@DrGaloosianMD 2 years ago
Our validated natural language processing (#NLP) algorithm leverages #machinelearning to automate intraprocedural #colonoscopy #quality metrics. We successfully implemented the #NLP to measure #ADR @UCLAHealth. Results ⬇️. Thank you @drfolamay and Medical Informatics @dgsomucla https://twitter.com/trishajamesmba/status/1529100838496374785
@raamana_ 4 years ago
tips to review #MachineLearning papers, esp. in #medicine & #neuroscience: -ask for a flowchart from raw data to final metrics! -don't assume CV (like repeated holdout) and advanced metrics (AUC) are implemented correctly. If you don't follow it drunk, they're likely wrong!