Obtaining spatially resolved tumor purity maps using deep multiple instance learning in a pan-cancer study
10.1016/j.patter.2021.100399
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2022
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sg-nus-scholar.10635-2266142024-04-17T09:04:42Z Obtaining spatially resolved tumor purity maps using deep multiple instance learning in a pan-cancer study Oner, MU Chen, J Revkov, E James, A Heng, SY Kaya, AN Alvarez, JJS Takano, A Cheng, XM Lim, TKH Tan, DSW Zhai, W Skanderup, AJ Sung, WK Lee, HK BIOLOGICAL SCIENCES DEAN'S OFFICE (DUKE-NUS MEDICAL SCHOOL) DEPARTMENT OF COMPUTER SCIENCE computational pathology deep learning digital histopathology digital pathology genomic sequencing multiple instance learning spatial omics tumor microenvironment tumor purity whole-slide images 10.1016/j.patter.2021.100399 Patterns 3 2 100399- 2022-06-07T04:43:45Z 2022-06-07T04:43:45Z 2022-02-11 2022-06-07T01:09:48Z Article Oner, MU, Chen, J, Revkov, E, James, A, Heng, SY, Kaya, AN, Alvarez, JJS, Takano, A, Cheng, XM, Lim, TKH, Tan, DSW, Zhai, W, Skanderup, AJ, Sung, WK, Lee, HK (2022-02-11). Obtaining spatially resolved tumor purity maps using deep multiple instance learning in a pan-cancer study. Patterns 3 (2) : 100399-. ScholarBank@NUS Repository. https://doi.org/10.1016/j.patter.2021.100399 2666-3899 https://scholarbank.nus.edu.sg/handle/10635/226614 Elsevier BV Elements |
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computational pathology deep learning digital histopathology digital pathology genomic sequencing multiple instance learning spatial omics tumor microenvironment tumor purity whole-slide images |
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computational pathology deep learning digital histopathology digital pathology genomic sequencing multiple instance learning spatial omics tumor microenvironment tumor purity whole-slide images Oner, MU Chen, J Revkov, E James, A Heng, SY Kaya, AN Alvarez, JJS Takano, A Cheng, XM Lim, TKH Tan, DSW Zhai, W Skanderup, AJ Sung, WK Lee, HK Obtaining spatially resolved tumor purity maps using deep multiple instance learning in a pan-cancer study |
| description |
10.1016/j.patter.2021.100399 |
| author2 |
BIOLOGICAL SCIENCES |
| author_facet |
BIOLOGICAL SCIENCES Oner, MU Chen, J Revkov, E James, A Heng, SY Kaya, AN Alvarez, JJS Takano, A Cheng, XM Lim, TKH Tan, DSW Zhai, W Skanderup, AJ Sung, WK Lee, HK |
| format |
Article |
| author |
Oner, MU Chen, J Revkov, E James, A Heng, SY Kaya, AN Alvarez, JJS Takano, A Cheng, XM Lim, TKH Tan, DSW Zhai, W Skanderup, AJ Sung, WK Lee, HK |
| author_sort |
Oner, MU |
| title |
Obtaining spatially resolved tumor purity maps using deep multiple instance learning in a pan-cancer study |
| title_short |
Obtaining spatially resolved tumor purity maps using deep multiple instance learning in a pan-cancer study |
| title_full |
Obtaining spatially resolved tumor purity maps using deep multiple instance learning in a pan-cancer study |
| title_fullStr |
Obtaining spatially resolved tumor purity maps using deep multiple instance learning in a pan-cancer study |
| title_full_unstemmed |
Obtaining spatially resolved tumor purity maps using deep multiple instance learning in a pan-cancer study |
| title_sort |
obtaining spatially resolved tumor purity maps using deep multiple instance learning in a pan-cancer study |
| publisher |
Elsevier BV |
| publishDate |
2022 |
| url |
https://scholarbank.nus.edu.sg/handle/10635/226614 |
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1800915399432208384 |