Publications

2026

  1. Three-dimensional high-content imaging of unstained soft tissue with subcellular resolution using a laboratory-based X-ray microscope
    Michela Esposito, Alberto Astolfo, Yang Zhou, Ian Buchanan, Alexei Teplov, John Ciaran Hutchinson, Marco Endrizzi, Alexandra Egido Vinogradova, Olga Makarova, Ralu Divan, others
    Proceedings of the National Academy of Sciences, 2026
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  2. The Human Organ Atlas
    Claire L Walsh, Joseph Brunet, David Stansby, Guillaume Gaisné, Yang Zhou, Maximilian Ackermann, Alexandre Bellier, Camille Berruyer, Axel Bocciarelli, Marjolaine Bodin, others
    Science Advances, 2026
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  3. Multiscale segmentation using hierarchical phase-contrast tomography and deep learning
    Yang Zhou, Shahab Aslani, Yousef Javanmardi, Joseph Brunet, David Stansby, Saskia Carroll, Alexandre Bellier, Maximilian Ackermann, Paul Tafforeau, Peter D Lee, others
    PLOS Computational Biology, 2026
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2025

  1. Mapping the arterial vascular network in an intact human kidney using hierarchical phase-contrast tomography
    Shahrokh Rahmani, Daniyal J Jafree, Peter D Lee, Paul Tafforeau, Joseph Brunet, Sonal Nandanwar, Yang Zhou, Joseph Jacob, Alexandre Bellier, Maximilian Ackermann, others
    npj Imaging, 2025
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2024

  1. Deep learning for 3D vascular segmentation in hierarchical phase contrast tomography: a case study on kidney
    Ekin Yagis, Shahab Aslani, Yashvardhan Jain, Yang Zhou, Shahrokh Rahmani, Joseph Brunet, Alexandre Bellier, Christopher Werlein, Maximilian Ackermann, Danny Jonigk, others
    Scientific Reports, 2024
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2022

  1. Discovering unknowns: Context-enhanced anomaly detection for curiosity-driven autonomous underwater exploration
    Yang Zhou, Baihua Li, Jiangtao Wang, Emanuele Rocco, Qinggang Meng
    Pattern Recognition, 2022
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2020

  1. Compact and fast underwater segmentation network for autonomous underwater vehicles
    Jiangtao Wang, Baihua Li, Yang Zhou, Emanuele Rocco, Qinggang Meng
    Proceedings of the Asian Conference on Computer Vision, 2020
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  2. Real-time and embedded compact deep neural networks for seagrass monitoring
    Jiangtao Wang, Baihua Li, Yang Zhou, Qinggang Meng, Sante Francesco Rende, Emanuele Rocco
    IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2020
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2019

  1. Underwater scene segmentation by deep neural network
    Yang Zhou, Jiangtao Wang, Baihua Li, Qinggang Meng, Emanuele Rocco, Andrea Saiani
    UK-RAS19 Conference, 2019
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