| A multi-path 2.5 dimensional convolutional neural network system for segmenting stroke lesions in brain MRI images Y Xue, FG Farhat, O Boukrina, AM Barrett, JR Binder, UW Roshan, ... NeuroImage: Clinical 25, 102118, 2020 | 93 | 2020 |
| Brain tumor classification with tumor segmentations and a dual path residual convolutional neural network from MRI and pathology images Y Xue, Y Yang, FG Farhat, FY Shih, O Boukrina, AM Barrett, JR Binder, ... Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2020 | 29 | 2020 |
| Vessel lumen segmentation in internal carotid artery ultrasounds with deep convolutional neural networks M Xie, Y Li, Y Xue, R Shafritz, SA Rahimi, JW Ady, UW Roshan 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2019 | 24 | 2019 |
| A multi-path decoder network for brain tumor segmentation Y Xue, M Xie, FG Farhat, O Boukrina, AM Barrett, JR Binder, UW Roshan, ... Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2020 | 21 | 2020 |
| Two-stage and dual-decoder convolutional U-Net ensembles for reliable vessel and plaque segmentation in carotid ultrasound images M Xie, Y Li, Y Xue, L Huntress, W Beckerman, SA Rahimi, JW Ady, ... 2020 19th IEEE International Conference on Machine Learning and Applications …, 2020 | 20 | 2020 |
| Vessel lumen segmentation in carotid artery ultrasounds with the U-Net convolutional neural network M Xie, Y Li, Y Xue, L Huntress, W Beckerman, S Rahimi, J Ady, U Roshan 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2020 | 14 | 2020 |
| Stochastic coordinate descent for 01 loss and its sensitivity to adversarial attacks M Xie, Y Xue, U Roshan 2019 18th IEEE International Conference On Machine Learning And Applications …, 2019 | 14 | 2019 |
| Towards adversarial robustness with 01 loss neural networks Y Xue, M Xie, U Roshan 2020 19th IEEE International Conference on Machine Learning and Applications …, 2020 | 11 | 2020 |
| On the transferability of adversarial examples between convex and 01 loss models Y Xue, M Xie, U Roshan 2020 19th IEEE International Conference on Machine Learning and Applications …, 2020 | 10 | 2020 |
| Accurate and adversarially robust classification of medical images and ECG time-series with gradient-free trained sign activation neural networks Z Yang, Y Yang, Y Xue, FY Shih, J Ady, U Roshan 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2020 | 8 | 2020 |
| A fully 3D multi-path convolutional neural network with feature fusion and feature weighting for automatic lesion identification in brain MRI images Y Xue, M Xie, FG Farhat, O Boukrina, AM Barrett, JR Binder, UW Roshan, ... arXiv preprint arXiv:1907.07807, 2019 | 7 | 2019 |
| A cascaded neural network system for rating student performance in surgical knot tying simulation Y Xue, O Eletta, JW Ady, NM Patel, A Bongu, U Roshan 2023 IEEE 11th International Conference on Healthcare Informatics (ICHI), 58-64, 2023 | 2 | 2023 |
| Accuracy of white box and black box adversarial attacks on a sign activation 01 loss neural network ensemble Y Xue, U Roshan | 2 | 2023 |
| Defending against substitute model black box adversarial attacks with the 01 loss Y Xue, M Xie, U Roshan arXiv preprint arXiv:2009.09803, 2020 | 2 | 2020 |
| Image classification and retrieval with random depthwise signed convolutional neural networks Y Xue, U Roshan Advances in Computational Intelligence: 15th International Work-Conference …, 2019 | 2 | 2019 |
| An AI system for evaluating pass fail in fundamentals of laparoscopic surgery from live video in realtime with performative feedback Y Xue, A Hu, R Muralidhar, JW Ady, A Bongu, U Roshan 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2023 | 1 | 2023 |
| Challenges in predicting glioma survival time in multi-modal deep networks A Aljouie, Y Xue, M Xie, U Roshan 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2020 | 1 | 2020 |
| Robust binary classification with the 01 loss Y Xue, M Xie, U Roshan arXiv preprint arXiv:2002.03444, 2020 | 1 | 2020 |
| Accuracy of TextFooler black box adversarial attacks on 01 loss sign activation neural network ensemble Y Xue, U Roshan arXiv preprint arXiv:2402.07347, 2024 | | 2024 |
| Gradient Free Sign Activation Zero One Loss Neural Networks for Adversarially Robust Classification Y Xue New Jersey Institute of Technology, 2021 | | 2021 |
