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Results of IMC-Denoise: a content aware pipeline to enhance Imaging Mass Cytometry

Authors: Lu, Peng; Oetjen, Karolyn;

Results of IMC-Denoise: a content aware pipeline to enhance Imaging Mass Cytometry

Abstract

Generated training sets: training_set_supp_table6.zip training_set_supp_table7.zip training_set_supp_table8.zip training_set_supp_table9.zip training_set_supp_table10.zip training_set_supp_table11.zip Trained weights of experimental data: training_result_supp_table7.zip training_result_supp_table8.zip training_result_supp_table9.zip training_result_supp_table10.zip training_result_supp_table11.zip Simulation results: Simulation_results.zip Experimental results: Human_bone_marrow_IMC_denoising_results.zip Human_breast_cancer_IMC_denoising_results.zip Human_pancreatic_cancer_IMC_denoising_results.zip MIBI_denoising_results.zip Ilastik-processed or manual-labeled results: DIMR_Ilastik_results.zip background_removal_results.zip manual_annotated_public_datasets.zip Extracted single cell data and the corresponding phenotyping results: single_cell_analysis.zip

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    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
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    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average