Titlebook: ISBI 2019 C-NMC Challenge: Classification in Cancer Cell Imaging; Select Proceedings Anubha Gupta,Ritu Gupta Conference proceedings 2019 Sp

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Lecture Notes in Bioengineeringhttp://image.papertrans.cn/i/image/460348.jpg

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ISBI Challenge 2019: Convolution Neural Networks for B-ALL Cell Classification,ed our solution with pretrained MobileNetV2 architecture as base classifier. Also, we employ transfer learning as the amount of labeled data is limited and ensemble the trained base classifier variants to reduce the generalization error on prospective data. With our final solution we secured second place in the challenge with F1 score of 0.8947.

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