Informationen zur Anzeige:
Postdoctoral Researcher Position in AI-Driven Dementia Diagnosis (m/w/d)
Klinikum der Universität München
München (DE)
Aktualität: 07.09.2024
Anzeigeninhalt:
07.09.2024, Klinikum der Universität München
München (DE)
Postdoctoral Researcher Position in AI-Driven Dementia Diagnosis (m/w/d)
Aufgaben:
· Enhance and optimize an existing AI algorithm for dementia prediction using multimodal data (including MRI and PET imaging).
· Ensure adherence to clinical, regulatory, and ethical standards.
· Cloud Deployment and Integration:
· Support cloud deployment of the AI algorithm on AWS.
· Integrate the algorithm into a prototype clinical platform.
· Support a clinical pilot study to validate the AI algorithm and platform with dementia patients and healthy controls with your technical expertise.
· Team Coordination and Project Management:
· Lead and mentor a team of Master's, PhD, and MD students.
· Facilitate collaboration among medical professionals, psychologists, and bioinformaticians.
· Manage project timelines, resources, and communication to ensure successful outcomes.
· Help transition this academic project into a market-ready product.
Qualifikationen:
· PhD in Bioinformatics, Data Science, Mathematics, Statistics, or a related field
· Proven experience in AI and machine learning, particularly in imaging and tabular data models (e.g., 3D-CNNs, Transformer models)
· Proficiency in Python programming
· Experience with MRI/PET imaging analysis (preferred)
· Familiarity with AWS cloud platform (preferred but not required)
· Strong organizational and communication skills; a collaborative team player
Standorte