Cystic Fibrosis Point of Personalized Detection (CFPOPD): An Interactive Web Application.
Christopher WolfeTeresa PestianEmrah GeciliWeiji SuRuth H KeoghJohn P PestianMichael SeidPeter John DiggleAssem G ZiadyJohn Paul ClancyDaniel H GrossoehmeRhonda D SzczesniakCole BrokampPublished in: JMIR medical informatics (2020)
Our framework for creating an interactive and visual analytics platform enables generalized development of applications to synthesize, model, and translate electronic health data, thereby enhancing clinical decision support and improving care and health outcomes for chronic diseases and disorders. A prospective implementation study is necessary to evaluate this tool's effectiveness regarding increased communication, enhanced shared decision-making, and improved clinical outcomes for patients with CF.
Keyphrases
- cystic fibrosis
- clinical decision support
- healthcare
- electronic health record
- big data
- quality improvement
- pseudomonas aeruginosa
- public health
- randomized controlled trial
- systematic review
- palliative care
- primary care
- mental health
- lung function
- high throughput
- health information
- pain management
- machine learning
- chronic pain
- risk assessment
- chronic obstructive pulmonary disease
- social media
- deep learning
- data analysis
- air pollution