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MA/MSc, PhD Internship for EUGLOH program

Title: Clinical AI applications

Keywords: artificial inteligence, data science, smart systems

Internship Duration: 30/11/-1 - 30/11/-1


Head of the hosting team: Mark Jelasity

Website: Click here

Address of the host laboratory:
Szeged AI
Team Szeged AI
Arpad ter 2.
6720 Szeged Hungary

Supervisor: Richard Farkas
E-mail: rfarkas@inf.u-szeged.hu
Phone: +3662546720




Internship description:

The intern can join the development of a clinical AI project, for example
- extracting information (beyond ICD codes) for electronic health textual documents
- machine learning risk assessment of diseases from diverse data sources
- identification of early cognitive diseases from changes in speech.
We accept both computer/data scientists and medical students. They can contribute to the AI experiments. While computer/data scientists will be involved in software development and machine learning, medical students can help to understand the feasibility and supports the improvement of the AI solutions.
Interns gain a hands-on experience on how a state-of-the-art clinical AI research is carried out and they learn by doing the opportunities and limits of AI in real world scenarios.

Techniques used during the internship:

We conduct core- and applied research in Artificial Intelligence (AI). Our solutions analyse various type of data sources (text, speech, image, networks etc) on the frontier of AI research.

Bibliography:

Richárd Farkas, György Szarvas, István Hegedűs, Attila Almási, Veronika Vincze, Róbert Ormándi and Róbert Busa-Fekete: Semi-automated construction of decision rules to predict morbidities from clinical texts. Journal of the American Medical Informatics Association 2009;16(4), pp 601-605.

Vincze, V., Szatlocki, G., Tóth, L., Gosztolya, G., Pakaski, M., Hoffmann, I., Kalman, J.: Telltale silence: temporal speech parameters discriminate between prodromal dementia and mild Alzheimer’s disease, Clinical Linguistics and Phonetics, 2020.


Possibility of PhD : No decided yet

Research field(s) of interest to the hosting team:
Language(s) spoken in the host laboratory: Engilsh, Hungarian