7 citations · 11 across the 4 of their papers we have counts for
4 papers
Ensemble BERT for Medication Event Classification on Electronic Health Records (EHRs)
Shouvon Sarker, Xishuang Dong, Lijun Qian
Identification of key variables such as medications, diseases, relations from health records and clinical notes has a wide range of applications in the clinical domain. n2c2 2022 p…
Enhancing LLM Fine-tuning for Text-to-SQLs by SQL Quality Measurement
Shouvon Sarker, Xishuang Dong, Xiangfang Li +1
Text-to-SQLs enables non-expert users to effortlessly retrieve desired information from relational databases using natural language queries. While recent advancements, particularly…
Enhancing Deep Knowledge Tracing via Diffusion Models for Personalized Adaptive Learning
Ming Kuo, Shouvon Sarker, Lijun Qian +3
In contrast to pedagogies like evidence-based teaching, personalized adaptive learning (PAL) distinguishes itself by closely monitoring the progress of individual students and tail…
Medical Data Augmentation via ChatGPT: A Case Study on Medication Identification and Medication Event Classification
Shouvon Sarker, Lijun Qian, Xishuang Dong
The identification of key factors such as medications, diseases, and relationships within electronic health records and clinical notes has a wide range of applications in the clini…