Concepedia

Author

Kasumi Widner

Google (United States)

Also Known As

Kasumi Widner, Widner, Kasumi

10

Publications

8.3K

Citations

7

H-Index

19

Concepts

All Affiliations

Google (United States)Sankara NethralayaAravind Eye Hospital
KW

About

Kasumi Widner is an author at Google (United States) specializing in medicine, ophthalmology, and engineering.

Top Concepts

#ConceptH-IndexPublicationsCitations

1

Medicine

3

3

591

2

Engineering

2

2

531

3

Diabetes

2

2

531

4

Nursing

1

1

60

5

Public Health

1

1

60

Kasumi Widner

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6

Publications

8.2K

Citations

6

H-Index

YearCitations

Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs

Varun Gulshan, Lily Peng, Marc Coram,

JAMA

2016

7.2K

Grader Variability and the Importance of Reference Standards for Evaluating Machine Learning Models for Diabetic Retinopathy

Jonathan Krause, Varun Gulshan, Ehsan Rahimy,

Ophthalmology

2018

520

Performance of a Deep-Learning Algorithm vs Manual Grading for Detecting Diabetic Retinopathy in India

Varun Gulshan, Renu P. Rajan, Kasumi Widner,

JAMA Ophthalmology

2019

282

Deep learning versus human graders for classifying diabetic retinopathy severity in a nationwide screening program

Paisan Ruamviboonsuk, Jonathan Krause, Peranut Chotcomwongse,

npj Digital Medicine

2019

213

Lessons learned from translating AI from development to deployment in healthcare

Kasumi Widner, Sunny Virmani, Jonathan Krause,

Nature Medicine

2023

60

Deep Learning vs. Human Graders for Classifying Severity Levels of Diabetic Retinopathy in a Real-World Nationwide Screening Program

Paisan Raumviboonsuk, Jonathan Krause, Peranut Chotcomwongse,

arXiv (Cornell University)

2018

11

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