1 | ExtractDB(x)
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x |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 | ##---- Should be DIRECTLY executable !! ----
##-- ==> Define data, use random,
##-- or do help(data=index) for the standard data sets.
## The function is currently defined as
function (x)
{
tbl(SLAS2, "Per_Cell") %>% left_join(tbl(SLAS2, "Per_Image")) %>%
select(Img_N = ImageNumber, Experiment = Image_Metadata_Experiment,
Img_Nuclei_N = Image_Count_Nuclei, Cell_Type = Image_Metadata_Cell,
Treatment = Image_Metadata_Treatment, Replicate = Image_Metadata_Replicate,
Well = Image_Metadata_Well, Cell_N = Cell_Number_Object_Number,
Cell_VEC_MeanI = Cell_Intensity_MeanIntensity_VECOrig) %>%
collect() %>% cbind(tbl(SLAS2, "Cell_ActCl") %>% select(Cell_Act_Cl = class) %>%
collect()) %>% cbind(tbl(SLAS2, "Per_CellJunctArea") %>%
select(Junct_VEC_MeanI = CellJunctArea_Intensity_MeanIntensity_VECOrig) %>%
collect()) %>% cbind(tbl(SLAS2, "Per_CellsObj") %>% select(Cell_NCheck = CellsObj_Number_Object_Number,
Cell_Area = CellsObj_AreaShape_Area, Cell_Perim = CellsObj_AreaShape_Perimeter,
Cell_MaxL = CellsObj_AreaShape_MajorAxisLength, Cell_MinL = CellsObj_AreaShape_MinorAxisLength,
Cell_Orientation = CellsObj_AreaShape_Orientation, Cell_Neighbour_N = CellsObj_Neighbors_NumberOfNeighbors_Expanded,
Cell_1st_Nb_Dist = CellsObj_Neighbors_FirstClosestDistance_Expanded,
Cell_2nd_Nb_Dist = CellsObj_Neighbors_SecondClosestDistance_Expanded,
Perc_Touch = ) %>% collect()) %>% cbind(tbl(SLAS2, "Per_Nuclei") %>%
select(Nu_X = Nuclei_Location_Center_X, Nu_Y = Nuclei_Location_Center_Y,
DNA_IntI = Nuclei_Intensity_IntegratedIntensity_Nuclei,
Nu_Clustering = Nuclei_Neighbors_NumberOfNeighbors_20,
Nu_1st_Nb_Dist = Nuclei_Neighbors_FirstClosestDistance_20,
Nu_2nd_Nb_Dist = Nuclei_Neighbors_SecondClosestDistance_20,
Nu_Area = Nuclei_AreaShape_Area) %>% collect()) %>%
cbind(tbl(SLAS2, "Per_NDotsCy") %>% select(Cy_NCH_IntI = NDotsCy_Intensity_IntegratedIntensity_NOTCH) %>%
collect()) %>% cbind(tbl(SLAS2, "Per_NDotsNu") %>%
select(Nu_NCH_IntI = NDotsNu_Intensity_IntegratedIntensity_NOTCH) %>%
collect()) %>% cbind(tbl(SLAS2, "Per_CellsObj") %>% select(Stb_J_N = CellsObj_Children_Stb_Count,
Lin_J_N = CellsObj_Children_Lin_Count, Jag_J_N = CellsObj_Children_Jag_Count,
NaJ_J_N = CellsObj_Children_NaJ_Count) %>% collect())
}
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