Why it is Crucial to Prepare Healthcare Data for Use in AI Models
The rate at which AI is being integrated in healthcare is accelerating. However, data quality is often lacking, and this reduces the effectiveness of many AI solutions tailored to the healthcare industry. Given that healthcare data is often siloed, the vast majority of this data is unstructured. This can pose challenges in the use of this data for AI models since the insights extracted could be biased or have other defects. Data needs to be consistent in the way it is presented, its quality must be high and the formats need to be standardized. Otherwise, the data could be misinterpreted…











