Rachel Sparks
- TorchIO: A Python library for efficient loading, preprocessing, augmentation and patch-based sampling of medical images in deep learning
2021/06/17 by Fernando Pérez‐García, Fernando Pérez-García, Rachel Sparks +1 · 27 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Advanced Neural Network Applications #Cell Image Analysis Techniques #Radiomics and Machine Learning in Medical Imaging
- SAR-RARP50: Segmentation of surgical instrumentation and Action Recognition on Robot-Assisted Radical Prostatectomy Challenge
2023/12/31 by Dimitrios Psychogyios, Emanuele Colleoni, Psychogyios, Dimitrios +97 · 13 citations
Engineering · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Imaging and Analysis #Surgical Simulation and Training
- Generative Medical Segmentation
2024/03/27 by Jiayu Huo, Huo, Jiayu, Xi Ouyang +5 · 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) #Machine Learning in Healthcare #electronic engineering #information engineering
- Motion-Boundary-Driven Unsupervised Surgical Instrument Segmentation in Low-Quality Optical Flow
2024/03/15 by Yang Liu, Peiran Wu, Liu, Yang +16 · 1 citation
Engineering · Medicine · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis #Retinal Imaging and Analysis #Surgical Simulation and Training
- DDSB: An Unsupervised and Training-free Method for Phase Detection in Echocardiography
2024/03/19 by Zhenyu Bu, Yang Liu, Bu, Zhenyu +17 · 1 citation
Engineering · Medicine · #Advanced MRI Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hemodynamic Monitoring and Therapy #Non-Invasive Vital Sign Monitoring