# Deep learning-based classification of mesothelioma improves prediction of patient outcome

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/deep-learning-based-classification-of-mesothelioma-improves-prediction-of/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Pierre Courtiol,Charles Maussion,Matahi Moarii,Elodie Pronier,Samuel Pilcer,Meriem Sefta,Pierre Manceron,Sylvain Toldo,Mikhail Zaslavskiy,Nolwenn Le Stang,Nicolas Girard,Olivier Elemento,Andrew G. Nicholson,Jean‐Yves Blay,Françoise Galateau-Sallé,Gilles Wainrib,Thomas Clozel |
| Citations | 560 |
| DOI | 10.1038/s41591-019-0583-3 |
| Fields | Immunology and Microbiology,Medicine |
| Open Access | false |
| OA Status | closed |
| OpenAlex ID | https://openalex.org/W2978882452 |
| PMID | 31591589 |
| Type | article |
| Year | 2019 |

## Paper authors

- [Nicolas Girard](https://scholariq.org/researchers/nicolas-girard/)

## Paper journal

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

## Paper primary topic

- [Occupational and environmental lung diseases](https://scholariq.org/topics/occupational-and-environmental-lung-diseases/)

## Paper topics

- [Occupational and environmental lung diseases](https://scholariq.org/topics/occupational-and-environmental-lung-diseases/)
- [Pancreatic and Hepatic Oncology Research](https://scholariq.org/topics/pancreatic-and-hepatic-oncology-research/)
- [Biomarkers in Disease Mechanisms](https://scholariq.org/topics/biomarkers-in-disease-mechanisms/)

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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.