# Using a Deep Learning Algorithm and Integrated Gradients Explanation to Assist Grading for Diabetic Retinopathy

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/using-a-deep-learning-algorithm-and-integrated-gradients-explanation-to-assist/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Rory Sayres,Ankur Taly,Ehsan Rahimy,Katy Blumer,David Coz,Naama Hammel,Jonathan Krause,Arunachalam Narayanaswamy,Zahra Rastegar,Derek Wu,Shawn Xu,Scott Barb,Anthony Joseph,Michael Shumski,Jesse M. Smith,Arjun B. Sood,Greg S. Corrado,Lily Peng,Dale R. Webster |
| Citations | 433 |
| DOI | 10.1016/j.ophtha.2018.11.016 |
| Fields | Medicine |
| Open Access | true |
| OA Status | bronze |
| OA URL | http://www.aaojournal.org/article/S0161642018315756/pdf |
| OpenAlex ID | https://openalex.org/W2903896358 |
| PMID | 30553900 |
| Type | article |
| Year | 2018 |

## Paper authors

- [Jonathan Krause](https://scholariq.org/researchers/jonathan-krause/)

## Paper journal

- [Ophthalmology](https://scholariq.org/journals/ophthalmology/)

## Paper primary topic

- [Retinal Imaging and Analysis](https://scholariq.org/topics/retinal-imaging-and-analysis/)

## Paper topics

- [Retinal Imaging and Analysis](https://scholariq.org/topics/retinal-imaging-and-analysis/)
- [Retinal Diseases and Treatments](https://scholariq.org/topics/retinal-diseases-and-treatments/)
- [Retinal and Optic Conditions](https://scholariq.org/topics/retinal-and-optic-conditions/)

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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.