Feature Extraction from Electronic Health Records of Diabetic Nephropathy Patients with Convolutioinal Autoencoder.
Takayuki KatsukiMasaki OnoAkira KosekiMichiharu KudoKyoichi HaidaJun KurodaMasaki MakinoRyosuke YanagiyaAtsushi SuzukiPublished in: AAAI Workshops (2018)
Keyphrases
- electronic health records
- diabetes mellitus
- feature extraction
- medical data
- clinical data
- diabetic patients
- clinical trials
- health records
- medical records
- health data
- blood glucose
- healthcare providers
- health information systems
- risk factors
- health care
- health information technology
- medical images
- health information
- patient data
- dimensionality reduction
- health related
- feature selection
- health care providers
- medical knowledge
- information overload
- statistical analysis
- decision support system
- knowledge discovery
- database