| Three-dimensional segmentation of fluid-associated abnormalities in retinal OCT: probability constrained graph-search-graph-cut X Chen, M Niemeijer, L Zhang, K Lee, MD Abràmoff, M Sonka IEEE transactions on medical imaging 31 (8), 1521-1531, 2012 | 194 | 2012 |
| Automated segmentation of the choroid from clinical SD-OCT L Zhang, K Lee, M Niemeijer, RF Mullins, M Sonka, MD Abramoff Investigative ophthalmology & visual science 53 (12), 7510-7519, 2012 | 147 | 2012 |
| Stratified sampling voxel classification for segmentation of intraretinal and subretinal fluid in longitudinal clinical OCT data X Xu, K Lee, L Zhang, M Sonka, MD Abràmoff IEEE transactions on medical imaging 34 (7), 1616-1623, 2015 | 85 | 2015 |
| Three-dimensional automated choroidal volume assessment on standard spectral-domain optical coherence tomography and correlation with the level of diabetic macular edema BS Gerendas, SM Waldstein, C Simader, G Deak, B Hajnajeeb, L Zhang, ... American journal of ophthalmology 158 (5), 1039-1048. e1, 2014 | 83 | 2014 |
| Multi-level Domain Adaptive learning for Cross-Domain Detection R Xie, F Yu, J Wang, Y Wang, L Zhang Proceedings of the IEEE International Conference on Computer Vision …, 2019 | 81 | 2019 |
| Validity of automated choroidal segmentation in SS-OCT and SD-OCT L Zhang, GHS Buitendijk, K Lee, M Sonka, H Springelkamp, A Hofman, ... Investigative ophthalmology & visual science 56 (5), 3202-3211, 2015 | 76 | 2015 |
| Quantification of external limiting membrane disruption caused by diabetic macular edema from SD-OCT X Chen, L Zhang, EH Sohn, K Lee, M Niemeijer, J Chen, M Sonka, ... Investigative ophthalmology & visual science 53 (13), 8042-8048, 2012 | 43 | 2012 |
| Choroidal thickness maps from spectral domain and swept source optical coherence tomography: algorithmic versus ground truth annotation AM Philip, BS Gerendas, L Zhang, H Faatz, D Podkowinski, H Bogunovic, ... British Journal of Ophthalmology 100 (10), 1372-1376, 2016 | 40 | 2016 |
| DAST: Unsupervised Domain Adaptation in Semantic Segmentation Based on Discriminator Attention and Self-Training F Yu, M Zhang, H Dong, S Hu, B Dong, L Zhang AAAI, 2021 | 37 | 2021 |
| Annotation-Free Cardiac Vessel Segmentation via Knowledge Transfer from Retinal Images F Yu, J Zhao, Y Gong, Z Wang, Y Li, F Yang, B Dong, Q Li, L Zhang International Conference on Medical Image Computing and Computer-Assisted …, 2019 | 31 | 2019 |
| Comparison of Retinal and Choriocapillaris Thicknesses Following Sitting to Supine Transition in Healthy Individuals and Patients With Age-Related Macular Degeneration DRP Almeida, L Zhang, EK Chin, RF Mullins, M Kucukevcilioglu, ... JAMA ophthalmology 133 (3), 297-303, 2015 | 31 | 2015 |
| Automated segmentation of cervical nuclei in pap smear images using deformable multi-path ensemble model J Zhao, Q Li, X Li, H Li, L Zhang 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019 | 30 | 2019 |
| Optimal retinal cyst segmentation from OCT images I Oguz, L Zhang, MD Abràmoff, M Sonka Medical Imaging 2016: Image Processing 9784, 97841E, 2016 | 27 | 2016 |
| Deep learning combined with radiomics may optimize the prediction in differentiating high-grade lung adenocarcinomas in ground glass opacity lesions on CT scans X Wang, L Zhang, X Yang, L Tang, J Zhao, G Chen, X Li, S Yan, S Li, ... European Journal of Radiology, 109150, 2020 | 25 | 2020 |
| Quantifying disrupted outer retinal-subretinal layer in SD-OCT images in choroidal neovascularization L Zhang, M Sonka, JC Folk, SR Russell, MD Abramoff Investigative ophthalmology & visual science 55 (4), 2329-2335, 2014 | 25 | 2014 |
| Simultaneous registration of location and orientation in intravascular ultrasound pullbacks pairs via 3D graph-based optimization L Zhang, A Wahle, Z Chen, L Zhang, RW Downe, T Kovarnik, M Sonka IEEE transactions on medical imaging 34 (12), 2550-2561, 2015 | 24 | 2015 |
| Prediction of treatment response from retinal OCT in patients with exudative age-related macular degeneration H Bogunovic, MD Abramoff, L Zhang, M Sonka University of Iowa, 2014 | 24 | 2014 |
| PGU-net+: Progressive Growing of U-net+ for Automated Cervical Nuclei Segmentation J Zhao, L Dai, M Zhang, F Yu, M Li, H Li, W Wang, L Zhang International Workshop on Multiscale Multimodal Medical Imaging, 51-58, 2019 | 22 | 2019 |
| Dysfunctional autonomic regulation of the choroid in central serous chorioretinopathy CN Roybal, E Sledz, Y Elshatory, L Zhang, DRP Almeida, EK Chin, ... Retina 38 (6), 1205-1210, 2018 | 21 | 2018 |
| Automated Segmentation of Pulmonary Lobes using Coordination-Guided Deep Neural Networks W Wang, J Chen, J Zhao, Y Chi, X Xie, L Zhang, X Hua arXiv preprint arXiv:1904.09106, 2019 | 20 | 2019 |
Michael D. AbramoffProfessor of Ophthalmology and Visual Sciences, Electrical and Computer Engineering and Biomedical EngineeringVerified email at uiowa.edu
