5 citations · 11 across the 9 of their papers we have counts for
5 papers · 1 filter
anyECG-chat: A Generalist ECG-MLLM for Flexible ECG Input and Multi-Task Understanding
Haitao Li, Ziyu Li, Yiheng Mao +3
The advent of multimodal large language models (MLLMs) has sparked interest in their application to electrocardiogram (ECG) analysis. However, existing ECG-focused MLLMs primarily…
De-biased Multimodal Electrocardiogram Analysis
Haitao Li, Ziyu Li, Yiheng Mao +3
Multimodal large language models (MLLMs) are increasingly being applied in the medical field, particularly in medical imaging. However, developing MLLMs for ECG signals, which are…
Conversational Disease Diagnosis via External Planner-Controlled Large Language Models
Zhoujian Sun, Cheng Luo, Ziyi Liu +1
The development of large language models (LLMs) has brought unprecedented possibilities for artificial intelligence (AI) based medical diagnosis. However, the application perspecti…
Replicating Complex Dialogue Policy of Humans via Offline Imitation Learning with Supervised Regularization
Zhoujian Sun, Chenyang Zhao, Zhengxing Huang +1
Policy learning (PL) is a module of a task-oriented dialogue system that trains an agent to make actions in each dialogue turn. Imitating human action is a fundamental problem of P…
On Tracking Dialogue State by Inheriting Slot Values in Mentioned Slot Pools
Zhoujian Sun, Zhengxing Huang, Nai Ding
Dialogue state tracking (DST) is a component of the task-oriented dialogue system. It is responsible for extracting and managing slot values according to dialogue utterances, where…