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: CoRR (2017)
Keyphrases
- semi supervised
- social media
- semi supervised learning
- intensive care
- blood glucose
- labeled data
- intensive care unit
- monitoring system
- unlabeled data
- semi supervised classification
- cognitive impairment
- critical care
- multi view
- active learning
- health related
- social networking
- clinical practice
- neurological disorders
- pairwise
- social media platforms
- social media streams
- semi supervised clustering
- social networks
- co training
- big data
- decision support
- real time
- pairwise constraints
- clinical trials
- social media data
- user generated content
- clinical setting
- medical doctors
- unsupervised learning
- supervised learning
- constrained clustering
- social media sites
- patient data
- medical treatment