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  1. No Access

    Article

    Transformers for colorectal cancer segmentation in CT imaging

    Most recently transformer models became the state of the art in various medical image segmentation tasks and challenges, outperforming most of the conventional deep learning approaches. Picking up on that tren...

    Georg Hille, Pavan Tummala, Lena Spitz… in International Journal of Computer Assisted… (2024)

  2. No Access

    Chapter and Conference Paper

    Automatic Lung Nodule Segmentation in CT Imaging using an Improved 3D-Res2Unet

    Lung cancer represents one of the most common and lethal types of cancerous pathologies and lung nodules are an early indicator for pulmonary cancer. Hence, a precise and reliable segmentation of lung nodules ...

    Pavan Tummala, Georg Hille, Sylvia Saalfeld in Bildverarbeitung für die Medizin 2023 (2023)

  3. No Access

    Article

    Small and Potentially Resectable Focal Pancreatic Lesions Noted on CT/MRI Scans in Nonjaundiced Patients: Likelihood of Neoplasia and Utility of EUS

    Management of small and potentially resectable “mass” lesions encountered on CT/MRI scans in patients without obstructive jaundice (ObJ) is rather empirical since there is scant data on likelihood of neoplasm ...

    Naveen B. Krishna, Pavan Tummala… in Journal of Gastrointestinal Surgery (2012)