Aktuelle Jobs im Zusammenhang mit Research Assistant: Foundation Model Empowered Computational Pathology Images Analysis - Munich, Bayern - Technical University of Munich
-
Munich, Bayern, Deutschland Technical University of Munich VollzeitResearch Assistant: Foundation Model Empowered Computational Pathology Images AnalysisJob DescriptionWe are seeking a highly motivated research assistant to join our team at the Technical University of Munich. The successful candidate will have the opportunity to work on a fascinating project evaluating foundation model performances on downstreaming...
-
Munich, Bayern, Deutschland Technical University of Munich VollzeitMaster/Bachelor Thesis OpportunityAt the Technical University of Munich, we are seeking a highly motivated student to work on a Master/Bachelor thesis project focused on foundation model empowered computational pathology images analysis. Project OverviewThe goal of this project is to evaluate the performance of foundation models on downstream pathology image...
-
Munich, Bayern, Deutschland Technical University of Munich VollzeitThesis Opportunity: Evaluating Foundation Models in Pathology Image AnalysisAt the Technical University of Munich, we are offering a Master/Bachelor thesis opportunity to evaluate the performance of foundation models on downstream pathology image tasks.Artificial intelligence (AI) has the potential to transform cancer diagnosis and treatment by analyzing...
-
Munich, Bayern, Deutschland Technical University of Munich VollzeitThesis Opportunity: Evaluating Foundation Models in Pathology Image AnalysisAt the Technical University of Munich, we are offering a Master/Bachelor thesis opportunity to evaluate the performance of foundation models on downstream pathology image tasks.Artificial intelligence (AI) has the potential to transform cancer diagnosis and treatment by analyzing...
-
Munich, Bayern, Deutschland Technical University of Munich VollzeitMaster's Thesis Opportunity: We are seeking a highly motivated student to work on a Master's thesis project that focuses on evaluating the performance of foundation models on downstream pathology image tasks. About the Project: Artificial intelligence (AI) has the potential to transform cancer diagnosis and treatment by analyzing pathology images for...
-
Munich, Bayern, Deutschland Technical University of Munich VollzeitMaster's Thesis OpportunityWe are seeking a highly motivated student to work on a Master's thesis project that focuses on evaluating the performance of foundation models in computational pathology image analysis.About the ProjectArtificial intelligence (AI) has the potential to revolutionize cancer diagnosis and treatment by analyzing pathology images for...
-
Munich, Bayern, Deutschland Technical University of Munich VollzeitMaster's Thesis OpportunityWe are seeking a highly motivated student to work on a Master's thesis project that focuses on evaluating the performance of foundation models in computational pathology image analysis.About the ProjectArtificial intelligence (AI) has the potential to revolutionize cancer diagnosis and treatment by analyzing pathology images for...
-
Munich, Bayern, Deutschland Technical University of Munich VollzeitMaster's Thesis OpportunityWe are seeking a highly motivated student to work on a master's thesis project that focuses on evaluating foundation models for pathology image analysis.Artificial intelligence has the potential to revolutionize cancer diagnosis and treatment by analyzing pathology images for precision medicine and decision support systems....
-
Munich, Bayern, Deutschland Technical University of Munich VollzeitMaster's Thesis OpportunityWe are seeking a highly motivated student to work on a master's thesis project that focuses on evaluating foundation models for pathology image analysis.Artificial intelligence has the potential to revolutionize cancer diagnosis and treatment by analyzing pathology images for precision medicine and decision support systems....
-
Munich, Bayern, Deutschland Technical University of Munich VollzeitMaster's Thesis OpportunityWe are seeking a highly motivated student to work on a master's thesis project that focuses on evaluating foundation models for pathology image analysis.Artificial intelligence has the potential to revolutionize cancer diagnosis and treatment by analyzing pathology images for precision medicine and decision support systems....
-
Munich, Bayern, Deutschland Technical University of Munich VollzeitMaster's Thesis OpportunityWe are seeking a highly motivated student to work on a master's thesis project that focuses on evaluating foundation models for pathology image analysis.Artificial intelligence has the potential to revolutionize cancer diagnosis and treatment by analyzing pathology images for precision medicine and decision support systems....
-
Research Assistant
vor 1 Monat
Munich, Bayern, Deutschland Fraunhofer-Institut für Integrierte Schaltungen IIS VollzeitJoin Our Research TeamWe are seeking a highly motivated and skilled student research assistant to join our team at Fraunhofer-Institut für Integrierte Schaltungen IIS. As a research assistant, you will work closely with our team to develop and implement innovative solutions in the field of AutoML.Key ResponsibilitiesCollaborate with our team on research...
-
Research Assistant
vor 1 Monat
Munich, Bayern, Deutschland Fraunhofer-Institut für Integrierte Schaltungen IIS VollzeitJoin Our Research TeamWe are seeking a highly motivated and skilled student research assistant to join our team at Fraunhofer-Institut für Integrierte Schaltungen IIS. As a research assistant, you will work closely with our team to develop and implement innovative solutions in the field of AutoML.Key ResponsibilitiesCollaborate with our team on research...
-
Research Assistant
vor 2 Wochen
Munich, Bayern, Deutschland Fraunhofer-Institut für Integrierte Schaltungen IIS VollzeitResearch Opportunities in AutoMLWe are seeking a highly motivated and skilled student researcher to join our team at Fraunhofer-Institut für Integrierte Schaltungen IIS. As a research assistant, you will work on research projects in AutoML, focusing on interactive and explainable AutoML, interactive data labelling, and model monitoring for object detection...
-
Research Scientist in Biomedical Imaging
vor 2 Wochen
Munich, Bayern, Deutschland Technical University of Munich VollzeitResearch Opportunities at the Intersection of Biomedical Imaging and Computational ScienceThe Chair of Biological Imaging at the Technical University of Munich and the Institute of Biological and Medical Imaging at Helmholtz Munich are seeking a highly motivated Postdoctoral Researcher to join their team. As a Research Scientist in Biomedical Imaging, you...
-
Bioinformatics Research Assistant
vor 1 Monat
Munich, Bayern, Deutschland Technical University of Munich VollzeitUnlock the Secrets of the Human Immune SystemWe are seeking a highly motivated and skilled HiWi student to join our research group in Bioinformatics. As a key member of our team, you will contribute to the analysis of single-cell RNA-seq data using state-of-the-art computational methods.Key Responsibilities:Conduct data analysis using implemented...
-
Bioinformatics Research Assistant
vor 1 Monat
Munich, Bayern, Deutschland Technical University of Munich VollzeitUnlock the Secrets of the Human Immune SystemWe are seeking a highly motivated and skilled HiWi student to join our research group in Bioinformatics. As a key member of our team, you will contribute to the analysis of single-cell RNA-seq data using state-of-the-art computational methods.Key Responsibilities:Conduct data analysis using implemented...
-
Bioinformatics Research Assistant
vor 2 Wochen
Munich, Bayern, Deutschland Technical University of Munich VollzeitUnlock the Secrets of the Human Immune SystemWe are seeking a highly motivated research assistant to contribute to our scRNA-Seq analyses in the field of immunology. As a member of our team, you will have the opportunity to work with state-of-the-art single-cell sequencing technologies and unravel the dynamics of the human immune system.Key...
-
Knowledge Research Assistant
vor 3 Wochen
Munich, Bayern, Deutschland h&z VollzeitPosition Are you interested in supporting our Knowledge Center and contributing to the development of our internal knowledge platform? Do you have a passion for market research and analysis, and a flair for numbers? We are looking for a talented individual to join our team as a Knowledge Research Assistant. Your Mission As a Knowledge Research Assistant,...
-
Knowledge Research Assistant
vor 3 Wochen
Munich, Bayern, Deutschland h&z VollzeitPosition Are you interested in supporting our Knowledge Center and contributing to the development of our internal knowledge platform? Do you have a passion for market research and analysis, and a flair for numbers? We are looking for a talented individual to join our team as a Knowledge Research Assistant. Your Mission As a Knowledge Research Assistant,...
Research Assistant: Foundation Model Empowered Computational Pathology Images Analysis
vor 2 Monaten
Foundation Model Empowered Computational Pathology Images Analysis
We are seeking a highly motivated research assistant to join our team at the Technical University of Munich and contribute to the evaluation of foundation model performances on downstream pathology image tasks.
Artificial intelligence has the potential to revolutionize cancer diagnosis and treatment by analyzing pathology images for precision medicine and decision support systems. However, AI still faces challenges in generalization and addressing rare diseases due to limited training data availability.
A foundation model may contribute to addressing this challenge. A foundation model refers to a general-purpose model pre-trained on typically unlabeled datasets, subsequently fine-tuned to apply to diverse downstream tasks. To compare the proposed foundation model with previous state-of-the-art methods, we want to evaluate the performance of patch/slide level classification and segmentation tasks.
Tasks:- Paper reading and literature review
- Evaluate proprietary and public foundation models on public datasets
- Finetune the models to obtain the best performance
We will be working with publicly available models: UNI, cTransPath, Virchow, RudolfV, and MSSM. The datasets for classification and detection include MHIST, PCAM, NCT-CRC, CAMELYON16/17, and for segmentation, SegPath and PanNuke.
Requirements:- Basic knowledge in at least one of the following areas: Pytorch and deep learning knowledge, Medical image analysis
Supervision and Contact: Prof. Peter Schueffler and Jingsong Liu will be the supervisors.
