External Course

DSA ADS Course - 2021

Machine Learning, Medicine, Medical Devices, FDA, Medical Device Evaluation

April, 2021

A comprehensive overview of medical AI devices approved by the US Food and Drug Administration sheds new
light on limitations of the evaluation process that can mask vulnerabilities of devices when they are deployed on
patients.

DSA ADS Course - 2021

Machine Learning, Radiology, Radiographs, CT scans, Medicine, Learning Algorithms

DSA ADS Course - 2021

Applied Probability, Probability Theory, Medical Diagnosis, Medical Testing, Probability of Diagnosis 

Probability theory and accuracy in medical diagnosis. Estimating probability of diagnosis is critical job of front line physicians and many overestimate probabilities ordering unwarranted tests and overtreatment. 

Textbook example of failure of many physicians to accurately compute probability - JAMA study in 2021

June, 2021

Abstract

Aim: Whether to lock down a country or not during COVID-19 pandemic becomes a vital issue, since it affects people’s daily life. The objective of this research is to design a measurement that could be utilised to predict the efficacy of a lockdown decision.

June, 2021

Abstract

We prove that the Borel space of torsion-free Abelian groups with domain ω is Borel complete, i.e., the isomorphism relation on this Borel space is as complicated as possible, as an isomorphism relation. This solves a long-standing open problem in descriptive set theory, which dates back to the seminal paper on Borel reducibility of Friedman and Stanley from 1989.