DiagNCF: Diagnosis Neural Collaborative Filtering for Accurate Medical Recommendation.
Qingyi PanJingyi ZhangPublished in: ICIC (LNBI 2) (2024)
Keyphrases
- social networks
- collaborative filtering
- recommender systems
- online dating
- medical diagnosis
- matrix factorization
- medical diagnostic
- data sparsity
- user preferences
- personalized recommendation
- recommendation systems
- neural network
- critical care
- cold start problem
- information filtering
- network architecture
- diagnostic tests
- latent factor models
- collaborative filtering recommendation
- medical knowledge
- disease diagnosis
- medical decision making
- cold start
- user ratings
- user profiles
- heart disease
- recommendation quality
- hybrid recommendation
- web page recommendation
- bayesian networks
- item based collaborative filtering
- therapy planning
- diagnostic process
- fault diagnosis
- diagnostic systems
- collaborative filtering algorithms
- neural model
- product recommendation
- implicit feedback
- proceedings of the th international conference
- user interests
- model based diagnosis
- collaborative recommendation
- medical doctors
- pearson correlation coefficient
- high accuracy
- content based filtering
- deal with information overload