Classification of Lung Pathologies in Neonates using Dual Tree Complex Wavelet Transform

no code implementations • 14 Feb 2023 • Sagarjit Aujla, Adel Mohamed, Ryan Tan, Randy Tan, Lei Gao, Naimul Khan, Karthikeyan Umapathy

Likewise, the proposed method achieved a maximum per-subject classification accuracy of 81. 53% with 43 DTCWT features and 3 clinical features using the balanced dataset and 64. 97% with 13 DTCWT features and 3 clinical features using the unbalanced dataset.

Image Classification Respiratory Failure

Locality Guided Neural Networks for Explainable Artificial Intelligence

no code implementations • 12 Jul 2020 • Randy Tan, Naimul Khan, Ling Guan

Heavily motivated by Self-Organizing Map (SOM), the goal is to enforce a local topology on each layer of a deep network such that neighbouring neurons are highly correlated with each other.

Explainable artificial intelligence Explainable Artificial Intelligence (XAI) +1