338 citations · 604 across the 6 of their papers we have counts for
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cs.CL2021★ 5 cited
Three-level Hierarchical Transformer Networks for Long-sequence and Multiple Clinical Documents Classification
Yuqi Si, Kirk Roberts
We present a Three-level Hierarchical Transformer Network (3-level-HTN) for modeling long-term dependencies across clinical notes for the purpose of patient-level prediction. The n…
cs.CL2021★ 10 cited
Generalized and Transferable Patient Language Representation for Phenotyping with Limited Data
Yuqi Si, Elmer V Bernstam, Kirk Roberts
The paradigm of representation learning through transfer learning has the potential to greatly enhance clinical natural language processing. In this work, we propose a multi-task p…