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Tirthankar Dasgupta

2 accepted papers

2025

Predicting ICU Length of Stay for Patients using Latent Categorization of Health Conditions

NAACL 2025industry

Predicting the duration of a patient’s stay in an Intensive Care Unit (ICU) is a critical challenge for healthcare administrators, as it impacts resource allocation, staffing, and patient care strategies. Traditional approaches often rely on structured clinical data, but recent developments in langu…

Cited by 0SourcePDFScholar
2020

Learning Domain Terms - Empirical Methods to Enhance Enterprise Text Analytics Performance

COLING 2020industry

Performance of standard text analytics algorithms are known to be substantially degraded on consumer generated data, which are often very noisy. These algorithms also do not work well on enterprise data which has a very different nature from News repositories, storybooks or Wikipedia data. Text clea…

Cited by 2SourcePDFScholar