Mitosis Domain Generalization and Diabetic Retinopathy Analysis
Mitosis Domain Generalization and Diabetic Retinopathy Analysis [electronic resource] :
edited by Bin Sheng, Marc Aubreville.
- 1st ed. 2023.
- Cham Springer Nature Switzerland 2023
- IX, 242 p. 85 illus., 60 illus. in color. online resource.
This book constitutes two challenges that were held in conjunction with the 25th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2022, which took place in Singapore during September 18-22, 2022. The peer-reviewed 20 long and 5 short papers included in this volume stem from the following three biomedical image analysis challenges: Mitosis Domain Generalization Challenge (MIDOG 2022), Diabetic Retinopathy Analysis Challenge (CRAC 2022) The challenges share the need for developing and fairly evaluating algorithms that increase accuracy, reproducibility and efficiency of automated image analysis in clinically relevant applications.
9783031336584
Application software.
Computer and Information Systems Applications.
Computer Imaging, Vision, Pattern Recognition and Graphics.
Computer vision.
Computers.
Computing Milieux.
Image processing
Machine learning.
Machine Learning.
6
This book constitutes two challenges that were held in conjunction with the 25th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2022, which took place in Singapore during September 18-22, 2022. The peer-reviewed 20 long and 5 short papers included in this volume stem from the following three biomedical image analysis challenges: Mitosis Domain Generalization Challenge (MIDOG 2022), Diabetic Retinopathy Analysis Challenge (CRAC 2022) The challenges share the need for developing and fairly evaluating algorithms that increase accuracy, reproducibility and efficiency of automated image analysis in clinically relevant applications.
9783031336584
Application software.
Computer and Information Systems Applications.
Computer Imaging, Vision, Pattern Recognition and Graphics.
Computer vision.
Computers.
Computing Milieux.
Image processing
Machine learning.
Machine Learning.
6