Student for Assistance in Research in AI-Driven Dementia Diagnosis
Vor 7 Tagen
The Institute for Neuroradiology at LMU Klinikum, invites applications for a Student for Assistance in Research in AI-Driven Dementia Diagnosis position in the Multimodal Imaging Lab led by Dr. Boris-Stephan Rauchmann.
Scope of duties
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 PostDoc 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 3D-CNNs) and transformers, under the supervision of a PostDoc. 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.
Our requirements
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 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 PostDoc and the broader research team
Our offer
We offer an hourly payment rate of 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.-
Munich, Bayern, Deutschland LMU Klinikum VollzeitResearch Assistant in AI-Driven Dementia DiagnosisThe Institute for Neuroradiology at LMU Klinikum invites applications for a Research Assistant position in the Multimodal Imaging Lab led by Dr. Boris-Stephan Rauchmann.About the ProjectDementia affects over 55 million people globally, with cases expected to nearly double by 2050. Early diagnosis and...
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Munich, Bayern, Deutschland LMU Klinikum VollzeitResearch Assistant in AI-Driven Dementia DiagnosisThe Institute for Neuroradiology at LMU Klinikum invites applications for a Research Assistant position in the Multimodal Imaging Lab led by Dr. Boris-Stephan Rauchmann.About the ProjectDementia affects over 55 million people globally, with cases expected to nearly double by 2050. Early diagnosis and...
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Munich, Bayern, Deutschland LMU Klinikum VollzeitJob Opportunity: Postdoctoral Researcher in AI-Driven Dementia DiagnosisLMU Klinikum is seeking a highly skilled Postdoctoral Researcher to join our team in the development of AI-driven dementia diagnosis solutions. As a key member of our multidisciplinary team, you will contribute to the further development of our cutting-edge, cloud-based AI-supported...
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Munich, Bayern, Deutschland LMU Klinikum VollzeitJob Opportunity: Postdoctoral Researcher in AI-Driven Dementia DiagnosisLMU Klinikum is seeking a highly skilled Postdoctoral Researcher to join our team in the development of AI-driven dementia diagnosis solutions. As a key member of our multidisciplinary team, you will contribute to the further development of our cutting-edge, cloud-based AI-supported...
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Munich, Bayern, Deutschland LMU Klinikum VollzeitJob Title: Postdoctoral Researcher Position in AI-Driven Dementia DiagnosisWe are seeking a highly motivated Postdoctoral Researcher to join our team at LMU Klinikum. The successful candidate will work on developing and optimizing an AI algorithm for diagnosing neurodegenerative diseases, with a focus on dementia.Scope of Duties:The Postdoctoral Researcher...
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Munich, Bayern, Deutschland LMU Klinikum VollzeitJob Title: Postdoctoral Researcher Position in AI-Driven Dementia DiagnosisWe are seeking a highly motivated Postdoctoral Researcher to join our team at LMU Klinikum. The successful candidate will work on developing and optimizing an AI algorithm for diagnosing neurodegenerative diseases, with a focus on dementia.Scope of Duties:The Postdoctoral Researcher...
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Munich, Bayern, Deutschland LMU Klinikum VollzeitJob Title: Postdoctoral Researcher Position in AI-Driven Dementia DiagnosisWe are seeking a highly motivated Postdoctoral Researcher to join our team at LMU Klinikum, working on a cutting-edge project to develop an AI-supported algorithm for diagnosing neurodegenerative diseases, with a focus on dementia.Scope of Duties:The successful candidate will be...
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Munich, Bayern, Deutschland LMU Klinikum VollzeitJob Title: Postdoctoral Researcher Position in AI-Driven Dementia DiagnosisWe are seeking a highly motivated Postdoctoral Researcher to join our team at LMU Klinikum, working on a cutting-edge project to develop an AI-supported algorithm for diagnosing neurodegenerative diseases, with a focus on dementia.Scope of Duties:The successful candidate will be...
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Munich, Bayern, Deutschland LMU Klinikum VollzeitAbout the PositionWe are seeking a highly skilled Postdoctoral Researcher to join our team at LMU Klinikum in the field of AI-driven dementia diagnosis and development. The successful candidate will be responsible for further developing our cutting-edge, cloud-based AI-supported algorithm for diagnosing neurodegenerative diseases, with a particular focus on...
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Munich, Bayern, Deutschland LMU Klinikum VollzeitAbout the PositionWe are seeking a highly skilled Postdoctoral Researcher to join our team at LMU Klinikum in the field of AI-driven dementia diagnosis and development. The successful candidate will be responsible for further developing our cutting-edge, cloud-based AI-supported algorithm for diagnosing neurodegenerative diseases, with a particular focus on...
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Munich, Bayern, Deutschland LMU Klinikum VollzeitAbout the PositionWe are seeking a highly skilled Postdoctoral Researcher to join our team at LMU Klinikum in the field of AI-driven dementia diagnosis and development. The successful candidate will be responsible for further developing our cutting-edge, cloud-based AI-supported algorithm for diagnosing neurodegenerative diseases, with a particular focus on...
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Munich, Bayern, Deutschland LMU Klinikum VollzeitJob Title: AI Algorithm Developer for Neurodegenerative DiseasesWe are seeking a highly skilled AI Algorithm Developer to join our team at LMU Klinikum, a leading research institution in the field of neurodegenerative diseases.Scope of DutiesWe are developing a cutting-edge, cloud-based AI-supported algorithm for diagnosing neurodegenerative diseases, with a...
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Munich, Deutschland LMU Klinikum VollzeitScope of duties Dementia affects over 55 million people worldwide, with numbers projected to nearly double by 2050. As the prevalence of Alzheimer's and other dementias rises, the need for innovative diagnostic and therapeutic solutions becomes increasingly urgent. Our project, funded by the BMBF (German Federal Ministry of Education and Research), aims...
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Munich, Bayern, Deutschland LMU Klinikum VollzeitJob OpportunityWe are seeking a highly skilled Postdoctoral Researcher to join our team at LMU Klinikum. The successful candidate will contribute to the development of our cutting-edge AI algorithm for diagnosing neurodegenerative diseases, with a focus on dementia.Key ResponsibilitiesDevelop and optimize an AI algorithm for dementia prediction using...
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Munich, Bayern, Deutschland LMU Klinikum VollzeitJob OpportunityWe are seeking a highly skilled Postdoctoral Researcher to join our team at LMU Klinikum. The successful candidate will contribute to the development of our cutting-edge AI algorithm for diagnosing neurodegenerative diseases, with a focus on dementia.Key ResponsibilitiesDevelop and optimize an AI algorithm for dementia prediction using...
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