| Lung nodule classification using deep features in CT images D Kumar, A Wong, DA Clausi 2015 12th conference on computer and robot vision, 133-138, 2015 | 434 | 2015 |
| Insightful classification of crystal structures using deep learning A Ziletti, D Kumar, M Scheffler, LM Ghiringhelli Nature communications 9 (1), 2775, 2018 | 295 | 2018 |
| Recipe recognition with large multimodal food dataset X Wang, D Kumar, N Thome, M Cord, F Precioso 2015 IEEE International Conference on Multimedia & Expo Workshops (ICMEW), 1-6, 2015 | 204 | 2015 |
| Discovery Radiomics for Pathologically-Proven Computed Tomography Lung Cancer Prediction D Kumar, A Chung, MJ Shaifee, F Khalvati, MA Haider, A Wong Image Analysis and Recognition: 14th International Conference, ICIAR 2017 …, 2017 | 83 | 2017 |
| Explaining the unexplained: A class-enhanced attentive response (clear) approach to understanding deep neural networks D Kumar, A Wong, GW Taylor Proceedings of the IEEE conference on computer vision and pattern …, 2017 | 80 | 2017 |
| Discovery radiomics with CLEAR-DR: interpretable computer aided diagnosis of diabetic retinopathy D Kumar, GW Taylor, A Wong IEEE Access 7, 25891-25896, 2019 | 33 | 2019 |
| Unsupervised domain adaptation in person re-id via k-reciprocal clustering and large-scale heterogeneous environment synthesis D Kumar, P Siva, P Marchwica, A Wong Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2020 | 22 | 2020 |
| Opening the black box of financial ai with clear-trade: A class-enhanced attentive response approach for explaining and visualizing deep learning-driven stock market prediction D Kumar, GW Taylor, A Wong arXiv preprint arXiv:1709.01574, 2017 | 22 | 2017 |
| Discovery radiomics for multi-parametric MRI prostate cancer detection AG Chung, MJ Shafiee, D Kumar, F Khalvati, MA Haider, A Wong arXiv preprint arXiv:1509.00111, 2015 | 22 | 2015 |
| SISC: End-to-End Interpretable Discovery Radiomics-Driven Lung Cancer Prediction via Stacked Interpretable Sequencing Cells D Kumar, V Sankar, D Clausi, GW Taylor, A Wong IEEE Access 7, 145444-145454, 2019 | 20 | 2019 |
| RUF: Effective sea ice floe segmentation using end-to-end RES-UNET-CRF with dual loss AS Nagi, D Kumar, D Sola, KA Scott Remote Sensing 13 (13), 2460, 2021 | 17 | 2021 |
| Discovery radiomics via stochasticnet sequencers for cancer detection MJ Shafiee, AG Chung, D Kumar, F Khalvati, M Haider, A Wong arXiv preprint arXiv:1511.03361, 2015 | 16 | 2015 |
| Constructive learning for human-robot interaction A Singh, S Karanam, D Kumar IEEE Potentials 32 (4), 13-19, 2013 | 16 | 2013 |
| Fairest of them all: Establishing a strong baseline for cross-domain person reid D Kumar, P Siva, P Marchwica, A Wong arXiv preprint arXiv:1907.12016, 2019 | 15 | 2019 |
| Taming the north: Multi-camera parallel tracking and mapping in snow-laden environments A Das, D Kumar, AE Bably, SL Waslander Field and Service Robotics: Results of the 10th International Conference …, 2016 | 12 | 2016 |
| Understanding anatomy classification through attentive response maps D Kumar, V Menkovski, GW Taylor, A Wong Biomedical Imaging (ISBI 2018), 2018 IEEE 15th International Symposium on …, 2018 | 9 | 2018 |
| An OMR based automatic music player A Singh, K Bacchuwar, A Choubey, D Kumar, S Karanam 2011 3rd International Conference on Computer Research and Development 1 …, 2011 | 9 | 2011 |
| Robust, generalizable, and interpretable artificial intelligence–derived brain fingerprints of autism and social communication symptom severity K Supekar, S Ryali, R Yuan, D Kumar, C de Los Angeles, V Menon Biological Psychiatry 92 (8), 643-653, 2022 | 6 | 2022 |
| Condition and viewpoint invariant omni-directional place recognition using cnn D Kumar, H Neher, A Das, DA Clausi, SL Waslander 2017 14th Conference on Computer and Robot Vision (CRV), 32-39, 2017 | 6 | 2017 |
| Discovery radiomics for imaging-driven quantitative personalized cancer decision support A Wong, AG Chung, D Kumar, MJ Shafiee, F Khalvati, M Haider Journal of Computational Vision and Imaging Systems 1 (1), 2015 | 6 | 2015 |
Alexander WongCanada Research Chair, FIET FInstP FRSPH FISDDE, Systems Design Engineering, University of WaterlooVerified email at uwaterloo.ca
