Kasumi Widner
Google (United States)(US)
Publications by Year
Research Areas
Retinal Imaging and Analysis, Retinal Diseases and Treatments, Artificial Intelligence in Healthcare, Retinal and Optic Conditions, Acute Ischemic Stroke Management
Most-Cited Works
- → Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs(2016)7,251 cited
- → Grader Variability and the Importance of Reference Standards for Evaluating Machine Learning Models for Diabetic Retinopathy(2018)536 cited
- → Performance of a Deep-Learning Algorithm vs Manual Grading for Detecting Diabetic Retinopathy in India(2019)286 cited
- → Deep learning versus human graders for classifying diabetic retinopathy severity in a nationwide screening program(2019)219 cited
- → Lessons learned from translating AI from development to deployment in healthcare(2023)60 cited
- → Author Correction: Deep learning versus human graders for classifying diabetic retinopathy severity in a nationwide screening program(2019)25 cited
- → Deep Learning vs. Human Graders for Classifying Severity Levels of Diabetic Retinopathy in a Real-World Nationwide Screening Program(2018)11 cited
- → Performance of a Deep Learning Diabetic Retinopathy Algorithm in India(2025)9 cited
- → Validation of a Deep Learning Model for Diabetic Retinopathy on Patients with Young-Onset Diabetes(2025)4 cited
- Challenges in evaluating clinical deployments of Deep Learning Assisted Diagnostics for Diabetic Retinopathy Screening(2020)