CoNIC Challenge: Pushing the frontiers of nuclear detection, segmentation, classification and counting.
Simon GrahamQuoc Dang VuMostafa JahanifarMartin WeigertUwe SchmidtWenhua ZhangJun ZhangSen YangJinxi XiangXiyue WangJosef Lorenz RumbergerElias BaumannPeter HirschLihao LiuChenyang HongAngelica I. Avilés-RiveroAyushi JainHeeyoung AhnYiyu HongHussam AzzuniMin XuMohammad YaqubMarie-Claire BlacheBenoît PiéguBertrand VernayTim ScherrMoritz BöhlandKatharina LöfflerJiachen LiWeiqin YingChixin WangDavid R. J. SneadShan-E-Ahmed RazaFayyaz MinhasNasir M. RajpootPublished in: Medical Image Anal. (2024)
Keyphrases
- features extraction
- image segmentation
- pattern recognition
- neyman pearson
- classification accuracy
- page segmentation
- sign recognition
- multiscale
- support vector
- statistical classification
- discriminative classifiers
- feature extraction and classification
- false positives
- segmentation algorithm
- support vector machine svm
- image classification
- model selection
- feature set
- reliable detection
- object detection
- detection method
- class labels
- image analysis
- segmentation method
- classification algorithm
- classification method
- straight line
- feature space
- cell segmentation
- detection algorithm
- lung nodules
- low signal to noise ratio
- region growing
- computer vision
- supervised learning
- knn
- feature vectors
- training set
- image processing