@ IKIM
DE University Medicine Essen — Institute for Artificial Intelligence in Medicine

Projects

AI-guided Therapies AI-guided Therapies The group brings machine learning into the operating room, from medical data processing to Mixed Reality. Its own list of paper-backed projects lives on the group's subsite. smartXR Lab smartXR Lab The smartXR Lab equips the group's research for patient care, from structured-light 3D scanners and mixed reality headsets to tracking systems, ultrasound and practice phantoms. AutoImplant AutoImplant Cranioplasty is the surgical process where a skull defect, caused by a brain tumor surgery or trauma, is repaired using a cranial implant, which must fit precisely against the … CellViT CellViT CellViT is a Vision Transformer, for automated instance segmentation of cell nuclei in H&E-stained tissue images, achieving state-of-the-art performance on the challenging PanNuke … Chest X-Ray Anatomy Segmentation Chest X-Ray Anatomy Segmentation Chest X-Ray Anatomy Segmentation provides a way to generate fine-grained segmentations and extract understandable features of Chest X-Rays. … enFaced enFaced Developing a Head Mounted Display Augmented Reality tool for Maxillofacial surgery guidance. Improving spatial awareness by real time alignment of virtual scans and real world … FHIRPACK FHIRPACK FHIRPACK (FHIR Python Analysis Conversion Kit) is a general purpose package that simplifies the access, analysis and representation of FHIR and EHR data. … Full Body Anatomy Segmentation Full Body Anatomy Segmentation We present a method to create automated anatomy segmentation datasets using nnU-Net-based labeling and refinement, yielding a comprehensive CT scan dataset with voxel-level labels … German DeBERTa German DeBERTa We released state-of-the-art German language models developed in a joint effort between the University of Florida, NVIDIA, and IKIM. The models range in size from 122M to 750M … INSIDE:INSIGHT INSIDE:INSIGHT INSIDE:INSIGHT is a Doctoral Network funded by the Horizon Europe programme of the EU. It is composed of 12 partners across Europe, Canada and New-Zealand and includes leading … k-Radiomics k-Radiomics The k-Radiomics project aims to improve diagnosis and treatment for patients by using MRI raw data. KI Translation Essen (KITE) KI Translation Essen (KITE) KITE is a modern research infrastructure for the translation of artificial intelligence (AI) applications to the point-of-care (PoC). This project is funded by the European Union … KIADEKU KIADEKU Personalized, evidence-based nursing care: Pressure ulcer management supported by AI. MedShapeNet MedShapeNet A collection of over 100,000 medical shapes (bones, organs, vessels, muscles and surgical instruments), derived from real-world data and reachable through a dataset browser and a … Open Medical Inference (OMI) Open Medical Inference (OMI) OMI serves as a gateway to remote AI services, connecting hospitals to AI models through open protocols. RACOON RACOON RACOON: Building a nationwide radiological infrastructure for collaborative imaging research