# Deep learning can predict microsatellite instability directly from histology in gastrointestinal cancer

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/deep-learning-can-predict-microsatellite-instability-directly-from-histology-in/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Jakob Nikolas Kather,Alexander T. Pearson,Niels Halama,Dirk Jäger,Jeremias Krause,Sven H. Loosen,Alexander Marx,Peter Boor,Frank Tacke,Ulf P. Neumann,Heike I. Grabsch,Takaki Yoshikawa,Hermann Brenner,Jenny Chang‐Claude,Michael Hoffmeister,Christian Trautwein,Tom Luedde |
| Citations | 1,445 |
| DOI | 10.1038/s41591-019-0462-y |
| Fields | Medicine |
| Open Access | true |
| OA Status | hybrid |
| OA URL | https://doi.org/10.1038/s41591-019-0462-y |
| OpenAlex ID | https://openalex.org/W2948930564 |
| PMID | 31160815 |
| Type | article |
| Year | 2019 |

## Paper authors

- [Frank Tacke](https://scholariq.org/researchers/frank-tacke/)

## Paper journal

- [Nature Medicine](https://scholariq.org/journals/nature-medicine/)

## Paper primary topic

- [Genetic factors in colorectal cancer](https://scholariq.org/topics/genetic-factors-in-colorectal-cancer/)

## Paper topics

- [Genetic factors in colorectal cancer](https://scholariq.org/topics/genetic-factors-in-colorectal-cancer/)
- [Colorectal Cancer Treatments and Studies](https://scholariq.org/topics/colorectal-cancer-treatments-and-studies/)
- [Colorectal and Anal Carcinomas](https://scholariq.org/topics/colorectal-and-anal-carcinomas/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.