Automatic Interpretation of Line Probe Assay Test for Tuberculosis
Accepted | AI for Social Impact (AISI) Track | AAAI 2024
Maintaining User Trust Through Multistage Uncertainty Aware Inference
Accepted | Deployable AI Workshop | AAAI 2024
How Can We Tame the Long-Tail of Chest X-Ray Datasets?
Accepted | Extended Abstract | Radiology – CVAMD (ICCVW) 2023
Live Monitoring and Maintenance of an Artificial Intelligence Solution for Nationwide TB Risk Stratification
Accepted | Extended Abstract | LFU – Union World Conference on Lung Health
BOLLWM: A Real-world Dataset for Bollworm Pest Monitoring from Cotton Fields in India
Published | Paper | PML4DC Workshop, ICLR 2023
Can We Adopt Self-Supervised Pretraining for Chest X-Rays?
Accepted | Extended Abstract | ML4H 2022
Predicting Treatment Adherence of Tuberculosis Patients at Scale
Published | Paper | ML4H | Best Paper Award
A Case for Rejection in Low Resource ML Deployment
Published | Poster | NeurIPS 2022 — Challenges in Deploying and Monitoring ML Systems Workshop
Evaluation of Individual and Ensemble Probabilistic Forecasts of COVID-19 Mortality in the US
Published | Paper | Proceedings of the National Academy of Sciences (PNAS)
Interpretability of Epidemiological Models: The Curse of Non-Identifiability
Published | Paper | AI for Public Health Workshop, ICLR 2021