Towards Developing a Mobile-Based Care (KidneyCare) for Patients with Kidney Diseases Using Ten-second Fingertip Video and PPG with Machine Learning.
Parama SrideviMasud RabbaniSayed Mashroor MamunMohammad SyamRumi Ahmed KhanSheikh Iqbal AhamedPublished in: ICDH (2023)
Keyphrases
- machine learning
- home care
- clinically relevant
- neurodegenerative diseases
- blood pressure
- medical care
- video content
- cardiovascular disease
- video data
- mobile devices
- health care professionals
- health care
- video streams
- medical practice
- heart failure
- chronic disease
- streaming video
- video sequences
- diabetes mellitus
- video frames
- colorectal cancer
- multimedia
- mobile phone
- infectious disease
- context aware
- patient data
- medical practitioners
- computer vision
- patient groups
- heart rate
- primary care
- patient safety
- data mining
- health care services
- mobile learning
- camera phones
- statistical methods
- mobile applications
- medical data
- smart phones
- learning algorithm
- risk factors
- clinical decision support systems
- patient care
- high risk