Vivek Natarajan
Google (United States)(US)
Publications by Year
Research Areas
Artificial Intelligence in Healthcare and Education, Machine Learning in Healthcare, AI in cancer detection, Domain Adaptation and Few-Shot Learning, COVID-19 diagnosis using AI
Most-Cited Works
- → Big Self-Supervised Models Advance Medical Image Classification(2021)577 cited
- → Underspecification Presents Challenges for Credibility in Modern Machine Learning(2020)430 cited
- → Pythia v0.1: the Winning Entry to the VQA Challenge 2018(2018)165 cited
- → Federated benchmarking of medical artificial intelligence with MedPerf(2023)112 cited
- → Enhancing the reliability and accuracy of AI-enabled diagnosis via complementarity-driven deferral to clinicians(2023)99 cited
- → Towards Accurate Differential Diagnosis with Large Language Models(2023)62 cited
- → Contrastive Training for Improved Out-of-Distribution Detection(2020)52 cited
- → DermGAN: Synthetic Generation of Clinical Skin Images with Pathology(2019)44 cited
- → An intentional approach to managing bias in general purpose embedding models(2024)17 cited