Joeky Senders

15 General introduction and thesis outline Thirty day outcomes after craniotomy Deep learning Classic machine learning Regression analysis Human decision making Part I - Outcomes and Risk Factors Part II - Predictive Analysis Part III - Natural Language Processing Venous thromboembolism and intracranial hemorrhage Length of thromboprofylaxis Online survival calculator Expert opinion Automating clinical chart review Classifying brain metastasis 2 3 4 2 3 4 5 5 1 1 6 6 7 8 7 8 Comparison of learning curves Relative Human-to-Machine Decision Making FIGURE 3. The machine learning spectrum as it applies to the current thesis. Numbers 2 to 8 correspond to the chapters in the current thesis.