| Automatic spine segmentation from CT images using convolutional neural network via redundant generation of class labels M Vania, D Mureja, D Lee Journal of Computational Design and Engineering 6 (2), 224-232, 2019 | 104 | 2019 |
| Recent advances in the application of deep learning for fault diagnosis of rotating machinery using vibration signals BA Tama, M Vania, S Lee, S Lim Artificial Intelligence Review 56 (5), 4667-4709, 2023 | 56 | 2023 |
| Intervertebral disc instance segmentation using a multistage optimization mask-RCNN (MOM-RCNN) M Vania, D Lee Journal of Computational Design and Engineering 8 (4), 1023-1036, 2021 | 30 | 2021 |
| Semi-supervised learning for low-dose CT image restoration with hierarchical deep generative adversarial network (HD-GAN) K Choi, M Vania, S Kim 2019 41st annual international conference of the IEEE engineering in …, 2019 | 22 | 2019 |
| Three dimensional microrobot tracking using learning-based system JP Bae, S Yoon, M Vania, D Lee International Journal of Control, Automation and Systems 18 (1), 21-28, 2020 | 13 | 2020 |
| Automatic spine segmentation using convolutional neural network via redundant generation of class labels for 3D spine modeling M Vania, D Mureja, D Lee arXiv preprint arXiv:1712.01640, 2017 | 11 | 2017 |
| An efficientnet-based weighted ensemble model for industrial machine malfunction detection using acoustic signals BA Tama, M Vania, I Kim, S Lim IEEE Access 10, 34625-34636, 2022 | 9 | 2022 |
| Lumbar vertebrae synthetic segmentation in computed tomography images using hybrid deep generative adversarial networks V Malinda, D Lee 2020 42nd Annual International Conference of the IEEE Engineering in …, 2020 | 5 | 2020 |
| Recent Advances in Applying Machine Learning and Deep Learning to Detect Upper Gastrointestinal Tract Lesions M Vania, BA Tama, H Maulahela, S Lim IEEE Access, 2023 | 3 | 2023 |
| Automatic multisegmentation of abdominal organs by level set with weighted global and local forces M Vania, S Kim, D Lee 2016 IEEE EMBS International Student Conference (ISC), 1-4, 2016 | 2 | 2016 |
| A method for fluoroscopy based navigation system to assist needle insertion concerning reduced radiation exposure for endoscopic disc surgery J Park, HM Yoon, S Yoon, M Vania, D Lee 2015 15th International Conference on Control, Automation and Systems (ICCAS …, 2015 | 2 | 2015 |
| Spatiotemporal Free-Form Registration Method Assisted by a Minimum Spanning Tree During Discontinuous Transformations JP Bae, S Yoon, M Vania, D Lee Journal of Digital Imaging 34 (1), 190-203, 2021 | | 2021 |
| Cascaded Regression-Based Segmentation of Cardiac CT under Probabilistic Correspondences JP Bae, M Vania, S Yoon, S Cheon, CH Yoon, D Lee Applied Sciences 10 (14), 4947, 2020 | | 2020 |
| Medical Imaging Reconstruction of Low Dose-CT (LDCT) using Cycle GAN M Vania, D Lee Computational Design & Engineering 2018, 2018 | | 2018 |
| Patch Based Convolutional Neural Network for Automated Cone Beam Computed Tomography Bone Segmentation M Vania, D Lee International Symposium on Computational Design & Engineering, 2017 | | 2017 |
| Convolutional Neural Network for Automated Maxillofacial Cone Beam Computed Tomography Segmentation M Vania, D Lee | | 2017 |
