Published January 27, 2022
| Version 1.0
Dataset
Open
Multi-omic machine learning predictor of breast cancer therapy response
Description
H&E slides used in the training dataset described in "Multi-omic machine learning predictor of breast cancer therapy response" published in Nature: https://www.nature.com/articles/s41586-021-04278-5
Metadata associated with these images also included in file Slide metadata.xlsx
Files
Files
(32.5 GB)
Name | Size | Download all |
---|---|---|
md5:74048b0ac837bbb337078ab62c83c801
|
371.4 MB | Download |
md5:981d5b5962836dd4176f5f263fc5e15f
|
293.7 MB | Download |
md5:3a5b07e9ebb52eecf81d956efe5769e8
|
169.7 MB | Download |
md5:8d2294cda35ae53774622c7b7df6e8ef
|
179.8 MB | Download |
md5:f39aa0ee8494e6ca75d86606b59eb33f
|
183.6 MB | Download |
md5:2c9920ed8b1eeb3d7da59629c28ee66d
|
255.1 MB | Download |
md5:4f1c069bfbb86c68b85f281bab08e400
|
288.6 MB | Download |
md5:4946219b51ef99684f7bbdab6554a50e
|
166.7 MB | Download |
md5:4ac8691d6dfb0061e8cb1f8e6c21b751
|
211.9 MB | Download |
md5:914aec88d51f470ab08d3c745c36a30e
|
235.0 MB | Download |
md5:5f43e9e39907f438a0b2d24d5a9e677d
|
262.4 MB | Download |
md5:4229e3888da35304de21db7568afaacb
|
251.2 MB | Download |
md5:ef60d8809f489def8a3ffef304a4f1ec
|
213.6 MB | Download |
md5:68393c4623a6626a32ff9f9078f73c92
|
311.0 MB | Download |
md5:0cd2c1eea42edb3a88766b07c07b6d86
|
160.1 MB | Download |
md5:fba7ba8d93abdc67775eeaf8fbf03765
|
193.9 MB | Download |
md5:2b90545ef0e29c12561b07bf71b28f45
|
203.2 MB | Download |
md5:0d64e03c01eade23ef68cb05f9ff4c10
|
314.8 MB | Download |
md5:4d8f8ade1170481d0a630150d494ad99
|
133.2 MB | Download |
md5:75f50cf574e6c7b15cb252b84ba5da39
|
200.9 MB | Download |
md5:3c6fdbf957ce0be14ad058a2976b94d3
|
288.0 MB | Download |
md5:97d1bfa710769cabfe29c80172d273e3
|
200.5 MB | Download |
md5:d19eeaf579cb4193892ca38716331a18
|
183.4 MB | Download |
md5:2cd03849cc1d4c5b1f3714ef7a0d5d14
|
145.8 MB | Download |
md5:bd2ad08a67774737b01d47e2bf1e6ce0
|
256.4 MB | Download |
md5:27df8b82781dcac94e423fd57e51aca3
|
137.7 MB | Download |
md5:aac3ee9c3c1837801f108b84055bf2ee
|
199.3 MB | Download |
md5:783a8373bd731c11d66cc81b28ad6a66
|
233.0 MB | Download |
md5:6b003400c962f7d91457d48b4a01fe5b
|
222.9 MB | Download |
md5:5bcde110375862181d4f74ef2fb19c44
|
191.3 MB | Download |
md5:3cd73233d035326f60744318cfe372c6
|
209.8 MB | Download |
md5:8232bf7e143e4d0e1edfe67db6c3e720
|
152.5 MB | Download |
md5:b1400eb540fa1c7c859e3d9305ac05b1
|
165.2 MB | Download |
md5:2dcec56f4088c07b50b6b9f2282ec37a
|
205.1 MB | Download |
md5:de8a5ada191682b0b80f6ec0aea76353
|
312.0 MB | Download |
md5:45144eefbffb2cf5005700db56a8a21e
|
239.1 MB | Download |
md5:6e8724580d36adf1125fbea46b8bd4d8
|
251.6 MB | Download |
md5:a480b62401f4e70415f21bd3598adf5f
|
361.2 MB | Download |
md5:1dc17c6322e768697c4fbe31972dc0b9
|
358.8 MB | Download |
md5:e8f5e3dd0b3baa0d6b161a3db18094f7
|
312.0 MB | Download |
md5:442e6bb628ddad47ad9230d2abb74953
|
291.1 MB | Download |
md5:b889009f0fd8cbd176ea24da899502bc
|
218.4 MB | Download |
md5:16a2e912ea414f6b6c34dc1ee6986b5b
|
326.6 MB | Download |
md5:4b88334b1b2175ef21cc56cd9a1c405e
|
184.5 MB | Download |
md5:f66b4c0f4725e31411829a912ddf27c1
|
148.6 MB | Download |
md5:f612be7f262463be6f02fb119a8ee98b
|
254.9 MB | Download |
md5:0c5062d27baaadd4781fb7c381314baf
|
236.5 MB | Download |
md5:3186ba71992888a47e25cba7e7e81ccf
|
190.1 MB | Download |
md5:174acf30d3f06e943901ce3861e514c4
|
242.4 MB | Download |
md5:1d32390ce7983e3aa7d23347b8f53b31
|
228.0 MB | Download |
md5:131ed0ddfeafe89c9e347815f488c04e
|
194.8 MB | Download |
md5:3c29fa55c83890ce19365986b6a50c4a
|
136.9 MB | Download |
md5:78738301e8f680292b4935248e04360a
|
175.1 MB | Download |
md5:0fef20a970f84e138c42e95fa3f086fe
|
115.1 MB | Download |
md5:c600636dabe3928c04bfb3171fefcc55
|
282.4 MB | Download |
md5:849c670efd43310b7070e5ff7f740086
|
97.0 MB | Download |
md5:31cd2e7e9e6394da464a82a86969fc61
|
130.0 MB | Download |
md5:397423bbbe3488f40db669e7bbcbb911
|
325.3 MB | Download |
md5:42f63c624be442ce3392106d84ad683a
|
216.2 MB | Download |
md5:debdf0b4dcbd3a20b5a9e0a98d9e40a1
|
188.0 MB | Download |
md5:c9592d572a6ed06b4a77ffbb40489d9b
|
188.0 MB | Download |
md5:abc4e833200d4757952971e28216aa1c
|
279.7 MB | Download |
md5:79b70cee3b7cc65d5bdef46cac743ed6
|
389.6 MB | Download |
md5:b59ed41800a530accfba521fe1e95e5e
|
142.2 MB | Download |
md5:3b91bf43882950e857b5d1302b45f133
|
242.0 MB | Download |
md5:0ace5e2b41b0937cf65db388497746d2
|
289.1 MB | Download |
md5:b55bb94af19806276ce70d0064524424
|
401.8 MB | Download |
md5:a34eb33206da76d74b207e434ca28194
|
364.1 MB | Download |
md5:20d38fdbf1a063a2939db6695f477c1f
|
330.4 MB | Download |
md5:4fa533b51d4df1503078fdec93b6014f
|
358.8 MB | Download |
md5:8ebc5c3ff737385680ec4c04f8be6c4d
|
146.1 MB | Download |
md5:e17059c6554f79d588d17a224f8116cc
|
189.1 MB | Download |
md5:8ca17009539c3b8d64697b0351c0a36e
|
257.0 MB | Download |
md5:b3611a00376e9538951e13e07e62beb3
|
270.7 MB | Download |
md5:891dcced0a0cc5cc17dc8b21c93ff26a
|
220.2 MB | Download |
md5:304a8803992093a4964cbcc39b60bbf0
|
202.2 MB | Download |
md5:e97de99cb3deb7cfa53d0fac96e7a999
|
363.3 MB | Download |
md5:4966576a646a119e9fad8ce98044865c
|
15.3 MB | Download |
md5:a8431ad95bb69cc9907048ebd3f54e72
|
26.6 MB | Download |
md5:24e0ef9396a1ede4231c5174a1e8bccb
|
30.7 MB | Download |
md5:11d7305bacd508cdc5afb3cbff5e4590
|
36.7 MB | Download |
md5:04a71756a3f04a00744fe3f7ad4290e2
|
30.8 MB | Download |
md5:509888f501d7078470af09de342083f0
|
8.8 MB | Download |
md5:7343dd9af37f27c04e71a943825ada97
|
20.2 MB | Download |
md5:fe4f09727128f2737e0107155abc232f
|
16.5 MB | Download |
md5:a0728ae22eeb3d346b16ae65585b7f59
|
32.8 MB | Download |
md5:2d13dcfaccab41216e2a13e88c91e219
|
41.8 MB | Download |
md5:f9d902fb61f7a8e87cca61cb015eac08
|
30.7 MB | Download |
md5:43bc159b5cf50649058d5c4464c89a8c
|
5.3 MB | Download |
md5:9928c8d1e791e983477984e4eb8a9165
|
22.9 MB | Download |
md5:75c4341c108ec893290373867414800b
|
36.0 MB | Download |
md5:3201b0126965f2598eceb571aa2584d1
|
33.3 MB | Download |
md5:e97185ad0f2831751aae534966b0bba0
|
41.6 MB | Download |
md5:4e8d864de50d57417dc868dbf9b9e8db
|
48.7 MB | Download |
md5:526e5c8cc2cff9b82763332ac7900ed7
|
29.7 MB | Download |
md5:0e72f47cc4daabe30914fa21f4ce53cb
|
41.1 MB | Download |
md5:786abd2cc456c5ea47f7550fefa240b0
|
50.1 MB | Download |
md5:5a7f2f07420ba494836f013fd3f1812a
|
31.8 MB | Download |
md5:2ea5d557a624051e42d80b77e488f6bd
|
33.3 MB | Download |
md5:df21a5254954daee03d377e7c9cf2427
|
16.0 MB | Download |
md5:58a69d14da9ee58c0e098052c42f1f45
|
44.0 MB | Download |
md5:c569f9da54bee9a0be211af30ac0d406
|
20.4 MB | Download |
md5:dc6a036ca61b8a9383d562ed81a52bbe
|
50.8 MB | Download |
md5:b22aab383d98862fcb7bbef256b9e7cd
|
42.6 MB | Download |
md5:fed812d03f80cfc34b45d5644f61c317
|
24.6 MB | Download |
md5:43fc7793a8eb68af4b3fbf7f031e8728
|
27.6 MB | Download |
md5:581ab7e2f03717e645e41965e244ac26
|
33.4 MB | Download |
md5:d2f8aa5783b0ea4c5d531d3ade8836ff
|
12.8 MB | Download |
md5:afe2fba8eb9535adfd6b525b6134bcdc
|
23.6 MB | Download |
md5:2ffcacc6da7b842ff847973b53008609
|
50.4 MB | Download |
md5:53aed8d0e852f1be0afc60b4c86ef348
|
44.9 MB | Download |
md5:3a5ea50d72824d16af7dfeb6974a225c
|
33.9 MB | Download |
md5:10d4aad8103c6554d1cf50a88815be6b
|
28.5 MB | Download |
md5:5055afaad529a42fa4287dcd0558a848
|
37.6 MB | Download |
md5:b4161a2b7f4830c8f6a4709854b94043
|
22.1 MB | Download |
md5:2df6cfd9828d0c93256fb58b48e0dddb
|
49.3 MB | Download |
md5:d39e9e2be49947b30eee61f33a1fe58d
|
49.0 MB | Download |
md5:694d76aa4d428aba667b85e3629e1ac0
|
46.2 MB | Download |
md5:a8fcf2358238c803945b8ff6148e8ac3
|
26.8 MB | Download |
md5:8ac8d311d25432b836386b7e579ca896
|
20.3 MB | Download |
md5:dce0da86e2dc3f32903044c66bdc3d2c
|
34.2 MB | Download |
md5:e7516ad88b3cae9b2ca5ffd3a7c9ef59
|
31.8 MB | Download |
md5:f514ee520aa5e3934ba206f93593fade
|
54.5 MB | Download |
md5:61c02154758f5351f1b769e2e4d376a7
|
14.4 MB | Download |
md5:6b8776ef603dbdbd4cfed04a70855087
|
31.5 MB | Download |
md5:4743e0f1bd9ab6661054a751d7fb2c8c
|
39.6 MB | Download |
md5:506c88b50fed2771c5c6e0a98a14f965
|
34.4 MB | Download |
md5:173177a3cffe840927b306a626642fbd
|
26.1 MB | Download |
md5:ed34831084df81562141740afee7d848
|
31.7 MB | Download |
md5:e49c3ec8c49326987d49ec8fbd454cc4
|
16.7 MB | Download |
md5:b828975e71cea36357fb4593037de373
|
48.9 MB | Download |
md5:a4beac9e31747a5c87e7903c319ea356
|
37.5 MB | Download |
md5:58b1f97cd2fa590de84321820aa4b359
|
25.0 MB | Download |
md5:9be21a49fcfea4c22555c541c8ec7b3c
|
28.4 MB | Download |
md5:d0ff63c4882b2273e40d57bf9184b108
|
41.8 MB | Download |
md5:8405941a36597f79a5bcf09bcd63c4f1
|
28.4 MB | Download |
md5:30d9ff1fe4af6fee9edd4b12791247bf
|
24.7 MB | Download |
md5:bd64229933c84fca90d33e0536e83a87
|
35.9 MB | Download |
md5:fbec70da4ad2f0ffa250aea262fcc0b1
|
31.4 MB | Download |
md5:8cfb2700c0deb8ee6b09dc10745dce78
|
29.6 MB | Download |
md5:9b0aabb19c8fcdaac6c1925bb20ea57d
|
31.6 MB | Download |
md5:00a9edfddeb2d97f5601358955a9567c
|
35.3 MB | Download |
md5:afb10d1d7ade76dcf832aa1a44fe4909
|
38.6 MB | Download |
md5:e487f19b260de986c2ea5897b7e9aed8
|
37.1 MB | Download |
md5:8d12e599feb6d9cf22e1fb07efe5efc7
|
58.4 MB | Download |
md5:316710f221fed72aada5bc9f631d6363
|
31.7 MB | Download |
md5:7a93885f180ced4c4235ab38f94551dc
|
25.3 MB | Download |
md5:0bbc50a3decf40c8b34161332804e5c0
|
41.8 MB | Download |
md5:3e9ec08da2a6e4da97089d95339cf1fa
|
30.0 MB | Download |
md5:19d99dca12e0450b4ea5ff17b58ca26a
|
31.9 MB | Download |
md5:576d1227e4825206a5973f60715b926f
|
25.5 MB | Download |
md5:42b6478d61df6bd8c70461182e1f6deb
|
29.0 MB | Download |
md5:ec096e92e41d99851d96a3a71bd114b2
|
20.8 MB | Download |
md5:50d53ef99683bf143645770280a71367
|
18.1 MB | Download |
md5:ba250d9705f43bb2a2567054efc67a38
|
32.9 MB | Download |
md5:bb7da03fa954b05f49dfb5bb9150cbf1
|
22.0 MB | Download |
md5:9a33fd4d0b17bc25a08c35b296ace12e
|
19.5 MB | Download |
md5:608426a72e6c42f7f24ecc54752049ba
|
17.2 MB | Download |
md5:e015fe883772901f10383540a4ec4eaf
|
28.3 MB | Download |
md5:68595bbcde2f120717fb62716a4ed0e6
|
23.7 MB | Download |
md5:2b1b94a82d21427cd56255b8d7de3f84
|
21.4 MB | Download |
md5:d8caa19cd2f0240375d02e5d14c41ad8
|
40.5 MB | Download |
md5:b6cd7194f453c8ef5c88d8202879d066
|
10.5 MB | Download |
md5:7b5ee38493b7de36bd3fd6364ddbe64d
|
39.1 MB | Download |
md5:2d2005c30285bd4a649347a872b3d7cf
|
28.9 MB | Download |
md5:ef83ecaf74969b1d16a8a38ead1c75ba
|
9.6 MB | Download |
md5:805e37a71825fce0435e17f76c1be841
|
77.4 MB | Download |
md5:52aa42c941aa185cde5a742d095acf29
|
118.8 MB | Download |
md5:7208b2e0f4087a1e8e010586baa2538c
|
292.2 MB | Download |
md5:bffc3b9104678b38a5ebefe1b83b7368
|
329.7 MB | Download |
md5:7b24042b02223e0f5df0d788e0fb6eb6
|
252.2 MB | Download |
md5:0ee720f17862c8e1bbcac1d359a4670c
|
407.3 MB | Download |
md5:51ba7acf88e1b0fee8284848c72516c8
|
451.7 MB | Download |
md5:4cd988f58d709adc3d9d8938a7a5dc49
|
220.3 MB | Download |
md5:1f3f2d45d9844ecd11d1e566afca4bec
|
350.8 MB | Download |
md5:22762e1d7b12fee0fcaba81447205f34
|
475.7 MB | Download |
md5:b882f4200fbbe7e22e4a7c8da6b321fb
|
300.5 MB | Download |
md5:0d05d9c0f197cf199720d41c77653b51
|
228.3 MB | Download |
md5:0f03b6123a3039b0f00e4c3efe3f0f15
|
419.1 MB | Download |
md5:32377731c34a4be0c512cba10d511180
|
236.3 MB | Download |
md5:2fa0a2376f41a26ace741afec46642b7
|
290.7 MB | Download |
md5:b49e7dca5421364e38676b00d34b91d2
|
294.9 MB | Download |
md5:640b4788fe06bcb7e6ce95a96703873c
|
424.9 MB | Download |
md5:4b950acb7ba1679662d41dce547742ae
|
249.2 MB | Download |
md5:49349a4142cab4bdb10b6794bd85af51
|
449.1 MB | Download |
md5:6320e71d82d76924a9d8aa4cbf9078ea
|
346.3 MB | Download |
md5:b16e6a13c3fb0bacfe266f7a37cefe52
|
316.8 MB | Download |
md5:86bf35d5f68f5d30d43130b22ce7665d
|
282.8 MB | Download |
md5:9d1ee9d2fe977dfd8ddd10d7f635ac92
|
330.6 MB | Download |
md5:7cdf5ba91340a9be9952b0f81989aeda
|
396.5 MB | Download |
md5:2e897a45ea17e7fc9190dd65e17cb4d0
|
323.3 MB | Download |
md5:7d34842a802e54d6482b28541a8adb7e
|
283.6 MB | Download |
md5:58aecba679ebf5eef9775b0b8183c570
|
483.6 MB | Download |
md5:a57ddae598550507cba785273288c63d
|
387.5 MB | Download |
md5:f940c6e7acb4a36761e34f82a4aabb5e
|
351.3 MB | Download |
md5:937ee631fbb5711ffe8010a6647c8a61
|
306.5 MB | Download |
md5:1b356ac6e827f8f2932d371c8023c29a
|
258.8 MB | Download |
md5:6fdde49c1bb52c2d540e97b50718a534
|
213.7 MB | Download |
md5:32e90de2982cedb2583236fba4cd95a8
|
212.4 MB | Download |
md5:1c051504c956d937fd3cb60590439829
|
256.1 MB | Download |
md5:ec862c37c462daf45e2f94877ef2b76a
|
322.4 MB | Download |
md5:38ee5faa7878590815a07be703cb5b93
|
338.9 MB | Download |
md5:6994e38dfa5e75f5f6ea0d453e4a5776
|
444.6 MB | Download |
md5:939f053428c0b804ac2d2f0e39893d15
|
24.6 kB | Download |
Additional details
Related works
- Is supplemented by
- Journal article: 10.1038/s41586-021-04278-5 (DOI)
Funding
- Wellcome Trust
- Wellcome Trust PhD Programme for Clinicians at the University of Cambridge. 106566
References
- Sammut, SJ. et al. Multi-omic machine learning predictor of breast cancer therapy response. Nature 601, 623–629 (2022).