Germany Job Openings
Klinikum der Universität München
Student for Assistance in Research in AI-Driven Dementia Diagnosis (m/w/d)
Munich
PART TIME
September 19, 2024
-
About the Project: Dementia affects over 55 million people globally, with cases expected to nearly double by 2050. Early diagnosis and treatment are crucial in managing dementia, particularly Alzheimer's disease.
- Our research, funded by the German Federal Ministry of Education and Research (BMBF), focuses on developing and deploying a cloud-based, AI-driven algorithm for neurodegenerative disease diagnosis. This project aims to create cutting-edge tools that facilitate the accurate diagnosis of dementia using multimodal data such as MRI and PET imaging.
- The ultimate goal is to transition this research into a market-ready solution for clinical use.
- Role Overview: As a Student Assistant, you will work closely with a Post Doc leading this research to provide valuable support across various stages of the project. Your tasks will include:
- Data Management and Preprocessing: You assist with organizing and preprocessing imaging (MRI, PET) and tabular data for model training. In addition to that, you support data annotation, cleaning, and quality control efforts.
- AI/ML Model Development: You contribute to the development and fine-tuning of machine learning models, including neural networks (e.g., 3D-CNNs) and transformers, under the supervision of a Post Doc. Furthermore you assist in the implementation of statistical and machine learning methods for dementia prediction.
- Technical Documentation and Literature Review: You help in maintaining clear and thorough documentation of all code, data processing steps, and experimental results. Besides you conduct literature reviews to support the scientific basis of the research and suggest potential improvements.
- Cloud-Based Platform Support: You assist in the integration and testing of the AI model on the AWS cloud platform as well as help troubleshoot cloud-based deployment issues under the guidance of senior researchers.
- Pilot Study Support: You provide aid in preparing and coordinating datasets and technical tools required for a clinical pilot study involving dementia patients and healthy controls.
- Currently enrolled in a Bachelor’s or Master’s program in Computer Science, Bioinformatics, Neuroscience, or a related field
- Ideally, some experience in AI and machine learning models, particularly with Python programming
- Knowledge of MRI/PET imaging and cloud computing (e.g., AWS) is a plus but not mandatory
- Strong interest in neurodegenerative diseases and AI applications in healthcare
- Ability to work both independently and in collaboration with the Post Doc and the broader research team
- We offer an hourly payment rate of €13.25 for a maximum of 12 hours per week.
- You get the opportunity to work in a cutting-edge research environment at one of Europe’s top medical research institutes.
- You get a hands-on experience in machine learning, AI, and cloud computing with access to high-performance computing resources.
- We offer the potential to contribute to impactful research with real-world applications in dementia diagnosis.
- We provide flexible working hours to accommodate your academic schedule.
- You get the opportunity for co-authorship in scientific publications.
- Remuneration is based on the Collective Agreement for the Public Sector of the Länder (TV-L) including all allowances customary in the public sector.
Herr Dr. Rauchmann, Boris-Stephan
+49 89 4400 55828
Please use the Online-Form for your application
Disabled persons will be preferentially considered in case of equal qualification. Presentation costs cannot be refunded.
Please note that we cannot reimburse travel expenses incurred through interviews.
We ask you for your understanding that postal applications will not be returned, but will be destroyed in accordance with data protection regulations. The data usage information also applies to postal applications
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