BC Advantage - 2018 Issue 6

Machine Learning Algorithms A Clinician and Data Analyst Partnership

Machine learning and other data science techniques are used in many ways in healthcare. From image processing that detects abnormalities in x-rays or MRIs to algorithms that pull from electronic medical records to detect disease risk, presence, or progression, machine-learning techniques can improve patient care. However, as a data scientist in healthcare, I’ve discovered that putting ideas into practice is often the hardest part of getting value out of a data science project.Data analytics and clinical care don’t naturally go together. Data analysts typically don’t know much about taking care of patients and clinicians often...

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