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PRONIA

Online Machine Learning School by the ECNP Neuroimaging Network

We welcome you to the Machine Learning School by the undefinedECNP Neuroimaging Network, the undefinedSection for Neurodiagnostic Applications, and the undefinedMax Planck Fellow Group for Precision Psychiatry. The school will be held between the  8th – 11th September 2020 with the aim to introduce you to psychiatric machine learning with a specific focus on diagnostic and prognostic neuroimaging.

 

To school is tailored to online learning by providing different learning formats, including (see undefinedprogram):

  1. Seminars covering essential concepts;
  2. Hands-on tutorials using our custom software undefinedNeuroMiner that does not require coding experience;
  3. Application of learnt material in a machine learning competition with continuous assistance from tutors; and
  4. Daily lectures from international experts in the field.  

 

While the primary aims of the course will address machine learning concepts and methods that apply to all data types, we will specifically address methods and challenges that apply to neuroimaging data throughout the course--e.g., by addressing inter-scanner variability and harmonization on the third day.

 

Attendance at the 1-hour seminar at the beginning of the day (9.30am CEST) and the expert guest lecture at the end of the day (4:00pm CEST) is free and participants will receive further details once they are registered below. Participation in the full course, including tutorial materials, guided tutorials, the machine learning competition, and continuous access to experienced tutors is only €100-. In collaboration with the ECNP, we are offering free registration for 25 ECNP members by providing a rebate to the fee after attendance at the course. Please note that we are running it from Europe so all times are in Central Eastern Standard Time--colleagues from the USA and other countries are advised to attend the lectures either at the start or the end of each day.  

 

The full course will be limited to 50 participants in order to have a maximum of 10 participants per tutor to enhance learning outcomes. ECNP members are especially encouraged to apply. Course registrants will receive notification of their acceptance into the course and further payment details once they are registered. Please note that we cannot guarantee acceptance into the course due to our limit of 50 students.

 

Dates

8th to 11th September 2020 (European daytime)

Meeting Venue

Online

Costs

Participation in the lectures at the start of the day (9.30am CEST) and at the end of the day (4.00pm CEST) is free, but we require that you complete the registration below. We will send the online course notes and links to the email address you provide. 

 

Participation in the full, four day guided seminars and tutorials is 100€. Participants enrolled in tutorials will be placed into small groups (max. 10 people) and guided by a tutor through tailored exercises. Participants will also participate in a specially prepared Kaggle competition with the possibility of publication for the winning team. We have 25 free places for ECNP members (refund after course attendance). Course registrants will receive notification of their acceptance into the course and further payment details once they are registered. Please note that we cannot guarantee acceptance into the course due to our limit of 50 students.  

 

 

Application Form

Application Form

Applicant information

 

Experience in machine learning*
Experience SPSS*
Experience MATLAB*
Experience R*
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