… Data quality realities: missingness, coding variability, documentation artifacts, bias Privacy and compliance expectations: protected health information (PHI), … Data privacy and ethics : HIPAA expectations, de-identification, responsible use, bias awareness Interdisciplinary communication : working with clinicians, … Data quality realities: missingness, coding variability, documentation artifacts, bias Privacy and compliance expectations: protected health information (PHI), …

… during their cooperative education program at the company.  Unstructured data is free text that’s not labeled or separated by category, which is “hard to use for … vision is allowing people to type in the way that they would normally type free text, capturing the data without slowing the clinician down,” Marshall said. … during their cooperative education program at the company.  Unstructured data is free text that’s not labeled or separated by category, which is “hard to use for …