# Prostate cancer therapy personalization via multi-modal deep learning on randomized phase III clinical trials

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/prostate-cancer-therapy-personalization-via-multi-modal-deep-learning-on/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Andre Esteva,Jean Feng,Douwe van der Wal,Shih-Cheng Huang,Jeffry Simko,Sandy DeVries,Emmalyn Chen,Edward M. Schaeffer,Todd M. Morgan,Yilun Sun,Amirata Ghorbani,Nikhil Naik,Dhruv Nathawani,Richard Socher,Jeff M. Michalski,Mack Roach,Thomas M. Pisansky,Jedidiah M. Monson,Farah Naz,James A. Wallace,Michelle Ferguson,Jean-Paul Bahary,James Zou,Matthew P. Lungren,Serena Yeung,Ashley E. Ross,Michael Jonathan Kucharczyk,Luís Souhami,Leslie Ballas,Christopher A. Peters,Sandy Liu,Alexander G. Balogh,Pamela Randolph-Jackson,David L. Schwartz,M.R. Girvigian,Naoyuki G. Saito,Adam Raben,Rachel Rabinovitch,Khalil Katato,Howard M. Sandler,Phuoc T. Tran,Daniel E. Spratt,Stephanie L. Pugh,Felix Y. Feng,Osama Mohamad |
| Citations | 203 |
| DOI | 10.1038/s41746-022-00613-w |
| Fields | Computer Science,Medicine |
| Open Access | true |
| OA Status | gold |
| OA URL | https://www.nature.com/articles/s41746-022-00613-w.pdf |
| OpenAlex ID | https://openalex.org/W4282942659 |
| PMID | 35676445 |
| Type | article |
| Year | 2022 |

## Paper authors

- [Daniel E. Spratt](https://scholariq.org/researchers/daniel-e-spratt/)
- [Serena Yeung](https://scholariq.org/researchers/serena-yeung/)
- [Mack Roach](https://scholariq.org/researchers/mack-roach/)
- [Edward M. Schaeffer](https://scholariq.org/researchers/edward-m-schaeffer/)

## Paper journal

- [npj Digital Medicine](https://scholariq.org/journals/npj-digital-medicine/)

## Paper primary topic

- [Radiomics and Machine Learning in Medical Imaging](https://scholariq.org/topics/radiomics-and-machine-learning-in-medical-imaging/)

## Paper topics

- [Radiomics and Machine Learning in Medical Imaging](https://scholariq.org/topics/radiomics-and-machine-learning-in-medical-imaging/)
- [AI in cancer detection](https://scholariq.org/topics/ai-in-cancer-detection/)
- [Prostate Cancer Diagnosis and Treatment](https://scholariq.org/topics/prostate-cancer-diagnosis-and-treatment/)

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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.