A drug recommender system Based on Collaborative Filtering for Covid-19 patients.
Narges MohebbiMeysam AlaviMehrdad KargariSeyed Hamidreza MirbehbahaniAmir Behnam KharazmyPublished in: CSICC (2023)
Keyphrases
- recommender systems
- collaborative filtering
- clinical trials
- matrix factorization
- intensive care unit
- information filtering
- cold start problem
- user preferences
- clinical data
- drug resistance
- data sparsity
- cold start
- recommendation quality
- user profiles
- information overload
- high risk
- online dating
- movie recommendation
- implicit feedback
- personalized recommendation
- decision support system
- health care professionals
- probabilistic matrix factorization
- product recommendation
- recommendation systems
- deal with information overload
- collaborative filtering algorithms
- normal subjects
- information systems
- user item rating
- healthy controls
- content based filtering
- user ratings
- recommendation algorithms
- medical data
- transfer learning