17 citations · 44 across the 7 of their papers we have counts for
4 papers · 1 filter
Learning Order Parameters from Videos of Dynamical Phases for Skyrmions with Neural Networks
Weidi Wang, Zeyuan Wang, Yinghui Zhang +2
The ability to recognize dynamical phenomena (e.g., dynamical phases) and dynamical processes in physical events from videos, then to abstract physical concepts and reveal physical…
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…
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…
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…