CLIRSPEC
Published May 18, 2021 | Version 1.0.0
Dataset Open

Infrared Chemical Image of a Breast Cancer Tissue Microarray

Creators

  • 1. University of Manchester

Description

This data set relates to an open access paper published in Analyst Exploring AdaBoost and Random Forests machine learning approaches for infrared pathology on unbalanced data sets by Jiayi Tang, Alex Henderson* and Peter Gardner. https://doi.org/10.1039/D0AN02155E

The files in this archive are mid-infrared spectroscopy chemical images of a breast cancer tissue microarray. The tissue microarray is BR20832 from Biomax. http://www.biomax.us/tissue-arrays/Breast/BR20832

Processed versions of these data in MATLAB file format can be found in another Zenodo archive at https://doi.org/10.5281/zenodo.4730312

This processed data refers to a paper published in Analyst

Notes

These data support the journal article "Exploring AdaBoost and Random Forests machine learning approaches for infrared pathology on unbalanced data sets" https://doi.org/10.1039/D0AN02155E. The processed data for the article is available on Zenodo at https://doi.org/10.5281/zenodo.4730312

Files

BR20832.csv

Files (181.0 GB)

Name Size Download all
md5:de234bf16258fcdf8aa0391fa79a9267
5.5 GB Download
md5:f940349b166e6b7d2eef9307e06f1a71
5.5 GB Download
md5:51717b76805b8bb1e4dc6d5fb1cd8e98
5.5 GB Download
md5:108f354179c9b1e86761ea8722de5e68
5.4 GB Download
md5:0bda344bae1f88767e25336af65e7a0a
2.8 GB Download
md5:cc21c85d556ddea4321de3d7a01ed3a8
5.5 GB Download
md5:3c3cc75100321108bfacb72e4a3653cd
5.6 GB Download
md5:3bdc7b08f54dfc418a5bd535464a59f6
5.5 GB Download
md5:78dc50d382de8c28527fc21f20a0aaba
5.4 GB Download
md5:5ba49bc91c8e0c0880dc9f076925bd74
5.5 GB Download
md5:668d3ee384bbc6027de4d1bb46520a6a
5.5 GB Download
md5:5041e0ab55612e753071b869dc66804b
5.5 GB Download
md5:fb0b4897111df1615a1ecb02c82aa61f
5.5 GB Download
md5:ab77cf17c573b0d1c289d1f0fde64d5c
3.1 GB Download
md5:249679795c0f791b08aa62db26ef6ff3
2.5 GB Download
md5:233a19b6a835d2d2af7da76d497ba225
2.5 GB Download
md5:5617a46e53165a80bd903246d44bd504
2.5 GB Download
md5:b4bea62777b24f63d7b90abbecd8c4f1
4.4 GB Download
md5:4596caa0435f44858ded555e77d8d48f
5.5 GB Download
md5:e610241905c702ce2f1876a795c103f8
5.5 GB Download
md5:23894c7ec1d1495a223220522c107106
5.5 GB Download
md5:d99cde167442e47716675666ee4f721d
4.4 GB Download
md5:401ad2f69fd3931fb2c021f721a09fcf
2.8 GB Download
md5:ba1ba033313987eae42ee7858e96e173
2.8 GB Download
md5:2ce88720724181cba841acd991000884
5.5 GB Download
md5:f9094fc6f3c09d9ace1e4be3e141a580
5.6 GB Download
md5:acfb59cc55c33e38edfe38a9f987eced
5.5 GB Download
md5:2bf9c6c32b3963210c7a3bb86f2bff29
2.8 GB Download
md5:458d6179777f1106293464264d380d4a
2.7 GB Download
md5:4c330448652b743dbb9b65be4276c313
3.4 GB Download
md5:c78f6c69c655f6f12a7e84abd65966ec
4.4 GB Download
md5:a4fad330a6e98236dfeb551f4eb867b3
5.3 GB Download
md5:cc5d6c595b65eb7757528cddf9018b37
5.4 GB Download
md5:e6f2dac693a2ac279e6d24b215e1736e
5.4 GB Download
md5:808099658be1ab73586e7cee102d60dd
5.4 GB Download
md5:618e829e24384d06168d8ed4190f1424
5.5 GB Download
md5:65fa09c1fce7a3d82016ec1944f3a9f7
5.4 GB Download
md5:a7c989818a2882d1c8bee5fba1dbc71f
5.5 GB Download
md5:0f4187bca75e0e211525b6edddbe7db8
2.7 GB Download
md5:f83445767f08103128f0a02c6afb37d8
15.4 kB Preview Download
md5:9c84262fe3d383da2ba782b3536375a4
34.5 MB Preview Download
md5:ddf3174ed5be428ea45d1510e817b122
24.5 kB Download
md5:643b9efffe6f08def928d2af3f26d2f5
208.7 kB Preview Download

Additional details

Related works

Is source of
Dataset: 10.5281/zenodo.4730312 (DOI)

References

Subjects

invasive ductal carcinoma
http://purl.obolibrary.org/obo/DOID_3008
Fourier transform infrared spectroscopy
http://purl.obolibrary.org/obo/CHMO_0000636
focal-plane array
http://purl.obolibrary.org/obo/CHMO_0001909
mid-infrared microscopy
http://purl.obolibrary.org/obo/CHMO_0002385