2023_24
Guia docent 
Escola Tècnica Superior d'Enginyeria
A A A 
català 
Ciència de Dades Biomèdiques / Biomedical Data Science (2022)
 Assignatures
  EPIDEMIOLOGIA COMPUTACIONAL
   Continguts
Tema Subtema
1. HISTORICAL BACKGROUND: 1.1. Overview of Past Pandemics
1.2. The Role of Computational Epidemiology in COVID-19
1.3. Course Outline
II. MODELING EPIDEMICS 2.1. Basics of Epidemiology Modeling
2.2. Contact Networks in Epidemics
2.3. Spatial Models in Epidemics
2.4. The Impact of Human Behavior on Epidemics
III. CONTROLLING EPIDEMICS
 3.1. Vaccination Strategies
3.2. Isolation and Contact Tracing
3.3. The Role of Quarantine in Controlling Epidemics
IV. INFERENCE AND ESTIMATION
 4.1. Understanding The Basic Reproduction Number (R0)
4.2. Implicit Assumptions in Estimation Models
4.3. Bayesian Estimation of Rt
V. SURVEILLANCE
 5.1. Traditional vs Syndromic Surveillance
5.2. Surrogate Data Sources for Surveillance
5.3. Pros and Cons of Different Surveillance Strategies