Seibold, Constantin
- CellViT: Vision Transformers for Precise Cell Segmentation and Classification
2023/06/27 by Fabian Hörst, Moritz Rempe, Hörst, Fabian +19 · 30 citations
Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- MedShapeNet -- A Large-Scale Dataset of 3D Medical Shapes for Computer Vision
2023/08/30 by Li, Jianning, Zhou, Zongwei, Yang, Jiancheng +154 · 7 citations
#68T01 #Computer Vision and Pattern Recognition (cs.CV) #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Accurate Fine-Grained Segmentation of Human Anatomy in Radiographs via Volumetric Pseudo-Labeling
2023/06/01 by Constantin Seibold, Alexander Jaus, Seibold, Constantin +14 · 5 citations
Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #I.4.6 #I.4.7 #I.4.8 #Image and Video Processing (eess.IV) #Lung Cancer Diagnosis and Treatment #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications #electronic engineering #information engineering
- Detailed Annotations of Chest X-Rays via CT Projection for Report Understanding
2022/10/07 by Constantin Seibold, Simon Reiß, Seibold, Constantin +17 · 3 citations
Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.4.6 #I.4.8 #I.4.9 #Multimodal Machine Learning Applications #Radiomics and Machine Learning in Medical Imaging #Topic Modeling
- Anatomy-guided Pathology Segmentation
2024/07/08 by Jaus, Alexander, Seibold, Constantin, Reiß, Simon +7 · 5 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Let's Play for Action: Recognizing Activities of Daily Living by\n Learning from Life Simulation Video Games
2021/07/12 by Alina Roitberg, Roitberg, Alina, David Schneider +9 · 2 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimedia (cs.MM) #Robotics (cs.RO) #Technology Use by Older Adults
- Towards Unifying Anatomy Segmentation: Automated Generation of a Full-body CT Dataset via Knowledge Aggregation and Anatomical Guidelines
2023/07/25 by Alexander Jaus, Constantin Seibold, Jaus, Alexander +13 · 2 citations
Computer Science · Engineering · Medicine · #AI in cancer detection #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging and Analysis #electronic engineering #information engineering
- A Comparative Analysis of Decision-Level Fusion for Multimodal Driver Behaviour Understanding
2022/04/10 by Roitberg, Alina, Peng, Kunyu, Marinov, Zdravko +3 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Hierarchical Nearest Neighbor Graph Embedding for Efficient Dimensionality Reduction
2022/03/24 by M. Saquib Sarfraz, Marios Koulakis, Sarfraz, M. Saquib +5 · 1 citation
Computer Science · #Advanced Clustering Algorithms Research #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Face and Expression Recognition #Graphics (cs.GR) #Machine Learning and Data Classification
- De-Identification of Medical Imaging Data: A Comprehensive Tool for Ensuring Patient Privacy
2024/10/16 by Moritz Rempe, Rempe, Moritz, Lukas Heine +7 · 2 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Privacy-Preserving Technologies in Data #electronic engineering #information engineering
- Autopet III challenge: Incorporating anatomical knowledge into nnUNet for lesion segmentation in PET/CT
2024/09/18 by Hamza Kalisch, Fabian Hörst, Kalisch, Hamza +7 · 2 citations
Engineering · Medicine · #Advanced X-ray and CT Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Every Component Counts: Rethinking the Measure of Success for Medical Semantic Segmentation in Multi-Instance Segmentation Tasks
2024/10/24 by Jaus, Alexander, Seibold, Constantin, Reiß, Simon +6 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences