63 citations · 239 across the 76 of their papers we have counts for
4 papers · 1 filter
DANets: Deep Abstract Networks for Tabular Data Classification and Regression
Jintai Chen, Kuanlun Liao, Yao Wan +2
Tabular data are ubiquitous in real world applications. Although many commonly-used neural components (e.g., convolution) and extensible neural networks (e.g., ResNet) have been de…
Electrocardio Panorama: Synthesizing New ECG Views with Self-supervision
Jintai Chen, Xiangshang Zheng, Hongyun Yu +2
Multi-lead electrocardiogram (ECG) provides clinical information of heartbeats from several fixed viewpoints determined by the lead positioning. However, it is often not satisfacto…
Flow-Mixup: Classifying Multi-labeled Medical Images with Corrupted Labels
Jintai Chen, Hongyun Yu, Ruiwei Feng +2
In clinical practice, medical image interpretation often involves multi-labeled classification, since the affected parts of a patient tend to present multiple symptoms or comorbidi…
Doctor Imitator: Hand-Radiography-based Bone Age Assessment by Imitating Scoring Methods
Jintai Chen, Bohan Yu, Biwen Lei +3
Bone age assessment is challenging in clinical practice due to the complicated bone age assessment process. Current automatic bone age assessment methods were designed with rare co…