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Shiv Saidha
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Journal Articles
- 2022
- [j3]Yihao Liu, Aaron Carass, Lianrui Zuo, Yufan He, Shuo Han, Lorenzo Gregori, Sean Murray, Rohit Mishra, Jianqin Lei, Peter A. Calabresi, Shiv Saidha, Jerry L. Prince:
Disentangled Representation Learning for OCTA Vessel Segmentation With Limited Training Data. IEEE Trans. Medical Imaging 41(12): 3686-3698 (2022) - 2021
- [j2]Yufan He, Aaron Carass, Yihao Liu, Bruno M. Jedynak, Sharon D. Solomon, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince:
Structured layer surface segmentation for retina OCT using fully convolutional regression networks. Medical Image Anal. 68: 101856 (2021) - 2017
- [j1]Jeffrey Glaister, Aaron Carass, Tziona NessAiver, Joshua V. Stough, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince:
Thalamus segmentation using multi-modal feature classification: Validation and pilot study of an age-matched cohort. NeuroImage 158: 430-440 (2017)
Conference and Workshop Papers
- 2023
- [c13]Shuwen Wei, Yihao Liu, Zhangxing Bian, Yuli Wang, Lianrui Zuo, Peter A. Calabresi, Shiv Saidha, Jerry L. Prince, Aaron Carass:
Recurrent Self Fusion: Iterative Denoising for Consistent Retinal OCT Segmentation. OMIA@MICCAI 2023: 42-51 - 2022
- [c12]Yuan Xue, Blake E. Dewey, Lianrui Zuo, Shuo Han, Aaron Carass, Peiyu Duan, Samuel W. Remedios, Dzung L. Pham, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince:
Bi-directional Synthesis of Pre- and Post-contrast MRI via Guided Feature Disentanglement. SASHIMI@MICCAI 2022: 55-65 - 2020
- [c11]Yihao Liu, Lianrui Zuo, Aaron Carass, Yufan He, Angeliki Filippatou, Sharon D. Solomon, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince:
Variational intensity cross channel encoder for unsupervised vessel segmentation on OCT angiography. Image Processing 2020: 113130Y - [c10]Yufan He, Aaron Carass, Yihao Liu, Angeliki Filippatou, Bruno M. Jedynak, Sharon D. Solomon, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince:
Segmenting retinal OCT images with inter-B-scan and longitudinal information. Image Processing 2020: 113133C - [c9]Yufan He, Aaron Carass, Yihao Liu, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince:
Adversarial domain adaptation for multi-device retinal OCT segmentation. Image Processing 2020: 1131309 - 2019
- [c8]Yihao Liu, Aaron Carass, Angeliki Filippatou, Yufan He, Sharon D. Solomon, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince:
Projection Artifact Suppression For Inner Retina In Oct Angiography. ISBI 2019: 592-596 - [c7]Yufan He, Aaron Carass, Yihao Liu, Bruno M. Jedynak, Sharon D. Solomon, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince:
Fully Convolutional Boundary Regression for Retina OCT Segmentation. MICCAI (1) 2019: 120-128 - 2018
- [c6]Yihao Liu, Aaron Carass, Sharon D. Solomon, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince:
Multi-layer fast level set segmentation for macular OCT. ISBI 2018: 1445-1448 - [c5]Sureerat Reaungamornrat, Aaron Carass, Yufan He, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince:
Inter-scanner variation independent descriptors for constrained diffeomorphic demons registration of retina OCT. Image Processing 2018: 105741B - 2017
- [c4]Yufan He, Aaron Carass, Yeyi Yun, Can Zhao, Bruno M. Jedynak, Sharon D. Solomon, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince:
Towards Topological Correct Segmentation of Macular OCT from Cascaded FCNs. FIFI/OMIA@MICCAI 2017: 202-209 - 2016
- [c3]Bhavna Josephine Antony, Min Chen, Aaron Carass, Bruno M. Jedynak, Omar Al-Louzi, Sharon D. Solomon, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince:
Voxel based morphometry in optical coherence tomography: validation and core findings. Biomedical Applications in Molecular, Structural, and Functional Imaging 2016: 97880P - [c2]Bhavna Josephine Antony, Andrew Lang, Emily K. Swingle, Omar Al-Louzi, Aaron Carass, Sharon D. Solomon, Peter A. Calabresi, Shiv Saidha, Jerry L. Prince:
Simultaneous segmentation of retinal surfaces and microcystic macular edema in SDOCT volumes. Image Processing 2016: 97841C - 2015
- [c1]Emily K. Swingle, Andrew Lang, Aaron Carass, Omar Al-Louzi, Shiv Saidha, Jerry L. Prince, Peter A. Calabresi:
Segmentation of microcystic macular edema in Cirrus OCT scans with an exploratory longitudinal study. Biomedical Applications in Molecular, Structural, and Functional Imaging 2015: 94170P
Informal and Other Publications
- 2018
- [i1]Yufan He, Aaron Carass, Bruno M. Jedynak, Sharon D. Solomon, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince:
Topology guaranteed segmentation of the human retina from OCT using convolutional neural networks. CoRR abs/1803.05120 (2018)
Coauthor Index
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