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Muxuan Liang
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2020 – today
- 2024
- [j6]Muhammad Imran
, Brianna Nguyen, Jake Pensa
Image registration of in vivo micro-ultrasound and ex vivo pseudo-whole mount histopathology images of the prostate: A proof-of-concept study. Biomed. Signal Process. Control. 96: 106657 (2024) - [j5]Hongxu Jiang, Muhammad Imran
MicroSegNet: A deep learning approach for prostate segmentation on micro-ultrasound images. Comput. Medical Imaging Graph. 112: 102326 (2024) - [i3]Hongxu Jiang, Muhammad Imran, Linhai Ma, Teng Zhang, Yuyin Zhou, Muxuan Liang, Kuang Gong, Wei Shao:
Fast-DDPM: Fast Denoising Diffusion Probabilistic Models for Medical Image-to-Image Generation. CoRR abs/2405.14802 (2024) - 2023
- [i2]Muhammad Imran, Brianna Nguyen, Jake Pensa, Sara M. Falzarano, Anthony E. Sisk, Muxuan Liang, John Michael DiBianco, Li-Ming Su, Yuyin Zhou, Wayne G. Brisbane, Wei Shao:
Image Registration of In Vivo Micro-Ultrasound and Ex Vivo Pseudo-Whole Mount Histopathology Images of the Prostate: A Proof-of-Concept Study. CoRR abs/2305.19939 (2023) - [i1]Hongxu Jiang, Muhammad Imran, Preethika Muralidharan, Anjali Patel, Jake Pensa, Muxuan Liang, Tarik Benidir, Joseph R. Grajo, Jason P. Joseph, Russell Terry
MicroSegNet: A Deep Learning Approach for Prostate Segmentation on Micro-Ultrasound Images. CoRR abs/2305.19956 (2023) - 2022
- [j4]Muxuan Liang, Young-Geun Choi, Yang Ning, Maureen A. Smith, Ying-Qi Zhao:
Estimation and inference on high-dimensional individualized treatment rule in observational data using split-and-pooled de-correlated score. J. Mach. Learn. Res. 23: 262:1-262:65 (2022)
2010 – 2019
- 2018
- [j3]Xiang Zhong
On the effect of electronic patient portal on primary care utilization and appointment adherence. BMC Medical Informatics Decis. Mak. 18(1): 84:1-84:12 (2018) - 2017
- [j2]Sai Zhang
Elastic restricted Boltzmann machines for cancer data analysis. Quant. Biol. 5(2): 159-172 (2017) - 2015
- [j1]Muxuan Liang
Integrative Data Analysis of Multi-Platform Cancer Data with a Multimodal Deep Learning Approach. IEEE ACM Trans. Comput. Biol. Bioinform. 12(4): 928-937 (2015)
Coauthor Index
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