tio-ikim's Projects
CellViT: Vision Transformers for Precise Cell Segmentation and Classification
k-strip: A novel segmentation algorithm in k-space for the application of skull stripping
LeanStudyHost: A minimalist software solution to manage medical image based studies
Course materials of WS 2022/2023 Uni-DuE Seminar "ML in Medicine - Theory & Practice"
Submission Code for "Deep Learning-driven classification of external DICOM studies for PACS archivation"
PathoPatcher is a Python project designed for accelerating Whole Slide Image Preprocessing, employing AI-based preprocessing techniques with features like annotation handling, color normalization, and configurable parameters
Lightweight anonymization tool for Siemens twix MRI dataformat (.dat)
Valuing Vicinity: Memory attention framework for context-based semantic segmentation in histopathology