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Table 1 The 20 benchmark microarray datasets of different types and different species

From: MVIAeval: a web tool for comprehensively evaluating the performance of a new missing value imputation algorithm

GEO

Dataset

Size

Type

Organism

Title

GDS3323

[27]

45101x6

Non-time series

Mus musculus

Na+/H+ exchanger 3 deficiency effect on the colon

GDS3215

[28]

12625x6

Non-time series

Homo sapiens

13-cis retinoic acid effect on SEB-1 sebocyte cell line

GDS3485

[29]

45011x6

Non-time series

Mus musculus

Zinc transporter SLC39A13 deficiency effect on chondrocytes

GDS3476

[30]

45011x6

Non-time series

Mus musculus

NF-E2-related factor 2 Nrf2 activation effect on the liver

GDS3197

[31]

45101x6

Non-time series

Mus musculus

Transcriptional coactivator PGC-1beta hypomorphic mutation effect on the liver

GDS3149

[32]

45101x6

Non-time series

Mus musculus

Suppressor of cytokine signaling 3 deficiency effect on the regenerating liver

GDS2107

[33]

15923x6

Non-time series

Rattus

norvegicus

Long-term ethanol consumption effect on pancreas

GDS3464

[34]

15617x6

Non-time series

Danio rerio

SPT5 mutant embryos

GDS3426

[35]

23015x6

Non-time series

Staphylococcus

epidermidis

Staphylococcus epidermidis SarZ mutant

GDS3421

[36]

10208x6

Non-time series

Escherichia

coli

Frag1 cells response to ionic and non-ionic hyperosmotic stress

GDS3360

[37]

22575x8

Time

series

Homo sapiens

Chlamydia pneumoniae infection effect on HL epithelial cells: time course

GDS2863

[38]

31099x6

Time

series

Rattus

norvegicus

Tienilic acid effect on the liver: time course

GDS5057

[39]

34760x8

Time

series

Mus musculus

Mepenzolate bromide effect on lung: time course

GDS5055

[40]

45307x10

Time

series

Mus musculus

Histone demethylase KDM1A deficiency effect on 3 T3-L1 preadipocytes: time course

GDS3428

[41]

22283x9

Time

series

Homo sapiens

Immature dendritic cell response to butanol fraction of Echinacea purpurea: time course

GDS4484

[42]

45101x8

Time

series

Mus musculus

Cerebellar neuronal cell response to thyroid hormone: time course

GDS3785

[43]

17589x8

Time

series

Homo sapiens

Osteoarthritic chondrocytes and healthy mesenchymal stem cell during chondrogenic differentiation: time course

GDS3930

[44]

8799x9

Time

series

Rattus

norvegicus

Bone morphogenic protein effect on cultured sympathetic neurons: time course

GDS4321

[45]

10208x8

Time

series

Escherichia

coli

Escherichia coli O157:H7 response to cinnamaldehyde: time course

GDS3032

[46]

22277x8

Time series

Homo sapiens

Quercetin effect on intestinal cell differentiation in vitro: time course