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Megha Sharma

2 accepted papers

2024

Time-MMD: Multi-Domain Multimodal Dataset for Time Series Analysis

NeurIPS 2024poster

Time series data are ubiquitous across a wide range of real-world domains. While real-world time series analysis (TSA) requires human experts to integrate numerical series data with multimodal domain-specific knowledge, most existing TSA models rely solely on numerical data, overlooking the signific…

2023

Automated Digitization of Unstructured Medical Prescriptions

ACL 2023industry

Automated digitization of prescription images is a critical prerequisite to scale digital healthcare services such as online pharmacies. This is challenging in emerging markets since prescriptions are not digitized at source and patients lack the medical expertise to interpret prescriptions to place…

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