CAT-Net: A cross-slice attention transformer model for prostate zonal segmentation in MRI ALY Hung, H Zheng, Q Miao, SS Raman, D Terzopoulos, K Sung IEEE transactions on medical imaging 42 (1), 291-303, 2022 | 28 | 2022 |
Multiparametric MRI-based radiomics model to predict pelvic lymph node invasion for patients with prostate cancer H Zheng, Q Miao, Y Liu, SA Mirak, M Hosseiny, F Scalzo, SS Raman, ... European radiology 32 (8), 5688-5699, 2022 | 24 | 2022 |
Textured-based deep learning in prostate cancer classification with 3t multiparametric MRI: comparison with PI-RADS-based classification Y Liu, H Zheng, Z Liang, Q Miao, WG Brisbane, LS Marks, SS Raman, ... Diagnostics 11 (10), 1785, 2021 | 21 | 2021 |
Integrative machine learning prediction of prostate biopsy results from negative multiparametric MRI H Zheng, Q Miao, Y Liu, SS Raman, F Scalzo, K Sung Journal of Magnetic Resonance Imaging 55 (1), 100-110, 2022 | 10 | 2022 |
Deep learning enables prostate MRI segmentation: a large cohort evaluation with inter-rater variability analysis Y Liu, Q Miao, C Surawech, H Zheng, D Nguyen, G Yang, SS Raman, ... Frontiers in Oncology 11, 801876, 2021 | 8 | 2021 |
Med-cDiff: Conditional medical image generation with diffusion models ALY Hung, K Zhao, H Zheng, R Yan, SS Raman, D Terzopoulos, K Sung Bioengineering 10 (11), 1258, 2023 | 6 | 2023 |
Oral-3Dv2: 3D Oral Reconstruction from Panoramic X-Ray Imaging with Implicit Neural Representation W Song, H Zheng, D Tu, C Liang, L He arXiv preprint arXiv:2303.12123, 2023 | 4* | 2023 |
AtPCa-Net: anatomical-aware prostate cancer detection network on multi-parametric MRI H Zheng, ALY Hung, Q Miao, W Song, F Scalzo, SS Raman, K Zhao, ... Scientific Reports 14 (1), 5740, 2024 | 2 | 2024 |
CSAM: A 2.5 D Cross-Slice Attention Module for Anisotropic Volumetric Medical Image Segmentation ALY Hung, H Zheng, K Zhao, X Du, K Pang, Q Miao, SS Raman, ... Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024 | 2 | 2024 |
PartDiff: image super-resolution with partial diffusion models K Zhao, ALY Hung, K Pang, H Zheng, K Sung arXiv preprint arXiv:2307.11926, 2023 | 2 | 2023 |
A Deep Learning-Based Framework for Highly Accelerated Prostate MR Dispersion Imaging K Zhao, K Pang, ALY Hung, H Zheng, R Yan, K Sung Cancers 16 (17), 2983, 2024 | | 2024 |
Cross-Slice Attention and Evidential Critical Loss for Uncertainty-Aware Prostate Cancer Detection ALY Hung, H Zheng, K Zhao, K Pang, D Terzopoulos, K Sung arXiv preprint arXiv:2407.01146, 2024 | | 2024 |
Artificial intelligence to predict T4 stage of pancreatic ductal adenocarcinoma using CT imaging Q Miao, X Wang, J Cui, H Zheng, Y Xie, K Zhu, R Chai, Y Jiang, D Feng, ... Computers in Biology and Medicine 171, 108125, 2024 | | 2024 |
Learning-Based Diagnostic Models Incorporating Imaging and Clinical Information H Zheng UCLA, 2024 | | 2024 |
Oral-NeXF: 3D Oral Reconstruction with Neural X-ray Field from Panoramic Imaging W Song, H Zheng, J Yang, C Liang, L He arXiv preprint, 2023 | | 2023 |
Integrative Radiomics Models To Predict Biopsy Results For Negative Prostate MRI H Zheng, Q Miao, SS Raman, F Scalzo, K Sung 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 877-881, 2021 | | 2021 |
Anatomical-aware Siamese Deep Network for Prostate Cancer Detection on Multi-parametric MRI H Zheng, M Qi, ALY Hung, K Zhao, S Raman, K Sung | | |
Accelerating DCE-MRI Analysis for Prostate Cancer Diagnosis with Deep Neural Networks K Zhao, H Zheng, K Sung | | |
Deep Learning-enabled Prostate Segmentation: Large Cohort Evaluation with Inter-Reader Variability Analysis Y Liu, M Qi, C Surawech, H Zheng, D Nguyen, G Yang, S Raman, K Sung | | |
A Framework for Characterizing Prostate Cancer Heterogeneity Using Voxel-Wise Co-Registered Ex Vivo MRI and Whole-Mount Histopathology Z Zhang, J Li, W Li, H Zheng, SA Mirak, S Shakeri, A Priester, C Magyar, ... | | |