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informatics. We provide access to high-performance computing, secure data environments, clinical imaging data, and software tools (Python, PyTorch/TensorFlow, radiomics, 3D Slicer, DICOM tooling). We
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segmentation, feature extraction, signal quality assessment, artifact detection, or time-series modeling. Experience with Python scientific computing tools such as NumPy, SciPy, pandas, scikit-learn
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management. Experience working comfortably at scale: large and unwieldy data frames, high-performance computing clusters or cloud compute, and workflows that must run reliably on a fixed weekly
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