P-Transformer: A Prompt-based Multimodal Transformer Architecture For Medical Tabular Data

no code implementations • 30 Mar 2023 • Yucheng Ruan, Xiang Lan, Daniel J. Tan, Hairil Rizal Abdullah, Mengling Feng

While deep learning approaches, particularly transformer-based models, have shown remarkable performance in tabular data prediction, there are still problems remained for existing work to be effectively adapted into medical domain, such as under-utilization of unstructured free-texts, limited exploration of textual information in structured data, and data corruption.

Multimodal Deep Learning Sentence