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Tianyuan Yao
Tianyuan Yao
Verified email at vanderbilt.edu
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Cited by
Year
Segment anything model (sam) for digital pathology: Assess zero-shot segmentation on whole slide imaging
R Deng, C Cui, Q Liu, T Yao, LW Remedios, S Bao, BA Landman, ...
arXiv preprint arXiv:2304.04155, 2023
2062023
VoxelEmbed: 3D instance segmentation and tracking with voxel embedding based deep learning
M Zhao, Q Liu, A Jha, R Deng, T Yao, A Mahadevan-Jansen, MJ Tyska, ...
Machine Learning in Medical Imaging: 12th International Workshop, MLMI 2021 …, 2021
1122021
Simtriplet: Simple triplet representation learning with a single gpu
Q Liu, PC Louis, Y Lu, A Jha, M Zhao, R Deng, T Yao, JT Roland, H Yang, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021
442021
Compound figure separation of biomedical images with side loss
T Yao, C Qu, Q Liu, R Deng, Y Tian, J Xu, A Jha, S Bao, M Zhao, AB Fogo, ...
Deep Generative Models, and Data Augmentation, Labelling, and Imperfections …, 2021
402021
All-in-sam: from weak annotation to pixel-wise nuclei segmentation with prompt-based finetuning
C Cui, R Deng, Q Liu, T Yao, S Bao, LW Remedios, BA Landman, Y Tang, ...
Journal of Physics: Conference Series 2722 (1), 012012, 2024
362024
Deep generative models, and data augmentation, labelling, and imperfections
T Yao, C Qu, Q Liu, R Deng, Y Tian, J Xu, A Jha, S Bao, M Zhao, A Fogo
Deep Generative Models, and Data Augmentation, Labelling, and Imperfections …, 2021
252021
Omni-seg: A scale-aware dynamic network for renal pathological image segmentation
R Deng, Q Liu, C Cui, T Yao, J Long, Z Asad, RM Womick, Z Zhu, AB Fogo, ...
IEEE Transactions on Biomedical Engineering 70 (9), 2636-2644, 2023
232023
Segment anything model (sam) for digital pathology: Assess zero-shot segmentation on whole slide imaging. arXiv 2023
R Deng, C Cui, Q Liu, T Yao, LW Remedios, S Bao, BA Landman, ...
arXiv preprint arXiv:2304.04155, 0
12
Glo-In-One: holistic glomerular detection, segmentation, and lesion characterization with large-scale web image mining
T Yao, Y Lu, J Long, A Jha, Z Zhu, Z Asad, H Yang, AB Fogo, Y Huo
Journal of Medical Imaging 9 (5), 052408-052408, 2022
112022
A Unified Learning Model for Estimating Fiber Orientation Distribution Functions on Heterogeneous Multi-shell Diffusion-Weighted MRI
T Yao, N Newlin, P Kanakaraj, V Nath, LY Cai, K Ramadass, K Schilling, ...
International Workshop on Computational Diffusion MRI, 13-22, 2023
82023
Comparing voxel-and feature-wise harmonization of complex graph measures from multiple sites for structural brain network investigation of aging
NR Newlin, LY Cai, T Yao, D Archer, KR Pechman, KG Schilling, ...
Proceedings of SPIE--the International Society for Optical Engineering 12464 …, 2023
82023
Enhancing thoracic disease detection using chest X-rays from PubMed Central Open Access
M Lin, B Hou, S Mishra, T Yao, Y Huo, Q Yang, F Wang, G Shih, Y Peng
Computers in biology and medicine 159, 106962, 2023
52023
HoloHisto: end-to-end gigapixel WSI segmentation with 4K resolution sequential tokenization
Y Tang, Y He, V Nath, P Guo, R Deng, T Yao, Q Liu, C Cui, M Yin, Z Xu, ...
arXiv preprint arXiv:2407.03307, 2024
42024
DeepN4: Learning N4ITK Bias Field Correction for T1-weighted Images
P Kanakaraj, T Yao, LY Cai, HH Lee, NR Newlin, ME Kim, C Gao, ...
Neuroinformatics 22 (2), 193-205, 2024
42024
PrPSeg: Universal Proposition Learning for Panoramic Renal Pathology Segmentation
R Deng, Q Liu, C Cui, T Yao, J Yue, J Xiong, L Yu, Y Wu, M Yin, Y Wang, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
42024
Deep constrained spherical deconvolution for robust harmonization
T Yao, F Rheault, LY Cai, V Nath, Z Asad, N Newlin, C Cui, R Deng, ...
Medical Imaging 2023: Image Processing 12464, 177-184, 2023
42023
Spatial pathomics toolkit for quantitative analysis of podocyte nuclei with histology and spatial transcriptomics data in renal pathology
J Chen, Y Wang, R Deng, Q Liu, C Cui, T Yao, Y Liu, J Zhong, AB Fogo, ...
Medical Imaging 2024: Digital and Computational Pathology 12933, 252-260, 2024
32024
Robust fiber orientation distribution function estimation using deep constrained spherical deconvolution for diffusion-weighted magnetic resonance imaging
T Yao, F Rheault, LY Cai, V Nath, Z Asad, N Newlin, C Cui, R Deng, ...
Journal of Medical Imaging 11 (1), 014005-014005, 2024
32024
Robust fiber orientation distribution function estimation using deep constrained spherical deconvolution for diffusion-weighted magnetic resonance imaging
T Yao, F Rheault, LY Cai, Z Asad, N Newlin, C Cui, R Deng, K Ramadass, ...
arXiv preprint arXiv:2306.02900, 2023
32023
Holistic fine-grained global glomerulosclerosis characterization: from detection to unbalanced classification
Y Lu, H Yang, Z Asad, Z Zhu, T Yao, J Xu, AB Fogo, Y Huo
Journal of Medical Imaging 9 (1), 014005-014005, 2022
32022
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