3 papers
cs.AI2025
Decoding Plastic Toxicity: An Intelligent Framework for Conflict-Aware Relational Metapath Extraction from Scientific Abstracts
Sudeshna Jana, Manjira Sinha, Tirthankar Dasgupta
The widespread use of plastics and their persistence in the environment have led to the accumulation of micro- and nano-plastics across air, water, and soil, posing serious health…
cs.AI2025
StayLTC: A Cost-Effective Multimodal Framework for Hospital Length of Stay Forecasting
Sudeshna Jana, Manjira Sinha, Tirthankar Dasgupta
Accurate prediction of Length of Stay (LOS) in hospitals is crucial for improving healthcare services, resource management, and cost efficiency. This paper presents StayLTC, a mult…
cs.CL2024
Mapping Patient Trajectories: Understanding and Visualizing Sepsis Prognostic Pathways from Patients Clinical Narratives
Sudeshna Jana, Tirthankar Dasgupta, Lipika Dey
In recent years, healthcare professionals are increasingly emphasizing on personalized and evidence-based patient care through the exploration of prognostic pathways. To study this…