# Lily Peng

**Type:** Researchers  
**Canonical URL:** https://scholariq.org/researchers/lily-peng/

## Facts

| Field | Value |
| --- | --- |
| Citations | 21,307 |
| Field | Retinal Imaging and Analysis |
| h-index | 30 |
| i10-index | 40 |
| Last Known Institution | Harvard University |
| OpenAlex ID | https://openalex.org/A5108117554 |
| ORCID iD | https://orcid.org/0009-0007-5552-5428 |
| Works | 84 |

## Researcher papers

- [International evaluation of an AI system for breast cancer screening](https://scholariq.org/papers/international-evaluation-of-an-ai-system-for-breast-cancer-screening/)
- [Grader Variability and the Importance of Reference Standards for Evaluating Machine Learning Models for Diabetic Retinopathy](https://scholariq.org/papers/grader-variability-and-the-importance-of-reference-standards-for-evaluating/)
- [How to Read Articles That Use Machine Learning](https://scholariq.org/papers/how-to-read-articles-that-use-machine-learning/)
- [Using a Deep Learning Algorithm and Integrated Gradients Explanation to Assist Grading for Diabetic Retinopathy](https://scholariq.org/papers/using-a-deep-learning-algorithm-and-integrated-gradients-explanation-to-assist/)

## Researcher topics

- [Retinal Imaging and Analysis](https://scholariq.org/topics/retinal-imaging-and-analysis/)
- [Retinal and Optic Conditions](https://scholariq.org/topics/retinal-and-optic-conditions/)
- [Retinal Diseases and Treatments](https://scholariq.org/topics/retinal-diseases-and-treatments/)
- [Radiomics and Machine Learning in Medical Imaging](https://scholariq.org/topics/radiomics-and-machine-learning-in-medical-imaging/)
- [COVID-19 diagnosis using AI](https://scholariq.org/topics/covid-19-diagnosis-using-ai/)

## Researcher university

- [Harvard University](https://scholariq.org/institutions/harvard-university/)

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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.