Dr. Quan Liu Profile

Dr. Quan Liu

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Publications (6)

Proceedings Article | 3 April 2024 Poster + Paper

Evaluation kidney layer segmentation on whole slide imaging using convolutional neural networks and transformers

Muhao Liu, Chenyang Qi, Shunxing Bao, Quan Liu, Ruining Deng, Yu Wang, Shilin Zhao, Haichun Yang, Yuankai Huo

Proceedings Volume 12933, 129331D (2024) https://doi.org/10.1117/12.3006865

KEYWORDS: Image segmentation, Transformers, Kidney, Performance modeling, Education and training, Visual process modeling, Deep learning, Data modeling, Tissues, Pathology

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Proceedings Article | 3 April 2024 Presentation + Paper

Spatial pathomics toolkit for quantitative analysis of podocyte nuclei with histology and spatial transcriptomics data in renal pathology

Jiayuan Chen, Yu Wang, Ruining Deng, Quan Liu, Can Cui, Tianyuan Yao, Yilin Liu, Jianyong Zhong, Agnes Fogo, Haichun Yang, Shilin Zhao, Yuankai Huo

Proceedings Volume 12933, 1293310 (2024) https://doi.org/10.1117/12.3006318

KEYWORDS: Feature extraction, Statistical analysis, Image segmentation, Pathology, Biological samples, Kidney, Cell phenotyping, Tumors, Injuries, Visualization

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Proceedings Article | 13 March 2024 Presentation

Meta-imagers for machine vision

Hanyu Zheng, Brandon Swartz, Quan Liu, Xiaomeng Zhang, Ivan Kravchenko, Gregory Forcherio, Yuankai Huo, Jason Valentine

Proceedings Volume PC12897, PC128970D (2024) https://doi.org/10.1117/12.3002606

KEYWORDS: Tunable filters, Hybrid optics, Design and modelling, Classification systems, Stochastic processes, Speckle, Optical networks, Imaging systems, Image segmentation, Digital image processing

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Proceedings Article | 4 April 2022 Poster + Paper

Eosinophilic esophagitis multi-label feature recognition on whole slide imaging using transfer learning

Yuxuan Shi, Quan Liu, Jiachen Xu, Zuhayr Asad, Can Cui, Hernán Correa, Yash Choksi, Girish Hiremath, Yuankai Huo

Proceedings Volume 12039, 1203919 (2022) https://doi.org/10.1117/12.2611521

KEYWORDS: Tissues, Distributed interactive simulations, Data modeling, Biopsy, Image segmentation, Performance modeling, Binary data, Visualization, Image processing, Image classification

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Proceedings Article | 4 April 2022 Poster + Paper

Integrate memory efficiency methods for self-supervised learning on pathological image analysis

Quan Liu, Bryan Millis, Zuhayr Asad, Can Cui, William Dean, Isabelle Smith, Christopher Madden, Joseph Roland, Jeffrey Zwerner, Shilin Zhao, Lee Wheless, Yuankai Huo

Proceedings Volume 12032, 120322M (2022) https://doi.org/10.1117/12.2607976

KEYWORDS: Data modeling, Performance modeling, Parallel computing, Image analysis, Instrument modeling, Process modeling, Pathology, Neural networks, Data processing, Skin cancer

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Proceedings Article | 15 February 2021 Presentation + Paper

GAN based unsupervised segmentation: should we match the exact number of objects

Quan Liu, Isabella Gaeta, Bryan Millis, Matthew Tyska, Yuankai Huo

Proceedings Volume 11596, 1159613 (2021) https://doi.org/10.1117/12.2580671

KEYWORDS: Image segmentation, Gallium nitride, Tissues, Medical imaging

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Showing 5 of 6 publications

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