Hospital Network Simulations in France
Our project is named HospiNet. With Hospinet we aim to simulate the French hospitals’ load under this COVID-19 emergency.
In our simulations, we consider two scenarios. The first scenario simply shows current statistics. These are the incoming patients in acute and icu care, patients coming into a hospital, stay in that hospital. In the second one, we allow the movement of patients from one hospital to another. Moving patients happens when a hospital reaches a threshold capacity. Target hospitals will only accept patients when they are under their own threshold capacity. Targets are selected within a predefined radius, in order of closest to furthest.
To visualise and try simualtions go to: https://hospinet.herokuapp.com/
For more details on certain parts:
Data_Processing.ipynb
Notebook for calculating the distance and connectivity each two nodes to create the graph data.
Data_Visualisations.ipynb Visulization of the beds numbers and also the daily patients flow for each Department.
Graph_Visualisation.ipynb Visualization of the netwokr of the Franch departments
- Bowen Fan, ETH Zürich, Switzerland, bowen.fan@bsse.ethz.ch
- Ndèye Maguette Mbaye, ARMINES/Mines ParisTech, France, ndeye-maguette.mbaye@mines-paristech.fr
- Lucas Miranda, Max Planck Institute of Psychiatry, Germany, lucas_miranda@psych.mpg.de
- Giulia Muzio, ETH Zürich, Switzerland, giulia.muzio@bsse.ethz.ch
- Emese Sukei, Universidad Carlos III de Madrid, Spain, esukei@ing.uc3m.es
- Giovanni Visonà, Max Planck Institute for Intelligent Systems, Germany, giovanni.visona@tuebingen.mpg.de
Authors are ESRs in MLFPM project https://mlfpm.eu/