View Proposal

Proposer
Heba Elshimy
Title
Heart disease detection from smartwatches
Goal
Description
Analysing smartwatch data to detect abnormalities in heart rate and predict various heart diseases (arrhythmia as an example).
Resources
Suggested datasets available on: https://physionet.org/, or: https://www.synapse.org/Synapse:syn21985690/files/ Suggested reading: https://www.nature.com/articles/s41746-020-00320-4, https://doi.org/10.3390/healthcare12090892
Background
Url
Difficulty Level
Variable
Ethical Approval
None
Number Of Students
1
Supervisor
Heba Elshimy
Keywords
signal processing, machine learning, deep learning
Degrees
Master of Science in Artificial Intelligence
Master of Science in Data Science
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