A patient's record is a chaotic mix of notes, lab test results, and codes. We can navigate the mess, but how can an AI? The answer lies in data cleaning and preprocessing – the most critical, yet unglamorous, step in building medical AI.

This episode of The Health AI Brief explains why this process is like meticulously preparing ingredients for a complex recipe. We break down the key steps - from handling missing values to standardising formats, and offers three essential takeaways for appraising new AI studies and understanding why a tool that works in one hospital might fail in yours.

#DataCleaning #DataPreprocessing #DataScience #ArtificialIntelligence #MachineLearning #MedicalAI #HealthcareAI #ClinicalAI #DataQuality #DigitalHealth #HealthTech #CriticalAppraisal #ai in medicine Music generated by Mubert https://mubert.com/render

[email protected]