Constantin Seibold

CellViT: Vision Transformers for precise cell segmentation and classification

Fabian Hörst, Moritz Rempe, Lukas Heine et al. · Medical Image Analysis · 2024 · 230 citations · Full text

Every Annotation Counts: Multi-label Deep Supervision for Medical Image Segmentation

Simon Reis, Constantin Seibold, Alexander Freytag et al. · 2021 · 83 citations

Retinal Fluid Segmentation, Convolutional Neural Network, Medical Image Segmentation +21

Reference-Guided Pseudo-Label Generation for Medical Semantic Segmentation

Constantin Seibold, Simon Reiß, Jens Kleesiek et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2022 · 62 citations · Full text

Retinal Fluid Segmentation, Multiple Instance Learning, Engineering +21

<i>MedShapeNet</i> – a large-scale dataset of 3D medical shapes for computer vision

Jianning Li, Zongwei Zhou, Jiancheng Yang et al. · Biomedizinische Technik/Biomedical Engineering · 2024 · 25 citations · Full text

CT Angiography Clot Burden Score from Data Mining of Structured Reports for Pulmonary Embolism

Matthias A. Fink, Victoria Mayer, Thomas Schneider et al. · Radiology · 2021 · 22 citations