Tobias Czempiel
- 4D-OR: Semantic Scene Graphs for OR Domain Modeling
2022/03/22 by Ege Özsoy, Özsoy, Ege, Evin Pınar Örnek +9 · 8 citations
Medicine · Computer Science · #Surgical Simulation and Training #Machine Learning in Healthcare #Artificial Intelligence in Healthcare and Education
- Dynamic Scene Graph Representation for Surgical Video
2023/09/25 by Felix Holm, Holm, Felix, Ghazal Ghazaei +9 · 7 citations
Engineering · Medicine · #Anatomy and Medical Technology #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging #Surgical Simulation and Training
- LABRAD-OR: Lightweight Memory Scene Graphs for Accurate Bimodal Reasoning in Dynamic Operating Rooms
2023/03/23 by Ege Özsoy, Özsoy, Ege, Tobias Czempiel +7 · 3 citations
Medicine · #Surgical Simulation and Training
- Whether and When does Endoscopy Domain Pretraining Make Sense?
2023/03/30 by Dominik Batić, Batić, Dominik, Felix Holm +7 · 2 citations
Medicine · #Colorectal Cancer Screening and Detection #Helicobacter pylori-related gastroenterology studies #Esophageal Cancer Research and Treatment
- FlexR: Few-shot Classification with Language Embeddings for Structured Reporting of Chest X-rays
2022/03/29 by Matthias Keicher, Keicher, Matthias, Zaripova, Kamilia +8 · 1 citation
Medicine · Computer Science · #Radiomics and Machine Learning in Medical Imaging #Topic Modeling #Artificial Intelligence in Healthcare and Education
- Know your sensORs -- A Modality Study For Surgical Action Classification
2022/03/16 by Lennart Bastian, Tobias Czempiel, Bastian, Lennart +11 · 2 citations
Medicine · #Surgical Simulation and Training #Cardiac, Anesthesia and Surgical Outcomes