Shiv Saidha

19 papers B 5Journal 5Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
UNISELF: A unified network with instance normalization and self-ensembled lesion fusion for multiple sclerosis lesion segmentation.
Medical Image Anal.
Jinwei Zhang, Lianrui Zuo, Blake E. Dewey, Samuel W. Remedios, Yihao Liu, Savannah Hays, Dzung L. Pham, Ellen M. Mowry, Scott D. Newsome, Peter A. Calabresi, Shiv Saidha, Aaron Carass, Jerry L. Prince
2025 — conf
Unsupervised OCT Image Interpolation Using Deformable Registration and generative models.
MICCAI (4)
Shuwen Wei, Samuel W. Remedios, Zhangxing Bian, Shimeng Wang, Junyu Chen, Yihao Liu, Bruno Jedynak, Tin Y. A. Liu, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince, Aaron Carass
2023 — conf
Recurrent Self Fusion: Iterative Denoising for Consistent Retinal OCT Segmentation.
OMIA@MICCAI
Shuwen Wei, Yihao Liu, Zhangxing Bian, Yuli Wang, Lianrui Zuo, Peter A. Calabresi, Shiv Saidha, Jerry L. Prince, Aaron Carass
2022 — conf
Bi-directional Synthesis of Pre- and Post-contrast MRI via Guided Feature Disentanglement.
SASHIMI@MICCAI
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
2022 J jnl
Disentangled Representation Learning for OCTA Vessel Segmentation With Limited Training Data.
IEEE Trans. Medical Imaging
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
2021 J jnl
Structured layer surface segmentation for retina OCT using fully convolutional regression networks.
Medical Image Anal.
Yufan He, Aaron Carass, Yihao Liu, Bruno M. Jedynak, Sharon D. Solomon, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince
2020 B conf
Adversarial domain adaptation for multi-device retinal OCT segmentation.
Image Processing
Yufan He, Aaron Carass, Yihao Liu, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince
2020 B conf
Segmenting retinal OCT images with inter-B-scan and longitudinal information.
Image Processing
Yufan He, Aaron Carass, Yihao Liu, Angeliki Filippatou, Bruno M. Jedynak, Sharon D. Solomon, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince
2020 B conf
Variational intensity cross channel encoder for unsupervised vessel segmentation on OCT angiography.
Image Processing
Yihao Liu, Lianrui Zuo, Aaron Carass, Yufan He, Angeliki Filippatou, Sharon D. Solomon, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince
2019 — conf
Fully Convolutional Boundary Regression for Retina OCT Segmentation.
MICCAI (1)
Yufan He, Aaron Carass, Yihao Liu, Bruno M. Jedynak, Sharon D. Solomon, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince
2019 — conf
Projection Artifact Suppression For Inner Retina In Oct Angiography.
ISBI
Yihao Liu, Aaron Carass, Angeliki Filippatou, Yufan He, Sharon D. Solomon, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince
2018 B conf
Inter-scanner variation independent descriptors for constrained diffeomorphic demons registration of retina OCT.
Image Processing
Sureerat Reaungamornrat, Aaron Carass, Yufan He, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince
2018 — conf
Multi-layer fast level set segmentation for macular OCT.
ISBI
Yihao Liu, Aaron Carass, Sharon D. Solomon, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince
2018 J jnl
Topology guaranteed segmentation of the human retina from OCT using convolutional neural networks.
CoRR
Yufan He, Aaron Carass, Bruno M. Jedynak, Sharon D. Solomon, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince
2017 J jnl
Thalamus segmentation using multi-modal feature classification: Validation and pilot study of an age-matched cohort.
NeuroImage
Jeffrey Glaister, Aaron Carass, Tziona NessAiver, Joshua V. Stough, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince
2017 — conf
Towards Topological Correct Segmentation of Macular OCT from Cascaded FCNs.
FIFI/OMIA@MICCAI
Yufan He, Aaron Carass, Yeyi Yun, Can Zhao, Bruno M. Jedynak, Sharon D. Solomon, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince
2016 B conf
Simultaneous segmentation of retinal surfaces and microcystic macular edema in SDOCT volumes.
Image Processing
Bhavna Josephine Antony, Andrew Lang, Emily K. Swingle, Omar Al-Louzi, Aaron Carass, Sharon D. Solomon, Peter A. Calabresi, Shiv Saidha, Jerry L. Prince
2016 — conf
Voxel based morphometry in optical coherence tomography: validation and core findings.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Bhavna Josephine Antony, Min Chen, Aaron Carass, Bruno M. Jedynak, Omar Al-Louzi, Sharon D. Solomon, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince
2015 — conf
Segmentation of microcystic macular edema in Cirrus OCT scans with an exploratory longitudinal study.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Emily K. Swingle, Andrew Lang, Aaron Carass, Omar Al-Louzi, Shiv Saidha, Jerry L. Prince, Peter A. Calabresi