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/or academic coursework, which can confirm the candidate's training in the methods listed above. Please note that we exclusively accept applications submitted through our online application portal
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The Center for Intelligent Optics (CIO) develops advanced optical technologies, including imaging, spectroscopy, and laser ablation methods. Our goal is to bridge these cutting-edge laser
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comparing supervised and unsupervised methods (e.g., regularized regression, tree-based models, ensemble methods, clustering, dimensionality reduction) and deep learning approaches Developing and applying
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technology development. The lab combines cutting-edge methods such as functional two-photon microscopy, high-density neuropixels electrophysiology and spatial biology research, alongside computational analyses
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cytometry panel for deep immunophenotyping of murine lungs. Baumann Z et al., Cell Rep Methods. 2024. 5 - Microenvironmental Regulation of Dormancy in Breast Cancer Metastasis: "An Ally that Changes
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optimization and LLM alignment: design preference-based training and fine-tuning methods (RLHF, PPO, DPO, reward modeling) for medical and multilingual LLMs. Agentic and tool-augmented AI systems: develop
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) develops advanced optical technologies, including imaging, spectroscopy, and laser ablation methods. Our goal is to bridge these cutting-edge laser technologies with clinical practice, developing solutions
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), functional near-infrared spectroscopy (fNIRS), and eye tracking. Conduct independent research within the division's thematic areas Set up experimental configurations for neurophysiological measurement methods