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Clinical Decision Support Systems - CDSS 4
Machine learning systems used in Clinical Decision Support Systems (CDSS) require further external validation, calibration analysis, assessment of bias and fairness. In this course, the main concepts of machine learning evaluation adopted in CDSS will be explained. Furthermore, decision curve analysis along with human-centred CDSS that need to be explainable will be discussed. Finally, privacy concerns of deep learning models and potential adversarial attacks will be presented along with the vision for a new generation of explainable and privacy-preserved CDSS.
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| Rating | Not enough ratings |
|---|---|
| Length | 5 weeks |
| Effort | 5-6 hours/week |
| Starts | Jun 26 (46 weeks ago) |
| Cost | $49 |
| From | University of Glasgow via Coursera |
| Instructor | Fani Deligianni |
| Download Videos | On all desktop and mobile devices |
| Language | English |
| Subjects | Science Data Science Programming |
| Tags | Life Sciences Data Science Machine Learning Health Informatics |
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| Rating | Not enough ratings |
|---|---|
| Length | 5 weeks |
| Effort | 5-6 hours/week |
| Starts | Jun 26 (46 weeks ago) |
| Cost | $49 |
| From | University of Glasgow via Coursera |
| Instructor | Fani Deligianni |
| Download Videos | On all desktop and mobile devices |
| Language | English |
| Subjects | Science Data Science Programming |
| Tags | Life Sciences Data Science Machine Learning Health Informatics |
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