Malinda Vania

Recent advances in the application of deep learning for fault diagnosis of rotating machinery using vibration signals

Bayu Adhi Tama, Malinda Vania, Seung‐Chul Lee et al. · Artificial Intelligence Review · 2022 · 246 citations · Full text

Fault Diagnosis, Engineering, Machine Learning +17

Automatic spine segmentation from CT images using Convolutional Neural Network via redundant generation of class labels

Malinda Vania, Dawit Mureja, Deukhee Lee · Journal of Computational Design and Engineering · 2019 · 101 citations · Full text

Convolutional Neural Network, Medical Image Segmentation, Engineering +22

Intervertebral disc instance segmentation using a multistage optimization mask-RCNN (MOM-RCNN)

Malinda Vania, Deukhee Lee · Journal of Computational Design and Engineering · 2021 · 33 citations · Full text

Convolutional Neural Network, Medical Image Segmentation, Engineering +22

Semi-Supervised Learning for Low-Dose CT Image Restoration with Hierarchical Deep Generative Adversarial Network (HD-GAN)

Kihwan Choi, Malinda Vania, Sung‐Won Kim · 2019 · 23 citations

Computed Tomography, Image Reconstruction, Engineering +18

An EfficientNet-Based Weighted Ensemble Model for Industrial Machine Malfunction Detection Using Acoustic Signals

Bayu Adhi Tama, Malinda Vania, Iljung Kim et al. · IEEE Access · 2022 · 22 citations · Full text

Fault Diagnosis, Engineering, Machine Learning +21