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

Finding Quantum Critical Points with Neural-Network Quantum States

no code implementations • 7 Feb 2020 • Remmy Zen, Long My, Ryan Tan, Frederic Hebert, Mario Gattobigio, Christian Miniatura, Dario Poletti, Stephane Bressan

Finding the precise location of quantum critical points is of particular importance to characterise quantum many-body systems at zero temperature.

Transfer Learning