CSTR Grand Rounds: June 2021 Deep Semi-Supervised and Multi-Stage Learning for Medical Applications AND Approaching Vascular Physiology and Pathology Using Mechanobiology: Lessons From Engineered In Vitro Vessel-Chip Systems (LIVE) is a Course
CSTR Grand Rounds: June 2021 Deep Semi-Supervised and Multi-Stage Learning for Medical Applications AND Approaching Vascular Physiology and Pathology Using Mechanobiology: Lessons From Engineered In Vitro Vessel-Chip Systems (LIVE)
Ended Jul 6, 2021
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Full course description
Objectives
At the conclusion of this activity, learners will be able to:
- Compare and contrast algorithmic strategies for modeling risk of adverse outcomes
- Discuss recent advances in deep learning network development for risk estimation in heterogeneous patient populations.
- Discuss the importance of physical stimuli in vascular homeostasis that permeate clinical literature and how aberrant stimuli contribute to disease.
- Recontextualize these clinical paradigms in the view of mechanobiology and discuss how biological systems respond to these stimuli in concert.
- Describe the importance of engineered systems in developing this knowledge, and how they might be applied in parallel to in vitro and in vivo models to provide a comprehensive understanding of the physiology.