Mitosis Domain Generalization and Diabetic Retinopathy Analysis

Beschreibung

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.

Autor*in

Bin Sheng

Themen in »Mitosis Domain Generalization and Diabetic Retinopathy Analysis«

anomaly localization artificial intelligence computer vision data challenge image quality assessment grading mitotic figure diabetic retinopathy machine learning neural networks object detection pattern recognition signal processing tumor diagnosis and mitosis detection

Stimmen zu »Mitosis Domain Generalization and Diabetic Retinopathy Analysis«

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