41 citations · 225 across the 43 of their papers we have counts for
Showing 2019Show all
3 papers · 1 filter
cs.LG2019★ 3 cited
AMI-Net+: A Novel Multi-Instance Neural Network for Medical Diagnosis from Incomplete and Imbalanced Data
Zeyuan Wang, Josiah Poon, Simon Poon
In medical real-world study (RWS), how to fully utilize the fragmentary and scarce information in model training to generate the solid diagnosis results is a challenging task. In t…
cs.LG2019★ 10 cited
Attention-based Multi-instance Neural Network for Medical Diagnosis from Incomplete and Low Quality Data
Zeyuan Wang, Josiah Poon, Shiding Sun +1
One way to extract patterns from clinical records is to consider each patient record as a bag with various number of instances in the form of symptoms. Medical diagnosis is to disc…
cs.LG2019★ 1 cited
CNN based Multi-Instance Multi-Task Learning for Syndrome Differentiation of Diabetic Patients
Zeyuan Wang, Josiah Poon, Shiding Sun +1
Syndrome differentiation in Traditional Chinese Medicine (TCM) is the process of understanding and reasoning body condition, which is the essential step and premise of effective tr…