI systems that classify variants as pathogenic or benign to algorithms that predict drug response based on pharmacogenomic profiles, these tools are reshaping how genetic information translates to patient care. But when AI misclassifies a variant, leading to unnecessary surgery or missed cancer diagnosis, the consequences can be devastating.

Clinical Pharmacy AI Standard of Care: Drug Interaction Checking, Dosing Optimization, and Liability

··14 mins
Healthcare Pharmacy AI Clinical Pharmacy Drug Interactions Medication Safety Dosing Algorithms FDA Devices Malpractice Standard of Care CDSS Pharmacogenomics
AI Transforms Clinical Pharmacy Practice # Clinical pharmacy has become one of the most AI-intensive areas of healthcare, often without practitioners fully recognizing it. From the drug interaction alerts that fire in every EHR to sophisticated dosing algorithms for narrow therapeutic index drugs, AI and machine learning systems are making millions of medication-related decisions daily. These clinical decision support systems (CDSS) have become so embedded in pharmacy practice that many pharmacists cannot imagine practicing without them.