Accelerating DNA-PAINT imaging with a deep neural network

(RawFrames_P5-IS_20pM.tif) Raw DNA-PAINT SMLM frames with isolated emitters taken on TOM20 labelled MNTB neuronal rat tissue with P5 imaging strand at 20 pM concentration. 

(Binned_HighDensity_30kpatches.tif and Binned_HighDensity_30kpatches.csv) Artificially summed high-density emitter patches with the corresponding emitter coordinates used for training the DeepSTORM neural network.  

(DeepSTORM_model_metadata.mat and DeepSTORM_model_weights_best.hdf5) The trained model metadata and weights used for all predicted images in the study.

(Figure 4_Large_super-resolution_image.png) The large super-resolution image in Figure 4 and Figure S4.

(High-density-frames_Images 1 - 5 .tif) Five high-density emitter raw frames for alpha-tubulin and TOM20 of 400 frames each.