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Ngiap Chuan Tan

2 accepted papers

2023

REFINE: A Fine-Grained Medication Recommendation System Using Deep Learning and Personalized Drug Interaction Modeling

NeurIPS 2023poster

Patients with co-morbidities often require multiple medications to manage their conditions. However, existing medication recommendation systems only offer class-level medications and regard all interactions among drugs to have the same level of severity. This limits their ability to provide personal…

Cited by 14SourcePDFScholar
2022

Chronic Disease Management with Personalized Lab Test Response Prediction

IJCAI 2022poster

Chronic disease management involves frequent administration of invasive lab procedures in order for clinicians to determine the best course of treatment regimes for these patients. However, patients are often put off by these invasive lab procedures and do not follow the appointment schedules. T…

Cited by 4SourcePDFScholar