We are looking for aPhD Candidate in machine learning in neurology This is NTNU
NTNU is a broad-based university with a technical-scientific profile and a focus in professional education. The university is located in three cities with headquarters in Trondheim.
At NTNU, 9,000 employees and 43,000 students work to create knowledge for a better world.
You will find more information about working at NTNU and the application process here.About the job
Do you want to participate in a groundbreaking interdisciplinary research project combining neurology, advanced computational science, and technology?
We have a vacant position as PhD candidate in machine learning in neurology for 3 years. For a position as a PhD Candidate, the goal is a completed doctoral education up to an obtained doctoral degree.
In this PhD project you will work with developing and evaluating a machine learning tool that can be used to forecast when an individual will have a headache. Using a smartphone app and wearable sensors we will collect detailed day-to-day data on hundreds of individuals with migraine. We will develop machine learning models that identifies complex patterns within the data to predict when the next headache attack will occur. This allows individuals with migraine to take precautionary measures and improve their quality of life. We will also set up a clinical trial that evaluates the effect of the forecasting tool compared to standard-of-care.
As PhD candidate you will be part of the large-scale interdisciplinary research project Machine Intelligence in Headache (MI-HEAD). The overall goal of MI-HEAD is to develop and apply artificial intelligence and machine learning methods and frameworks to improve the lives of individuals with primary headaches.
MI-HEAD is organized under the newly established Norwegian Centre for Headache Research (NorHEAD), a nationwide Centre for Clinical Treatment Research funded by the Research Council of Norway. NorHEAD is hosted by the Department of Neuromedicine and Movement Science at NTNU, and collaborates with academic institutions, hospitals, and industry across the nation, as well as leading international research institutions.
Department of Neuromedicine and Movement Science (INB) conducts research and education covering av wide range of areas related to the nervous system, sense organs, the head, and motion control and movement.
The position is a unique opportunity to contribute to a highly advanced and meaningful research area as part of a large-scale interdisciplinary and international initiative.
Your immediate leader is the group leader of NorHEAD.Duties of the position
The candidate will be the main researcher and first author of research papers describing the development and evaluation of a migraine forecasting machine learning model. All research will be conducted in close collaboration with the project team with necessary supervision. Tasks include:
The appointment is to be made in accordance with Regulations concerning the degrees of Philosophiae Doctor (PhD) and Philosodophiae Doctor (PhD) in artistic research national guidelines for appointment as PhD, post doctor and research assistantPreferred selection criteria
Emphasis will be placed on personal and interpersonal qualities.We offer
As a PhD candidate (code 1017) you are normally paid from gross NOK 501 200 per annum before tax, depending on qualifications and seniority. From the salary, 2% is deducted as a contribution to the Norwegian Public Service Pension Fund.
The period of employment is 3 years.
Appointment to a PhD position requires that you are admitted to the PhD programme in Medicine and Health Sciences or the PhD programme in Medical Technology within three months of employment, and that you participate in an organized PhD programme during the employment period.
The engagement is to be made in accordance with the regulations in force concerning State Employees and Civil Servants, and the acts relating to Control of the Export of Strategic Goods, Services and Technology. Candidates who by assessment of the application and attachment are seen to conflict with the criteria in the latter law will be prohibited from recruitment to NTNU. After the appointment you must assume that there may be changes in the area of work.
It is a prerequisite you can be present at and accessible to the institution daily.About the application
The application and supporting documentation to be used as the basis for the assessment must be in English.
Publications and other scientific work must follow the application. Please note that your application will be considered based solely on information submitted by the application deadline. You must therefore ensure that your application clearly demonstrates how your skills and experience fulfil the criteria specified above.
The application must include:
If all, or parts, of your education has been taken abroad, we also ask you to attach documentation of the scope and quality of your entire education, both bachelor's and master's education, in addition to other higher education. Description of the documentation required can be found here. If you already have a statement from NOKUT, please attach this as well.
We will take joint work into account. If it is difficult to identify your efforts in the joint work, you must enclose a short description of your participation.
In the evaluation of which candidate is best qualified, emphasis will be placed on education, experience and personal and interpersonal qualities. Motivation, ambitions, and potential will also count in the assessment of the candidates.
NTNU is committed to following evaluation criteria for research quality according to The San Francisco Declaration on Research Assessment - DORA.General information
Working at NTNU
NTNU believes that inclusion and diversity is our strength. We want to recruit people with different competencies, educational backgrounds, life experiences and perspectives to contribute to solving our social responsibilities within education and research. We will facilitate for our employees' needs.
NTNU and NorHEAD is working actively to increase the number of women employed in scientific positions and has a number of resources to promote equality.
The city of Trondheim is a modern European city with a rich cultural scene. Trondheim is the innovation capital of Norway with a population of 200,000. The Norwegian welfare state, including healthcare, schools, kindergartens and overall equality, is probably the best of its kind in the world. Professional subsidized day-care for children is easily available. Furthermore, Trondheim offers great opportunities for education (including international schools) and possibilities to enjoy nature, culture and family life and has low crime rates and clean air quality.
As an employee at NTNU, you must at all times adhere to the changes that the development in the subject entails and the organizational changes that are adopted.
A public list of applicants with name, age, job title and municipality of residence is prepared after the application deadline. If you want to reserve yourself from entry on the public applicant list, this must be justified. Assessment will be made in accordance with current legislation. You will be notified if the reservation is not accepted.
If you have any questions about the position, please contact Anker Stubberud, telephone +4745229174, email [email protected] If you have any questions about the recruitment process, please contact HR Adviser Bente Kristin Årbogen Andersen, e-mail: [email protected]
If you think this looks interesting and in line with your qualifications, please submit your application electronically via jobbnorge.no with your CV, diplomas and certificates attached. Applications submitted elsewhere will not be considered. Upon request, you must be able to obtain certified copies of your documentation.
Application deadline: 04.03.2023NTNU - knowledge for a better world
NTNU - knowledge for a better world The Norwegian University of Science and Technology (NTNU) creates knowledge for a better world and solutions that can change everyday life.
The Department of Neuroscience and Movement Science (INB) is an ambitious department in strong development. Great diversity in medicine and health disciplines is a hallmark of the department. We give priority to social relevance and quality in both education and research.
Several of our groups of researchers and teaching staff are at the forefront of their fields in Norway and internationally. Our ambition: “Through interdisciplinary collaboration, INB creates forward-looking education and research that lead the way in improving health and function.” Read more about the Department here: www. ntnu.edu/inbDeadline
4th March 2023Employer
NTNU - Norwegian University of Science and TechnologyMunicipality
Fulltime (1 positions) Fulltime (%)Duration
TemporaryPlace of service