Healthcare
The Illusion of Evidence Based Medicine
DSA ADS Course - 2022
Discuss quality of evidence in general and in context of providing a solid scientific foundation for medicine.
Illusion of Evidence Based Medicine - March, 2022
Summary
Evidence based medicine has been corrupted by corporate interests, failed regulation, and commercialisation of academia, argue these authors
Robust and Energy-efficient PPG-based Heart-Rate Monitoring
March, 2022
Abstract
AI Gone Astray: Technical Supplement
March, 2022
Abstract
A Multimodal Approach for Parkinson Disease Analysis
March, 2022
Abstract
Reinforcement Learning for Precision Oncology
September, 2021
Summary
The accelerating merger of information technology and cancer research heralds the advent of novel methods and models for clinical decision making in oncology. Reinforcement learning—as one of the major subspecialties in machine learning—holds the potential for the development of high-performance decision support tools. However, many recent studies of reinforcement learning in oncology suffer from common shortcomings and pitfalls that need to be addressed for the development of safe, interpretable and reliable algorithms for future clinical practice.
The Security of Deep Learning Defences for Medical Imaging
January, 2022
Abstract
How to Relax in Stressful Situations: A Smart Stress Reduction System
Adversarial Attacks Against Medical Deep Learning Systems
February, 2019
Abstract