Semi-Supervised Approach to Monitoring Clinical Depressive Symptoms in Social Media.
Amir Hossein YazdavarHussein S. Al-OlimatMonireh EbrahimiGoonmeet BajajTanvi BanerjeeKrishnaprasad ThirunarayanJyotishman PathakAmit P. ShethPublished in: ASONAM (2017)
Keyphrases
- social media
- semi supervised
- intensive care
- semi supervised learning
- critical care
- real time
- labeled data
- blood glucose
- social media streams
- unlabeled data
- monitoring system
- health related
- unsupervised learning
- supervised learning
- pairwise
- patient data
- multi view
- active learning
- co training
- intensive care unit
- user generated content
- semi supervised clustering
- semi supervised classification
- big data
- social networks
- clinical practice
- decision support
- cognitive impairment
- blood pressure
- social media data
- clinically relevant
- diabetic patients
- medical doctors