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German Cancer Research Center in the Helmholtz Association (DKFZ) | Heidelberg, Baden-Württemberg | Germany | 2 months ago
project at the intersection of biomedical informatics, semantic technologies, and large language models (LLMs). The position is embedded in the MIRO-LLMs initiative (Helmholtz Metadata Collaboration
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integrates robotic operative video with TEE/CT to: Augment the existing pipeline of instance/semantic segmentation for anatomy and surgical phase recognition in robotic mitral surgery (Mask R-CNN/Detectron2
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. Yet semantic heterogeneity—differences in terminology, structure, and logic—remains a central barrier to reusability, interoperability, and reproducibility. This postdoctoral position addresses a
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. Yet semantic heterogeneity—differences in terminology, structure, and logic—remains a central barrier to reusability, interoperability, and reproducibility. This postdoctoral position addresses a
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processing (NLP) models, information retrieval, semantic processing, and structured databases, knowledge graph or related techniques. Immunology or Biology background is highly preferred. Desired
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, particularly LLM reasoning, semantic representation or user modeling. Strong Python and machine learning skills; experience with knowledge graphs or human–AI interaction is a plus. A publication record
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About us We are seeking to appoint a postdoctoral research fellow with an excellent track record in knowledge graphs, semantic technologies, and machine learning. Topics of interest in this area include
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-tuned open-weight models represent those concepts, and releases an annotated corpus of model divergences, an open benchmark for diachronic semantic understanding, and a taxonomy of the ways models
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: Multi-modal mapping and semantic perception. Action policy learning and embodied intelligence. Learning foundation models for semantic, depth, and state estimation (e.g., similar in spirit to
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laboratory environment, the intern will develop and validate computer vision pipelines — including semantic segmentation models — for automated site identification, sample quality assessment, and adaptive ion