gsm
string
gse
string
published_gse
string
source_pipeline
string
source_release
string
platform
string
technology
string
organism
string
tissue
string
observation_unit
string
n_obs
int64
n_vars
int64
expression_state
string
verification
string
expression_sha256
string
coordinate_units
string
um_basis
string
um_per_unit
float64
has_spatial_um
bool
has_image
bool
image_stain
string
image_stain_basis
string
image_um_per_px
float64
image_registration
string
image_sha256
string
segmentation
string
molecules
string
molecules_use
string
flags
string
qc_flags
string
drop_features
string
review_decision
string
review_category
string
review_notes
string
content_group
string
group_kind
string
aliases
string
split
string
sample_dir
string
GSM8016276
GSE253199+GSE253200
GSE253199
hesrt
hesrt-v1.3
Visium
10x Genomics Visium
Homo sapiens
Infrapatellar Fat Pad
spot
2,200
18,085
counts
human_visual_review
5a3130d22d9dc15f7630d9c158fd6994af7aa30e773d4677e36eaac36fe06800
pixel
platform_constant
5.13979
true
true
H&E
HESRT human review
5.13979
HESRT_HUMAN_REVIEW
85e6fc6c80095226052b30931cefc5875a00a118f2e8e877086ee1d5a914bcec
GSM8016276
train
samples/GSE253199/GSM8016276
GSM8016277
GSE253199+GSE253200
GSE253199
hesrt
hesrt-v1.3
Visium
10x Genomics Visium
Homo sapiens
Infrapatellar Fat Pad
spot
3,163
18,085
counts
human_visual_review
4edc088f99372683b26258723afaab50cfc70b2db0518cbd885638a6d41deb26
pixel
platform_constant
6.337452
true
true
H&E
HESRT human review
6.337452
HESRT_HUMAN_REVIEW
4ec2dc51abed447d8ba95baa5dc7a916af901c7f36e64a6f12637dcfb7cd67f9
GSM8016277
train
samples/GSE253199/GSM8016277
GSM8016278
GSE253199+GSE253200
GSE253199
hesrt
hesrt-v1.3
Visium
10x Genomics Visium
Homo sapiens
Infrapatellar Fat Pad
spot
3,085
18,085
counts
human_visual_review
2593dbf4d87bd9ed2d501d0d94b6a1a9c1e11dc93046dea74983ca2bcc99de3c
pixel
platform_constant
5.157214
true
true
H&E
HESRT human review
5.157214
HESRT_HUMAN_REVIEW
a1645890df6513a60a7eaec7dfbc66b82432542003e8ca5bee3ffa7b9c51ebef
GSM8016278
train
samples/GSE253199/GSM8016278
GSM8016279
GSE253199+GSE253200
GSE253199
hesrt
hesrt-v1.3
Visium
10x Genomics Visium
Homo sapiens
Infrapatellar Fat Pad
spot
2,996
18,085
counts
human_visual_review
b2529a9e299cb1edbd02de8f5bf9d8728c666df559cf39df911fe5ebbc1a740b
pixel
platform_constant
5.731737
true
true
H&E
HESRT human review
5.731737
HESRT_HUMAN_REVIEW
3898e4602ed5704cf0a2077161b3481fe36ad5563586edcef9cba9f331a49fd9
GSM8016279
train
samples/GSE253199/GSM8016279
GSM8016280
GSE253199+GSE253200
GSE253199
hesrt
hesrt-v1.3
Visium
10x Genomics Visium
Homo sapiens
Infrapatellar Fat Pad
spot
2,058
18,085
counts
human_visual_review
a6772003fa2bbcf9ebef32423afbbeee0dd3d45482d56918fb51a1ec28137834
pixel
platform_constant
5.143046
true
true
H&E
HESRT human review
5.143046
HESRT_HUMAN_REVIEW
728736229e06e212f28d990b21d26974782cd20e38e52aa1a12d43feb383f607
GSM8016280
train
samples/GSE253199/GSM8016280
GSM8016281
GSE253199+GSE253200
GSE253199
hesrt
hesrt-v1.3
Visium
10x Genomics Visium
Homo sapiens
Infrapatellar Fat Pad
spot
3,855
18,085
counts
human_visual_review
fa4a32cdfae668caa057741405e9ee368b9a92381ef9fde591f21afb100d9066
pixel
platform_constant
4.956349
true
true
H&E
HESRT human review
4.956349
HESRT_HUMAN_REVIEW
12c78d313ff7338c5d246da52412440761a04565190055fb03186510e14b0f47
GSM8016281
train
samples/GSE253199/GSM8016281
GSM8016282
GSE253199+GSE253200
GSE253199
hesrt
hesrt-v1.3
Visium
10x Genomics Visium
Homo sapiens
Infrapatellar Fat Pad
spot
2,341
18,085
counts
human_visual_review
d3140e26fb8909c13a682735a820abf8e92ba0322738be6d0985ade61ec9a8d4
pixel
platform_constant
4.387389
true
true
H&E
HESRT human review
4.387389
HESRT_HUMAN_REVIEW
59c3814727838e59cb7373b4180b641daa43ad8adf1494dab8376995feaed030
GSM8016282
train
samples/GSE253199/GSM8016282
GSM8016283
GSE253199+GSE253200
GSE253199
hesrt
hesrt-v1.3
Visium
10x Genomics Visium
Homo sapiens
Infrapatellar Fat Pad
spot
3,034
18,085
counts
human_visual_review
0c908a7e2fc007cf5be6eaeb91299dbfffe556afbbac9733adf4b3573e5f6654
pixel
platform_constant
5.142652
true
true
H&E
HESRT human review
5.142652
HESRT_HUMAN_REVIEW
e3784a6eccfc1cfa42e1736beff5554c73384e5a970c80c38de26896dbe8957b
GSM8016283
train
samples/GSE253199/GSM8016283
GSM8019441
GSE253378
GSE253378
hesrt
hesrt-v1.3
Visium
10x Genomics Visium
Mus musculus
Normal Lung
spot
2,808
68,886
counts
human_visual_review
c64baca857a93bc2185c45a03f863fc65d466a8718950647dbde21ccb641c5ce
pixel
platform_constant
0.724638
true
true
H&E
HESRT human review
0.724638
HESRT_HUMAN_REVIEW
5d74e4e414b9b290378ab577daf9d2f315e400d1b05be65e3536a2b400100501
GSM8019441
train
samples/GSE253378/GSM8019441
GSM8019442
GSE253378
GSE253378
hesrt
hesrt-v1.3
Visium
10x Genomics Visium
Mus musculus
Lung Fibrosis
spot
3,421
68,886
counts
human_visual_review
63aa8b09a451a077a4d74dbb7433acc06b7ed9f7367e2338792fb6a8b29476da
pixel
platform_constant
0.724638
true
true
H&E
HESRT human review
0.724638
HESRT_HUMAN_REVIEW
d92d6ccb00a89720a70fd2c146d792627919df3526964c6af041d6b69bc11da1
GSM8019442
train
samples/GSE253378/GSM8019442
GSM8019443
GSE253378
GSE253378
hesrt
hesrt-v1.3
Visium
10x Genomics Visium
Homo sapiens; Mus musculus
Lung Fibrosis Treated with hMSCs
spot
2,916
68,886
counts
human_visual_review
dc53c8175e078ff63611de2629e62ad28b5bcfe75bad7aa572e5e9ed39d7cb84
pixel
platform_constant
0.724638
true
true
H&E
HESRT human review
0.724638
HESRT_HUMAN_REVIEW
0068fc53604fe9501b636f4fd0ef6005d9a04962825d39fbaf3a3f4f993ab514
GSM8019443
train
samples/GSE253378/GSM8019443
GSM8019444
GSE253378
GSE253378
hesrt
hesrt-v1.3
Visium
10x Genomics Visium
Mus musculus
Lung Fibrosis
spot
3,739
68,886
counts
human_visual_review
edae8d3f98169d7b8c9acb377ae35d7ca65f69f8b11832fdf7d10cdec81cc760
pixel
platform_constant
0.507614
true
true
H&E
HESRT human review
0.507614
HESRT_HUMAN_REVIEW
755a77aeddca0f8bfd42546c326691eba424e6dc8affa57a35a5d3025e3bd093
GSM8019444
train
samples/GSE253378/GSM8019444
GSM8019445
GSE253378
GSE253378
hesrt
hesrt-v1.3
Visium
10x Genomics Visium
Homo sapiens; Mus musculus
Lung Fibrosis Treated with hMSCs
spot
3,208
68,886
counts
human_visual_review
563de555753c6f3c57730dfcd56b1f976a425bb466e4a73ff1572e4aab300894
pixel
platform_constant
0.507614
true
true
H&E
HESRT human review
0.507614
HESRT_HUMAN_REVIEW
4b3963869d41bb961dd4927ad7f3443a7ace9ea1d6abbeedddbe0d743faf0dea
GSM8019445
train
samples/GSE253378/GSM8019445
GSM8020616
GSE253428
GSE253428
sda-all
sda-all-gap-20261009
Visium
Visium
Mus musculus
brain-G422TN-GBM
spot
2,807
31,432
counts
VERIFIED
9900bd7fcb49f165345626a269833f37f14de94b7c4fdb4152ba6cb6b838823c
um
verified
1
false
true
H&E-like (heuristic)
pixels
3.360657
VERIFIED
21d7bfd73adff36670b5954cdfb1e3e216d4d8d9f290bc486b3e4043a49d4a95
ABSENT
ABSENT
PASS
GSM8020616
train
samples/GSE253428/GSM8020616
GSM8020736
GSE253439
GSE253439
sda-all
sda-all-v1.3.0
CosMx
CosMx
Homo sapiens
Three biopsies with minimal change disease
cell
55,061
979
counts
VERIFIED
2267e25364ee4a5c1359bd49fb64cff2163b2e142cc241c140ee3b2355d3f95a
pixel
unresolved
null
false
false
null
ABSENT
VERIFIED
VERIFIED
GSM8020736
train
samples/GSE253439/GSM8020736
GSM8020737
GSE253439
GSE253439
sda-all
sda-all-v1.3.0
CosMx
CosMx
Homo sapiens
Three biopsies with IgA nephropathy
cell
68,118
979
counts
VERIFIED
c76fa658e87c11908f6bbf60852feaa246456fb7920cf64c3f4aae9a12db263f
pixel
unresolved
null
false
false
null
ABSENT
VERIFIED
VERIFIED
GSM8020737
train
samples/GSE253439/GSM8020737
GSM8020738
GSE253439
GSE253439
sda-all
sda-all-v1.3.0
CosMx
CosMx
Homo sapiens
Three biopsies with IgA nephropathy
cell
60,170
979
counts
VERIFIED
fd83cdf6182b465955575a662be4ab533ff3646015439387b2c70e32f9a48e53
pixel
unresolved
null
false
false
null
ABSENT
VERIFIED
VERIFIED
GSM8020738
train
samples/GSE253439/GSM8020738
GSM8020739
GSE253439
GSE253439
sda-all
sda-all-v1.3.0
CosMx
CosMx
Homo sapiens
Four nephrectomy samples with advanced pyelonephritis
cell
65,971
979
counts
VERIFIED
946298ce05523097b4fbb96da76f929588f90c8c76a4a9cb65127d18bc79cff4
pixel
unresolved
null
false
false
null
ABSENT
VERIFIED
VERIFIED
GSM8020739
train
samples/GSE253439/GSM8020739
GSM8021238
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
2,458
980
counts
VERIFIED
b9affe1bc1bc5b815eaa03919c235d58bc1b358c2847932f8a7cadf631fe389e
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021238
train
samples/GSE253474/GSM8021238
GSM8021239
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
2,717
980
counts
VERIFIED
f56a13223d31d6c566bb381a847744458f745c9e7944ad9596c49df17a5f28ce
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021239
train
samples/GSE253474/GSM8021239
GSM8021240
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
749
980
counts
VERIFIED
bb87aa2988fc99ec70bda362d88869fc2e18a1171d9627b480902b6baa8b6b07
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021240
train
samples/GSE253474/GSM8021240
GSM8021241
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
602
980
counts
VERIFIED
45dcc952864dd85320312474757a9de6b110e2cd889217ba6206d98920dc6d25
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021241
train
samples/GSE253474/GSM8021241
GSM8021242
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
1,393
980
counts
VERIFIED
1dcaa77e8a2850ee19b5f0db04bb53278a23fdb6360cedbc7f79cf378663f71b
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021242
train
samples/GSE253474/GSM8021242
GSM8021243
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
1,759
980
counts
VERIFIED
2e6f6d1c2d3a3704a7df59c6e14936a62bf23c8b145bb196449ea1f205ab5474
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021243
train
samples/GSE253474/GSM8021243
GSM8021244
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
47
980
counts
VERIFIED
733879948d8d214efe22584ec0898e35c65019920754849f14dd512ca9f584ad
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
zero_count_observations
GSM8021244
train
samples/GSE253474/GSM8021244
GSM8021245
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
39
980
counts
VERIFIED
08d86cfe2ba095755eb653d3fcdc0c66a17cd0edf9968ef08dfed8959435d4e5
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
zero_count_observations
GSM8021245
train
samples/GSE253474/GSM8021245
GSM8021246
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
1,131
980
counts
VERIFIED
89bcbe684b1d1fd91f18b34a97006370684ab101338e51083dbe0b99b8e36ac7
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021246
train
samples/GSE253474/GSM8021246
GSM8021247
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
2,014
980
counts
VERIFIED
36445a5d62429dd3394badbf8ba6609763fce4edd160c485d5af236d4bedab21
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021247
train
samples/GSE253474/GSM8021247
GSM8021248
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
1,304
980
counts
VERIFIED
4d2d834536fcf7515ace8cfb639f2657f9f9c4f01a2f7c52ae9f150e8f84f420
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021248
train
samples/GSE253474/GSM8021248
GSM8021249
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
1,940
980
counts
VERIFIED
f1a6a467b2e0d1ba793d06dc4b05d2bb2cd45f086a534422a09b39e2d3de8db5
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021249
train
samples/GSE253474/GSM8021249
GSM8021250
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
1,051
980
counts
VERIFIED
d5c848e49cdc59a18b951d531ef188c1ae7899d729f3793caeb846d83eedbcec
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021250
train
samples/GSE253474/GSM8021250
GSM8021251
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
1,478
980
counts
VERIFIED
d3638eb4d6c7f3a4b9e18cfd161959bcecf36140fc9e5a515a1850f3d70ccc33
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021251
train
samples/GSE253474/GSM8021251
GSM8021252
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
916
980
counts
VERIFIED
57c9f77ba2d52e3ba8618da9fcfdc02c220b459c78c73296319455be3614e97a
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021252
train
samples/GSE253474/GSM8021252
GSM8021253
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
833
980
counts
VERIFIED
0df3a9e419bb4e78e2e2ec344bfcdff6e7eb258d8a1191fc9ee89f791f3dd78b
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021253
train
samples/GSE253474/GSM8021253
GSM8021254
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
2,440
980
counts
VERIFIED
702a366353e91e23601a9c0dd7d46312550c0bcb1efe71317851a8f13729b72c
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021254
train
samples/GSE253474/GSM8021254
GSM8021255
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
2,851
980
counts
VERIFIED
4391c1aa031f21f823b6cd59256b42aedd0a591fc7cae0d835982ff2a3d54989
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021255
train
samples/GSE253474/GSM8021255
GSM8021256
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
671
980
counts
VERIFIED
cc85656c899bc49f03b4e92cd384f86e643cc25e78262793bd29c107370dd187
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021256
train
samples/GSE253474/GSM8021256
GSM8021257
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
944
980
counts
VERIFIED
681db02dcf951fc2d3215e451d510a709795c62e2c23dd3836eafc0dc11e2b0b
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021257
train
samples/GSE253474/GSM8021257
GSM8021258
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
565
980
counts
VERIFIED
16ae1acab6d8b8ef1b631cec1309ea886669d779fb8551f74338780af8a45e2e
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021258
train
samples/GSE253474/GSM8021258
GSM8021259
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
1,232
980
counts
VERIFIED
de16327daa7e6e3e1aad423e04b798c189e5dd36c8bc452c3e564639a05ee9d3
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021259
train
samples/GSE253474/GSM8021259
GSM8021260
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
1,150
980
counts
VERIFIED
95eb203e2c5635d57b5fad1d2ba52078a5faa558d5d0e20656afc22ac4321787
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021260
train
samples/GSE253474/GSM8021260
GSM8021261
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
2,297
980
counts
VERIFIED
7f9265f23f0879f5cc6ce867302124f64f32c6fed386105fa87b54c81d7bf4cf
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021261
train
samples/GSE253474/GSM8021261
GSM8021262
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
799
980
counts
VERIFIED
1c3b0c35c6d9ab0e5dff69edcc7528b80c450c8afcb7823957ce4ba4cd191e2f
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021262
train
samples/GSE253474/GSM8021262
GSM8021263
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
1,134
980
counts
VERIFIED
bac4d9a5a7d07ab098726f8ac6b4714d27d8acbce081e3514057ef227702c383
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021263
train
samples/GSE253474/GSM8021263
GSM8021264
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
984
980
counts
VERIFIED
71ac0f38431b6a1d73c8c03f8418b351fa0a97ecb88a3a6ed9a93395514e6613
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021264
train
samples/GSE253474/GSM8021264
GSM8021265
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
1,018
980
counts
VERIFIED
e9f9d69bcd1bb4e8755b68d3523a55f74630fc237664daf19c58cedd1eb8f704
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021265
train
samples/GSE253474/GSM8021265
GSM8021266
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
1,268
980
counts
VERIFIED
5908fb6de9438b5e87fd7a7d035d21e9d3612264e66bee52d74032214e1ba045
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021266
train
samples/GSE253474/GSM8021266
GSM8021267
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
1,148
980
counts
VERIFIED
89701b0c6588a1df918f3bf66802e0c2867040e3abddeefb587aba9b9c89bfe2
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021267
train
samples/GSE253474/GSM8021267
GSM8021268
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
872
980
counts
VERIFIED
e20bfcd6cd374b7a08330d4cb17618a123a9c821e105f78bee56e6c074826fb8
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021268
train
samples/GSE253474/GSM8021268
GSM8021269
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
1,954
980
counts
VERIFIED
15115d2303ff5425a6ab99ff28b1c3b40a835d683338b7259f2e593f0dfbc980
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021269
train
samples/GSE253474/GSM8021269
GSM8021270
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
2,281
980
counts
VERIFIED
1dccac0c4b6c2e3f1347aca3acfbb4d879ac35386543d2ce465bebd3ab67be4a
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021270
train
samples/GSE253474/GSM8021270
GSM8021271
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
2,918
980
counts
VERIFIED
7ca4f6f8692640b2e343d0330303b16333e9b93d080ff8acd65d30aa8b9780ea
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021271
train
samples/GSE253474/GSM8021271
GSM8021272
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
673
980
counts
VERIFIED
0a701e04303d627c76371105f2137dc34d03413ab67d0b531949bef378d164ee
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021272
train
samples/GSE253474/GSM8021272
GSM8021273
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
744
980
counts
VERIFIED
9588bc90ec45d32aa828c64107194f6ecf6feb328d610fad7ac0337e17cd65c7
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021273
train
samples/GSE253474/GSM8021273
GSM8021274
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
1,308
980
counts
VERIFIED
ac25a10325675fe4219998c3f5ebec2abc169a79a1c581d1c86dbae1e1077fa8
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021274
train
samples/GSE253474/GSM8021274
GSM8021275
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
1,257
980
counts
VERIFIED
53ee889254ed911e94b16f1f0fb68d76e00d4a288e0319290a5d3b459f3747cd
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021275
train
samples/GSE253474/GSM8021275
GSM8021276
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
681
980
counts
VERIFIED
04009a6029ff0e4d103d2b1ac4048d1ac0db3c6137b7ec9e2181329dcb683d3b
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
zero_count_observations
GSM8021276
train
samples/GSE253474/GSM8021276
GSM8021277
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
1,040
980
counts
VERIFIED
304ee41faa111bb03894c7c261e109c130dcf00173703b6b5965232ec05124fb
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
zero_count_observations
GSM8021277
train
samples/GSE253474/GSM8021277
GSM8021278
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
782
980
counts
VERIFIED
14ac7decde7d0665b7d7a3e32d1ee535f59d6e5b326ce8dd0790e9a8c73a7c59
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021278
train
samples/GSE253474/GSM8021278
GSM8021279
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
2,343
980
counts
VERIFIED
d9f0b6a12b3bc311e44025fffe4350489e4aae5cf0c67fe405d6d08629823ed9
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021279
train
samples/GSE253474/GSM8021279
GSM8021280
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
1,127
980
counts
VERIFIED
cf664411edc7b53a9f98a316e12e58a6e5991c6aa5442bb08c678d0c88372314
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021280
train
samples/GSE253474/GSM8021280
GSM8021281
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
2,054
980
counts
VERIFIED
fdd4858882fb3e77d7d19212d9096677b93f1a103762b99d259c76389ff7ac50
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021281
train
samples/GSE253474/GSM8021281
GSM8021282
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
964
980
counts
VERIFIED
97ad32cf7b59580200ef36981730641049c500c3fa5876423a3cce8acf7575fb
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021282
train
samples/GSE253474/GSM8021282
GSM8021283
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
1,578
980
counts
VERIFIED
7d7876d8b18fae3e0ce5029599d4c1f306a902b67669a54167c49fd4bfac6f20
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021283
train
samples/GSE253474/GSM8021283
GSM8021284
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
780
980
counts
VERIFIED
3d8d1a1e89b850e22b2f47541e8234121db88265f5d93ca30490858d9bfbe352
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021284
train
samples/GSE253474/GSM8021284
GSM8021285
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
993
980
counts
VERIFIED
cc7839c47d76e19a675172a32ef5952cd07b4d2aae83241807c63736580da4e7
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021285
train
samples/GSE253474/GSM8021285
GSM8021286
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
2,361
980
counts
VERIFIED
a170d34610b6172d6bfa52f1e135b856564a4f5b24a4822afe993c4c12c352bb
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021286
train
samples/GSE253474/GSM8021286
GSM8021287
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
3,106
980
counts
VERIFIED
4f9cb303ef6cb4f79c988cb45c3d6a7e2bb49b387cfa05b0d85cc5f8fc07976c
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021287
train
samples/GSE253474/GSM8021287
GSM8021288
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
760
980
counts
VERIFIED
3fb4ce25a7079e0a69b87e91ba2afdff350a35c2f693159f38969dca0f3771cf
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021288
train
samples/GSE253474/GSM8021288
GSM8021289
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
924
980
counts
VERIFIED
3b6f5757a1021b5d994b816ec8c685590cdcaade49b36b9c282a0aada6fa4742
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021289
train
samples/GSE253474/GSM8021289
GSM8021290
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
608
980
counts
VERIFIED
f8ae3d2fc3d922eae0306ad2431e06dbedcb656ec019cc727b6a12cd77fee89d
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021290
train
samples/GSE253474/GSM8021290
GSM8021291
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
1,228
980
counts
VERIFIED
a9c012e47c0e9f85a6c6e31052f18bda0c3822b2d39f263a7b7fedf57c7579a1
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021291
train
samples/GSE253474/GSM8021291
GSM8021292
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
1,318
980
counts
VERIFIED
44b3223a8892e821b43d2f81f974452a1bc6f1af35ae8919a7a0ae90c034a946
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021292
train
samples/GSE253474/GSM8021292
GSM8021293
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
2,068
980
counts
VERIFIED
5c8e0b17e3a347d45abec219ea1987ea619b2e5e81034e8d931657631caaabfa
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021293
train
samples/GSE253474/GSM8021293
GSM8021294
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
882
980
counts
VERIFIED
c3b7f8c4ad2a949472f6f6d5c3d058b4943b653790cf3b950a5ee09dba66cede
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021294
train
samples/GSE253474/GSM8021294
GSM8021295
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
1,057
980
counts
VERIFIED
bae97e923dcd85bbf2da4a677ccd6f93337b00d3e285138690f54fd167f11c56
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021295
train
samples/GSE253474/GSM8021295
GSM8021296
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
1,160
980
counts
VERIFIED
5ad178c295e83568e25cade1c57fcd31d6f477c7b473ff6343c2af1c8c2e0732
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021296
train
samples/GSE253474/GSM8021296
GSM8021297
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
1,402
980
counts
VERIFIED
c575a5bf849ac586233fb4a83ab5b2aba4ff4feb25b130acaa0e90f3d76bc987
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021297
train
samples/GSE253474/GSM8021297
GSM8021298
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
1,645
980
counts
VERIFIED
180841c6328a11714b8b611b89e1d345e9939c343553ec7c0a25876ce74a676e
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021298
train
samples/GSE253474/GSM8021298
GSM8021299
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
613
980
counts
VERIFIED
8deffccada8cba543b770bedc94c6bc4427cf42713cad54811011138c7524ad3
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021299
train
samples/GSE253474/GSM8021299
GSM8021300
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
943
980
counts
VERIFIED
e502cebb468f7e977a6ad1c8641bd5568422fcb88fdff1c52433a3268b28d90b
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021300
train
samples/GSE253474/GSM8021300
GSM8021301
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
2,181
980
counts
VERIFIED
671c22f9029dcf95bd423f57b09d0a5c9f59b5456800f7396b057046aa09b020
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021301
train
samples/GSE253474/GSM8021301
GSM8021302
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
1,170
980
counts
VERIFIED
5a6460f95b2594bc9439952130a93e08d5c46625de0c2f8a37102ebbb6f64a1f
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021302
train
samples/GSE253474/GSM8021302
GSM8021303
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
1,256
980
counts
VERIFIED
cd5dcfe054d99ed386cdc8737431b5f974d565a7ce1d5e7aeb9abf2335348015
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021303
train
samples/GSE253474/GSM8021303
GSM8021304
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
437
980
counts
VERIFIED
6f941a99365dee088183987e8ebee557df9ee1eaf4d8d2ed66ca4f235b476ed4
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021304
train
samples/GSE253474/GSM8021304
GSM8021305
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
436
980
counts
VERIFIED
d8765a709c98ad68a868790a81541f4777c5b793564f982854baeb7188390f10
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021305
train
samples/GSE253474/GSM8021305
GSM8021306
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
1,321
980
counts
VERIFIED
ff122e2accd03cdade6406098233dfc960720d5a2ee898f5785e07933d6cdb88
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021306
train
samples/GSE253474/GSM8021306
GSM8021307
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
1,691
980
counts
VERIFIED
3c3cb8eddbfcc2fb48225188bf6dbfbd4cbea546ffd6465a68b3a2e225e9c03f
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021307
train
samples/GSE253474/GSM8021307
GSM8021308
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
1,137
980
counts
VERIFIED
ab92cea33e531528ef1dcb8a6e0a21e75f115553e7103f0e4b9ce996c7cec22c
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021308
train
samples/GSE253474/GSM8021308
GSM8021309
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
1,111
980
counts
VERIFIED
daad22cfac3be5a3220dd3bd30d2f19a8ae7e874d1033ac83d87195d6c527d9d
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021309
train
samples/GSE253474/GSM8021309
GSM8021310
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
786
980
counts
VERIFIED
f01907cce1adb0cb53ebde7166570a778efa5936f57ac85f5fe1639998fb66f6
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021310
train
samples/GSE253474/GSM8021310
GSM8021311
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
924
980
counts
VERIFIED
24cd5009de0c3739965a2ab1800cfacf213c5bee81e6eb7d2d6f46ffae7edac9
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021311
train
samples/GSE253474/GSM8021311
GSM8021312
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
2,534
980
counts
VERIFIED
1bbc658290c50f7bf3161b7892c711fd150fbe529b308f172dfd03c1a7feefaa
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021312
train
samples/GSE253474/GSM8021312
GSM8021313
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
1,338
980
counts
VERIFIED
ae73514796426e137af887a7109d8837f84138757832c463d53c53bfaf59ef7a
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021313
train
samples/GSE253474/GSM8021313
GSM8021314
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
1,346
980
counts
VERIFIED
b9c46ca49cec9063562dc9b15fdf0f07084988b92e18a2c359f10312bbf1e4e5
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021314
train
samples/GSE253474/GSM8021314
GSM8021315
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
1,901
980
counts
VERIFIED
12fa18541f4a5e63663b4c2897fb3ff55eb2768afdb8e4d257afc55b4c031115
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021315
train
samples/GSE253474/GSM8021315
GSM8021316
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
2,152
980
counts
VERIFIED
5fd3b47e0fc6cbd640a2b426efe930de0ec3cc026e62259835e86917a697c846
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021316
train
samples/GSE253474/GSM8021316
GSM8021317
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
1,647
980
counts
VERIFIED
1d1256702f30929fc494eaa4c6dd5328accbc4352feabbb2a03b15630ccc6587
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021317
train
samples/GSE253474/GSM8021317
GSM8021318
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
1,619
980
counts
VERIFIED
bd8cc2786dcc7a58da1e2f58d6c25bdd4b9b36b51d34a44c4bf02ccd8a03d561
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021318
train
samples/GSE253474/GSM8021318
GSM8021319
GSE253474
GSE253474
sda-all
sda-all-v1.3.0
CosMx
cosmx
Homo sapiens
rapid autopsy lung
cell
2,043
980
counts
VERIFIED
ada6d24e11d10d0b66bd6b22831aebbf430a389737612ce71ac0b53d2fdf55e9
pixel
unresolved
null
false
false
null
ABSENT
ABSENT
VERIFIED
GSM8021319
train
samples/GSE253474/GSM8021319