Table 1 Size distribution of different task datasets Alzheimer’s disease diagnosis task (AD-D) and ICU death prediction task (ICU) have sufficient samples, but the dataset of Alzheimer’s disease progression prediction task (AD-P) is small.

From: Toward a stable and low-resource PLM-based medical diagnostic system via prompt tuning and MoE structure

Task

Training data

Test data

AD-D

8993

2000

AD-P

539

80

ICU

118,922

24,261