| VinDr-CXR: An open dataset of chest X-rays with radiologist’s annotations HQ Nguyen, K Lam, LT Le, HH Pham, DQ Tran, DB Nguyen, DD Le, ... Scientific Data 9 (1), 429, 2022 | 304 | 2022 |
| A novel utilization of image registration techniques to process mastcam images in mars rover with applications to image fusion, pixel clustering, and anomaly detection B Ayhan, M Dao, C Kwan, HM Chen, JF Bell, R Kidd IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2017 | 92 | 2017 |
| VinDr-Mammo: A large-scale benchmark dataset for computer-aided diagnosis in full-field digital mammography HT Nguyen, HQ Nguyen, HH Pham, K Lam, LT Le, M Dao, V Vu Scientific Data 10 (1), 277, 2023 | 85 | 2023 |
| A joint sparsity approach to tunnel activity monitoring using high resolution satellite images M Dao, C Kwan, K Koperski, G Marchisio 2017 IEEE 8th Annual Ubiquitous Computing, Electronics and Mobile …, 2017 | 60 | 2017 |
| Burn scar detection using cloudy MODIS images via low-rank and sparsity-based models M Dao, C Kwan, B Ayhan, TD Tran 2016 IEEE global conference on signal and information processing (GlobalSIP …, 2016 | 50 | 2016 |
| Structured sparse priors for image classification U Srinivas, Y Suo, M Dao, V Monga, TD Tran IEEE Transactions on Image Processing 24 (6), 1763-1776, 2015 | 50 | 2015 |
| Pansharpening of Mastcam images C Kwan, B Budavari, M Dao, B Ayhan, JF Bell 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2017 | 48 | 2017 |
| Deep learning for effective detection of excavated soil related to illegal tunnel activities D Perez, D Banerjee, C Kwan, M Dao, Y Shen, K Koperski, G Marchisio, ... 2017 IEEE 8th Annual Ubiquitous Computing, Electronics and Mobile …, 2017 | 43 | 2017 |
| Enhancing mastcam images for mars rover mission M Dao, C Kwan, B Ayhan, JF Bell Advances in Neural Networks-ISNN 2017: 14th International Symposium, ISNN …, 2017 | 40 | 2017 |
| Deep learning with synthetic hyperspectral images for improved soil detection in multispectral imagery Y Lu, D Perez, M Dao, C Kwan, J Li 2018 9th IEEE annual ubiquitous computing, Electronics & Mobile …, 2018 | 38 | 2018 |
| Multi-task image classification via collaborative, hierarchical spike-and-slab priors HS Mousavi, U Srinivas, V Monga, Y Suo, M Dao, TD Tran 2014 IEEE international conference on image processing (ICIP), 4236-4240, 2014 | 38 | 2014 |
| VinDr-SpineXR: A deep learning framework for spinal lesions detection and classification from radiographs HT Nguyen, HH Pham, NT Nguyen, HQ Nguyen, TQ Huynh, M Dao, V Vu Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021 | 33 | 2021 |
| Collaborative multi-sensor classification via sparsity-based representation M Dao, NH Nguyen, NM Nasrabadi, TD Tran IEEE Transactions on Signal Processing 64 (9), 2400-2415, 2016 | 33 | 2016 |
| Group structured dirty dictionary learning for classification Y Suo, M Dao, T Tran, H Mousavi, U Srinivas, V Monga 2014 IEEE International Conference on Image Processing (ICIP), 150-154, 2014 | 30 | 2014 |
| Structured dictionary learning for classification Y Suo, M Dao, U Srinivas, V Monga, TD Tran arXiv preprint arXiv:1406.1943, 2014 | 30 | 2014 |
| New sparsity based pansharpening algorithms for hyperspectral images C Kwan, B Budavari, M Dao, J Zhou 2017 IEEE 8th Annual Ubiquitous Computing, Electronics and Mobile …, 2017 | 26 | 2017 |
| Mastcam image enhancement using estimated point spread functions C Kwan, M Dao, B Chou, LM Kwan, B Ayhan 2017 IEEE 8th Annual Ubiquitous Computing, Electronics and Mobile …, 2017 | 25 | 2017 |
| Real time compressive sensing video reconstruction in hardware G Orchard, J Zhang, Y Suo, M Dao, DT Nguyen, S Chin, C Posch, TD Tran, ... IEEE Journal on Emerging and Selected Topics in Circuits and Systems 2 (3 …, 2012 | 23 | 2012 |
| Joint sparse and low-rank model for radio-frequency interference suppression in ultra-wideband radar applications LH Nguyen, MD Dao, TD Tran 2014 48th Asilomar Conference on Signals, Systems and Computers, 864-868, 2014 | 19 | 2014 |
| An accurate and explainable deep learning system improves interobserver agreement in the interpretation of chest radiograph HH Pham, HQ Nguyen, HT Nguyen, LT Le, L Khanh IEEE Access 10, 104512-104531, 2022 | 18 | 2022 |
Trac D. TranProsessor of Electrical and Computer Engineering, Johns Hopkins UniversityVerified email at jhu.edu
