Micha Pfeiffer

1. Generating large labeled data sets for laparoscopic image processing\n tasks using unpaired image-to-image translation
   2019/07/05 by Micha Pfeiffer, Isabel Funke, Pfeiffer, Micha +26 · 3 citations
   Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
2. An objective comparison of methods for augmented reality in laparoscopic liver resection by preoperative-to-intraoperative image fusion
   2024/01/28 by Sharib Ali, Ali, Sharib, Yamid Espinel +37 · 4 citations
   Medicine · Computer Science · #Surgical Simulation and Training #Augmented Reality Applications
3. Long-Term Temporally Consistent Unpaired Video Translation from\n Simulated Surgical 3D Data
   2021/03/31 by Dominik Rivoir, Rivoir, Dominik, Micha Pfeiffer +11 · 2 citations
   Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Vision and Imaging #Multimodal Machine Learning Applications
4. Data Augmentation for Surgical Scene Segmentation with Anatomy-Aware Diffusion Models
   2024/10/10 by Danush Kumar Venkatesh, Dominik Rivoir, Venkatesh, Danush Kumar +7 · 4 citations
   Computer Science · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Learning Soft Tissue Behavior of Organs for Surgical Navigation with\n Convolutional Neural Networks
   2019/03/26 by Micha Pfeiffer, Pfeiffer, Micha, Carina Riediger +5 · 1 citation
   Computer Science · Engineering · #3D Shape Modeling and Analysis #FOS: Computer and information sciences #Graphics (cs.GR) #Medical Image Segmentation Techniques #Medical Imaging and Analysis #Robotics and Sensor-Based Localization
6. Exploring Semantic Consistency in Unpaired Image Translation to Generate Data for Surgical Applications
   2023/09/06 by Danush Kumar Venkatesh, Venkatesh, Danush Kumar, Rivoir, Dominik +10 · 2 citations
   Computer Science · Medicine · #Multimodal Machine Learning Applications #AI in cancer detection #Radiomics and Machine Learning in Medical Imaging