60 citations · 70 across the 6 of their papers we have counts for
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cs.CL2025
Advancing Pancreatic Cancer Prediction with a Next Visit Token Prediction Head on top of Med-BERT
Jianping He, Laila Rasmy, Degui Zhi +1
Background: Recently, numerous foundation models pretrained on extensive data have demonstrated efficacy in disease prediction using Electronic Health Records (EHRs). However, ther…
cs.CL2024★ 1 cited
Prompting Large Language Models for Clinical Temporal Relation Extraction
Jianping He, Laila Rasmy, Haifang Li +5
Objective: This paper aims to prompt large language models (LLMs) for clinical temporal relation extraction (CTRE) in both few-shot and fully supervised settings. Materials and Met…
cs.CL2020★ 60 cited
Med-BERT: pre-trained contextualized embeddings on large-scale structured electronic health records for disease prediction
Laila Rasmy, Yang Xiang, Ziqian Xie +2
Deep learning (DL) based predictive models from electronic health records (EHR) deliver impressive performance in many clinical tasks. Large training cohorts, however, are often re…