Cell-level dataset of RxRx1-Wilds, for the paper "Incorporating Knowledge of Plates in Batch Normalization Improves Generalization of Deep Learning for Microscopy Images" by Alex Lin and Alex Lu. Th

NIAID Data Ecosystem50

Z. Xu, H. Ogawa, P. Vagnarelli, J.H. Bergmann, D.F. Hudson, S. Ruchard, T. Fukagawa, W.C. Earnshaw, K. Samejima (2011) CIL:12165, Gallus gallus gallus, memory B cell. CIL. Dataset

细胞生物学

显微镜图像分析

Cell of the DT40 chicken B lymphocyte line at mitosis. Z-series of widefield immunofluorescence images captured using a 100x/1.4NA planapo objective lens on a Deltavision system and deconvolved with

cildata.crbs.ucsd.edu20

Photomicrographs of representative mineralogy from the Nankai subduction zone...

俯冲带矿物学

显微镜图像分析

Photomicrographs of representative mineralogy are here presented for each unit defined in our study. Unit A is dominated by quartz and feldspar whereas clay minerals,...

B2FIND70

Focus alignment prior to training of the algorithm improves the F1-scorea.

显微镜图像分析

焦点检测算法优化

aParameter combinations for the detection algorithm were optimised for all images in a given dataset (‘Training Set’). The F1-scores when the parameter combinations were applied to the same or other m

Figshare2015-12-02 更新20

Noise2Fast, Figure 5 Source Data

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