All functions

buildMappingBasedMarkerPanel()

Greedy algorithm for building marker gene panel

buildPanel_oneCluster()

Build panel for one cluster (beta)

buildQualityTable()

Correct mapping at different tree heights

buildTreeFromGenePanel()

Build and plot dendrogram from gene panel

cellToClusterMapping_byCor()

Return top mapped correlation-based cluster and confidence

cellToClusterMapping_byRank()

Cell-based cluster mapping

corTreeMapping()

Correlation-based cluster mapping

corTreeMapping_withFilter()

Correlation between nodes and leafs (deprecated)

distTreeMapping()

(Euclidean) distance mapping

filterByClass()

Filter by meta-data

filterCells()

Filter (subset) fishScaleAndMap object

filterPanelGenes()

Filter genes for spatial transcriptomics panel

fishScaleAndMap()

Scale mFISH data and map to RNA-seq reference

fractionCorrectPerNode()

Fraction of correct calls per node

fractionCorrectWithGenes()

Fraction of cells correctly assigned

generateMultipleCellReferenceSet()

Generate reference set of pseudo-cells

getBetaScore()

Get binary (aka beta) score

getBranchList()

Branch list

getConfusionMatrix()

Confusion matrix

getDend()

Build a dendrogram from gene panel

getNodeHeight()

Get node height

getTopMatch()

Get top leaf match

get_subtree_label()

Gets subtree labels for lca function.

labelDend()

Label dendrogram nodes

layerFraction()

Layer weights per cell

layerScale()

Fraction of cells per layer

lca()

Get lowest common ancestor (defined cluster pairs)

leafToNodeMedians()

Return mean node expression

makeLCAtable()

Get lowest common ancestor (all cluster pairs in tree)

map_dend()

Tree-based mapping

mergeFish()

Merge two fishScaleAndMap objects

mfishtools-package mfishtools

mfishtools: Building Gene Sets and Mapping mFISH Data.

outputTopConfused()

Table of confused clusters

plotConfusionVsConfidence()

Confusion plot vs. confidence

plotCorrectWithGenes()

Plot fraction correct

plotDistributions()

Plot distributions

plotHeatmap()

Plot heatmap

plotNodes()

Plot dendrogram

plotTsne()

Plot TSNE

possibleClustersByPriors()

Filter possible cluster calls using priors

quantileTruncate()

Quantile normalize, truncate, and scale

resolve_cl()

Tree-based mapping (internal)

rfTreeMapping()

Tree-based mapping

rotateXY()

Rotate coordinates

rowMedians()

Calculate row medians

smartLayerAllocation()

Layer weights per cell

subsampleCells()

Subsample cells

summarizeMatrix()

Summarize matrix

update_mfishtools()

Update the mfishtools library