# Using deep convolutional neural networks to identify and classify tumor-associated stroma in diagnostic breast biopsies

**Type:** Papers  
**Canonical URL:** https://picoportal.org/library/papers/using-deep-convolutional-neural-networks-to-identify-and-classify-tumor/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Babak Ehteshami Bejnordi,Maeve Mullooly,Ruth M. Pfeiffer,Shaoqi Fan,Pamela M. Vacek,Donald L. Weaver,Sally D. Herschorn,Louise A. Brinton,Bram van Ginneken,Nico Karssemeijer,Andrew H. Beck,Gretchen L. Gierach,Jeroen van der Laak,Mark E. Sherman |
| Citations | 218 |
| DOI | 10.1038/s41379-018-0073-z |
| Fields | Biochemistry, Genetics and Molecular Biology,Computer Science,Medicine |
| Open Access | true |
| OA Status | bronze |
| OA URL | https://www.nature.com/articles/s41379-018-0073-z.pdf |
| OpenAlex ID | https://openalex.org/W2808210572 |
| PMID | 29899550 |
| Type | article |
| Year | 2018 |

## Paper authors

- [Babak Ehteshami Bejnordi](https://picoportal.org/library/researchers/babak-ehteshami-bejnordi/)
- [Bram van Ginneken](https://picoportal.org/library/researchers/bram-van-ginneken/)
- [Ruth M. Pfeiffer](https://picoportal.org/library/researchers/ruth-m-pfeiffer/)
- [Donald L. Weaver](https://picoportal.org/library/researchers/donald-l-weaver/)
- [Louise A. Brinton](https://picoportal.org/library/researchers/louise-a-brinton/)
- [Pamela M. Vacek](https://picoportal.org/library/researchers/pamela-m-vacek/)
- [Jeroen van der Laak](https://picoportal.org/library/researchers/jeroen-van-der-laak/)
- [Nico Karssemeijer](https://picoportal.org/library/researchers/nico-karssemeijer/)
- [Andrew H. Beck](https://picoportal.org/library/researchers/andrew-h-beck/)
- [Mark E. Sherman](https://picoportal.org/library/researchers/mark-e-sherman/)

## Paper journal

- [Modern Pathology](https://picoportal.org/library/journals/modern-pathology/)

## Paper primary topic

- [AI in cancer detection](https://picoportal.org/library/topics/ai-in-cancer-detection/)

## Paper topics

- [AI in cancer detection](https://picoportal.org/library/topics/ai-in-cancer-detection/)
- [Breast Cancer Treatment Studies](https://picoportal.org/library/topics/breast-cancer-treatment-studies/)
- [Radiomics and Machine Learning in Medical Imaging](https://picoportal.org/library/topics/radiomics-and-machine-learning-in-medical-imaging/)

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Source: PICO Portal — public research metadata, principally OpenAlex. See https://picoportal.org/library/sources/ for provenance and https://picoportal.org/library/methodology/ for what these figures mean.