Umesh Telang

Google (United States) — United States

Computer Science · Physical Sciences

3h-index260citations8works0.52yr avg
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Research Topics

AI in cancer detection(3), Anomaly Detection Techniques and Applications(2), Artificial Intelligence in Healthcare and Education(2), Radiomics and Machine Learning in Medical Imaging(2), Semantic Web and Ontologies(1)

Publications8 total

UWB Radar-based Heart Rate Monitoring: A Transfer Learning Approach
ArXiv.org·2025Open Access
Evaluating medical AI systems in dermatology under uncertain ground truth
Medical Image Analysis·2025· 1 cited
Plots Unlock Time-Series Understanding in Multimodal Models
arXiv (Cornell University)·2024Open Access
MINT: A wrapper to make multi-modal and multi-image AI models interactive
arXiv (Cornell University)·2024· 1 citedOpen Access
Evaluating AI systems under uncertain ground truth: a case study in dermatology
arXiv (Cornell University)·2023· 1 citedOpen Access
Robust and data-efficient generalization of self-supervised machine learning for diagnostic imaging
Nature Biomedical Engineering·2023· 210 cited
Robust and Efficient Medical Imaging with Self-Supervision
arXiv (Cornell University)·2022· 31 citedOpen Access
Does your dermatology classifier know what it doesn’t know? Detecting the long-tail of unseen conditions
Medical Image Analysis·2021· 16 citedOpen Access

Frequent Co-authors

Abhijit Guha Roy(6), Jan Freyberg(5), Yun Liu(5), Greg S. Corrado(5), Dale R. Webster(5), Alan Karthikesalingam(5), Patricia H. Strachan(4), Shekoofeh Azizi(3), Basil Mustafa(3), Sebastien Baur(3), Aaron Loh(3), Yuan Liu(3), Jim Winkens(3), Zach Beaver(3), Ali Taylan Cemgil(3), Mike Schaekermann(3), Beverly Freeman(3), Laura Culp(2), Simon Kornblith(2), S. Sara Mahdavi(2)