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PhD position: Assessing and enhancing quality of time series data with AI methodologies (ref. BAP-2024-287)

The work will be performed within the research division STADIUS at the Department of Electrical Engineering (ESAT). STADIUS' major research objective is to contribute to the development of improved digital (control and signal processing) systems that incorporate advanced mathematical modeling techniques as a crucial new ingredient. Within STADIUS, the Biomedical Data Processing Research Group (Prof. Alexander Bertrand & Prof. Maarten De Vos) is dedicated to pushing the limits of biomedical data processing.

Unit website: https://www.esat.kuleuven.be/s..

Project:

This job opening covers a PhD position (4 years) at the STADIUS-BIOMED group of the Electrical Engineering Dept. ESAT of KU Leuven (Belgium). The goal of this research is to develop new machine learning methods for the quality assessment and enhancement of signals and annotations in time series data, with an application focus on (but not limited to) biomedical signals. The validation of the developed tools can be done on real-world clinical use cases involving, e.g., electrocardiograms, electromyography and electroencephalography signals.

Profile:

-You have a master's degree in engineering with a background in any of the following domains: electrical or mathematical engineering, biomedical engineering, computer science, information technology, artificial intelligence, signal processing (or a similar degree with an equivalent academic level).
-You like mathematics and you have a solid mathematically-oriented background
-You have a genuine interest in algorithms and methodologies for machine learning, artificial intelligence, and signal processing
-You obtained good grades in courses related to the topics relevant to this PhD position
-You are able to do independent research (demonstrated by, e.g., excellent grades on a MSc thesis, etc.)
-You have a critical mindset
-You have an excellent proficiency in the English language (both speaking and writing)

Offer:

  • A funded PhD scholarship
  • An exciting interdisciplinary research environment
  • A KU Leuven affiliation, Europe's most innovative university and 7th in the world (Reuters)
  • The possibility to take part in international conferences and collaborations
  • A competitive salary

Interested:

Interested applicants should submit:

- a motivation letter with a statement of skills and research interests

- a curriculum vitae- a transcript of followed courses + grades

- the names and contact information of 2 references

!!! Important note: motivation letters are free format except for 2 required paragraphs:

1) Reason(s) why I am interested in this particular position: [write reasons here]

2) Facts or examples that demonstrate that I satisfy the listed requirements: [write reasons here]

The application deadline is 15 July 2024, but **earlier applications are encouraged** and will be considered as soon as they are received. The position can be closed earlier in case a suitable candidate has been found.

You can apply for this job no later than July 15, 2024 via the online application tool

KU Leuven strives for an inclusive, respectful and socially safe environment. We embrace diversity among individuals and groups as an asset. Open dialogue and differences in perspective are essential for an ambitious research and educational environment. In our commitment to equal opportunity, we recognize the consequences of historical inequalities. We do not accept any form of discrimination based on, but not limited to, gender identity and expression, sexual orientation, age, ethnic or national background, skin colour, religious and philosophical diversity, neurodivergence, employment disability, health, or socioeconomic status. For questions about accessibility or support offered, we are happy to assist you at this email address: hr.diversiteit@kuleuven.be

Language

English
Apply before: 16/07/2024

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