Advanced Diagnostic Imaging Research in Prostate, Breast, Lung, and Retina Using 4DCT
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The Diagnostic Image Analysis Group, led by Sjoerd Kerkstra, specializes in cutting-edge research for analyzing a wide range of medical images, including multimodal prostate MRI scans, chest CT scans, X-rays, and mammograms. Utilizing a robust digital infrastructure with approximately 60TB storage, our team processes over 15,000 prostate MRI scans, 70,000 chest CT scans, 200,000 chest X-rays, and 300,000 mammograms. With ~200 cores in our group cluster and ~1500 cores in the hospital server farm, we ensure efficient processing, online collaboration, and continual learning with industrial partners.
Advanced Diagnostic Imaging Research in Prostate, Breast, Lung, and Retina Using 4DCT
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Presentation Transcript
Diagnostic Image Analysis Group • Sjoerdkerkstra
Research 4DCT Retina Breast Lung Prostate
Research 4DCT Retina Breast Lung Prostate
CIRRUS DIAG
Digital infrastructure • Running pipelines for Prostate, Chest and 4DCT images coming from the hospital • ~ 60TB storage: • >15,000 multimodale prostate MRI scans • >70,000 chest CT scans • >200,000 chest X-rays • >300,000 mammograms • Processing done in • group cluster (~200 cores) • Outside office hours: hospital server farm (~1500 cores)