2017-03-31T05:15:20+00:00

Solution: Pharmacowatch

PharmacoWatch is a PaaS solution that alerts for and predicts drug-to-drug interactions and other adverse drug reactions (ADR) of approved pharmaceutical drugs in the USA. This solution integrates public data from the FDA Adverse Event Reporting System (FAERS) with Social Media mentions (Twitter) of ADRs. We cleaned, normalized, and integrated the two data sources and created several [...]

2017-03-31T04:40:10+00:00

Solution: DeepCare

The DeepCare solution allows Certified Nursing Assistants (CNAs) and nurses to monitor more closely the ambulatory status of residents at eldercare and assisted living facilities. DeepCare uses Deep Learning and other machine learning techniques to determine whether a resident is sitting, walking, standing or climbing stairs. Wearables or smartphones outfitted with the app continuously sends sensor (accelerometer, [...]

2017-03-31T05:37:13+00:00

Case Study: Big Data processing in PharmacoWatch

Infolytx has built a PaaS solution that alerts for and predicts drug-to-drug interactions and other adverse drug reactions (ADR) of approved pharmaceutical drugs in the USA. This solution integrates public data from the FDA (FDA AERS) with Social Media mentions (Twitter) of ADRs. We combined the data to create various machine learning models to predictive analytics. We built [...]

2017-03-31T05:38:39+00:00

Case Study: Text Mining in PharmacoWatch – Drug mention extraction from Twitter data

Infolytx has built a PaaS solution that alerts and predicts drug-to-drug interaction and other adverse drug reactions (ADR) of approved pharmaceutical drugs in the USA. This solution integrates public data from the FDA (FDA AERS) with Social Media mentions (Twitter) of ADRs. We combined the data to create various machine learning models to predictive analytics. We built our [...]

2017-03-31T17:21:15+00:00

Case Highlights: Data Integration in PharmacoWatch

Infolytx has built a PaaS solution that alerts for and predicts drug-to-drug interactions and other adverse drug reactions (ADR) of approved pharmaceutical drugs in the USA. This solution integrates public data from the FDA (FDA AERS) with Social Media mentions (Twitter) of ADRs. Click here to see our Solution Our Pharmacowatch PaaS [...]