| High resolution histopathology image generation and segmentation through adversarial training W Li, J Li, J Polson, Z Wang, W Speier, C Arnold Medical Image Analysis 75, 102251, 2022 | 34 | 2022 |
| Semi-supervised learning based on generative adversarial network: a comparison between good GAN and bad GAN approach. W Li, Z Wang, J Li, J Polson, W Speier, CW Arnold CVPR Workshops, 1-11, 2019 | 34 | 2019 |
| Pathal: An active learning framework for histopathology image analysis W Li, J Li, Z Wang, J Polson, AE Sisk, DP Sajed, W Speier, CW Arnold IEEE transactions on medical imaging 41 (5), 1176-1187, 2021 | 29 | 2021 |
| Intra-domain task-adaptive transfer learning to determine acute ischemic stroke onset time H Zhang, JS Polson, K Nael, N Salamon, B Yoo, S El-Saden, F Scalzo, ... Computerized Medical Imaging and Graphics 90, 101926, 2021 | 27 | 2021 |
| Biomedical informatics on the cloud: a treasure hunt for advancing cardiovascular medicine P Ping, H Hermjakob, JS Polson, PV Benos, W Wang Circulation research 122 (9), 1290-1301, 2018 | 23 | 2018 |
| A machine learning approach to predict acute ischemic stroke thrombectomy reperfusion using discriminative MR image features H Zhang, J Polson, K Nael, N Salamon, B Yoo, W Speier, C Arnold 2021 IEEE EMBS International Conference on Biomedical and Health Informatics …, 2021 | 12 | 2021 |
| Identifying acute ischemic stroke patients within the thrombolytic treatment window using deep learning JS Polson, H Zhang, K Nael, N Salamon, BY Yoo, S El‐Saden, ... Journal of Neuroimaging 32 (6), 1153-1160, 2022 | 11 | 2022 |
| Multi-parametric radiomic model to predict 1p/19q co-deletion in patients with IDH-1 mutant glioma: added value to the T2-FLAIR mismatch sign S Kihira, A Derakhshani, M Leung, K Mahmoudi, A Bauer, H Zhang, ... Cancers 15 (4), 1037, 2023 | 8 | 2023 |
| Automated estimation of ischemic core volume on noncontrast-enhanced CT via machine learning IE Chen, B Tsui, H Zhang, JX Qiao, W Hsu, M Nour, N Salamon, ... Interventional Neuroradiology, 15910199221145487, 2022 | 5 | 2022 |
| Perfusion collateral index versus hypoperfusion intensity ratio in assessment of collaterals in patients with acute ischemic stroke B Tsui, IE Chen, M Nour, S Kihira, E Tavakkol, J Polson, H Zhang, J Qiao, ... American Journal of Neuroradiology 44 (11), 1249-1255, 2023 | 4 | 2023 |
| A semi-supervised learning framework to leverage proxy information for stroke MRI analysis J Polson, H Zhang, K Nael, N Salamon, B Yoo, N Kim, DW Kang, ... 2021 43rd Annual International Conference of the IEEE Engineering in …, 2021 | 4 | 2021 |
| A Protein-centric perspective of autophagy and apoptosis signaling and crosstalk in health and disease D Wang, J Lee, JS Polson, DA Liem, P Ping Biochemistry of Apoptosis and Autophagy, 1-22, 2022 | 2 | 2022 |
| Equipping physiologists with an informatics tool chest: toward an integerated mitochondrial phenome AO Garlid, JS Polson, KD Garlid, H Hermjakob, P Ping Pharmacology of Mitochondria, 377-401, 2017 | 2 | 2017 |
| A Deep Learning Approach to Predict Recanalization First-Pass Effect following Mechanical Thrombectomy in Patients with Acute Ischemic Stroke H Zhang, JS Polson, Z Wang, K Nael, NM Rao, WF Speier, CW Arnold American Journal of Neuroradiology, 2024 | 1 | 2024 |
| Predicting Thrombectomy Recanalization from CT Imaging Using Deep Learning Models H Zhang, JS Polson, EJ Yang, K Nael, W Speier, CW Arnold arXiv preprint arXiv:2302.04143, 2023 | 1 | 2023 |
| Pathology-Based Ischemic Stroke Etiology Classification via Clot Composition Guided Multiple Instance Learning M Pleasure, E Redekop, JS Polson, H Zhang, N Kaneko, W Speier, ... Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 1 | 2023 |
| Leveraging Clinical Imaging and Machine Learning Algorithms to Characterize Acute Ischemic Stroke Patients for Treatment Decision-Making JS Polson University of California, Los Angeles, 2023 | 1 | 2023 |
| Deep Learning Approaches to Identify Patients within the Thrombolytic Treatment Window JS Polson, H Zhang, K Nael, N Salamon, BY Yoo, S El-Saden, ... medRxiv, 2022.01. 26.22269260, 2022 | 1 | 2022 |
| Automated Assessment of the DWI-FLAIR Mismatch in Patients with Acute Ischemic Stroke: Added Value to Routine Clinical Practice E Tavakkol, S Kihira, M McArthur, J Polson, H Zhang, CW Arnold, B Yoo, ... American Journal of Neuroradiology 45 (5), 562-567, 2024 | | 2024 |
| Abstract TP97: Automated Assessment Of DWI-FLAIR Mismatch To Predict Stroke-onset Time E Tavakkol, S Kihira, M McArthur, P Ann, J Polson, H Zhang, C Arnold, ... Stroke 54 (Suppl_1), ATP97-ATP97, 2023 | | 2023 |