publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2024

  1. JBO
    Deep-learning-based image super-resolution of an end-expandable optical fiber probe for application in esophageal cancer diagnostics
    Xiaohui Zhang, Mimi Tan, Mansour Nabil, Richa Shukla, Shaleen Vasavada, Sharmila Anandasabapathy, Mark A Anastasio, and Elena Petrova
    Journal of Biomedical Optics 2024

2023

  1. ML4H
    Diffusion Model-Based Data Augmentation for Lung Ultrasound Classification with Limited Data
    Xiaohui Zhang, Ahana Gangopadhyay, Hsi-Ming Chang, and Ravi Soni
    In Machine Learning for Health (ML4H) 2023
  2. SPIE PW
    Attention-based CNN-BiLSTM for sleep state classification of spatiotemporal wide-field calcium imaging data
    Xiaohui Zhang, Eric C. Landsness, Joseph P. Culver, Jin-Moo Lee, and Mark A. Anastasio
    In Neural Imaging and Sensing 2023 2023
  3. EnvAdv
    A machine learning approach to elucidating PFOS-induced alterations of repressive epigenetic markers with single-cell imaging
    Wenjie Liu, Xiaohui Zhang, Yi Wen, Mark A Anastasio, and Joseph Irudayaraj
    Environmental Advances 2023
  4. MIA
    Joint localization and classification of breast tumors on ultrasound images using a novel auxiliary attention-based framework
    Zong Fan, Ping Gong, Shanshan Tang, Christine U Lee, Xiaohui Zhang, Pengfei Song, Shigao Chen, and Hua Li
    Medical Image Analysis 2023

2022

  1. uP
    Validation of Deep Learning-based Sleep State Classification
    Wei Chen, Xiaohui Zhang, Hanyang Miao, Michelle J. Tang, Mark Anastasio, Joseph Culver, Jin-Moo Lee, and Eric C. Landsness
    2022
  2. Cereb. Cortex
    A Multivariate Functional Connectivity Approach to Mapping Brain Networks and Imputing Neural Activity in Mice
    Lindsey M Brier, Xiaohui Zhang, Annie R Bice, Seana H Gaines, Eric C Landsness, Jin-Moo Lee, Mark A Anastasio, and Joseph P Culver
    Cerebral Cortex 2022
  3. JNM
    Automated sleep state classification of wide-field calcium imaging data via multiplex visibility graphs and deep learning
    Xiaohui Zhang, Eric C Landsness, Wei Chen, Hanyang Miao, Michelle Tang, Lindsey M Brier, Joseph P Culver, Jin-Moo Lee, and Mark A Anastasio
    Journal of neuroscience methods 2022
    Code
  4. SPIE PW
    Identifying functional brain networks from spatial-temporal wide-field calcium imaging data via a recurrent autoencoder
    Xiaohui Zhang, Eric C Landsness, Joseph P Culver, and Mark A Anastasio
    In Neural Imaging and Sensing 2022 2022
  5. arXiv
    A novel adversarial learning strategy for medical image classification
    Zong Fan, Xiaohui Zhang, Jacob A Gasienica, Jennifer Potts, Su Ruan, Wade Thorstad, Hiram Gay, Xiaowei Wang, and Hua Li
    arXiv preprint arXiv:2206.11501 2022
  6. ACS Nano
    Dynamic Heterochromatin States in Anisotropic Nuclei of Cells on Aligned Nanofibers
    Wenjie Liu, Abinash Padhi, Xiaohui Zhang, Jairaj Narendran, Mark A Anastasio, Amrinder S Nain, and Joseph Irudayaraj
    ACS nano 2022

2021

  1. SPIE MI
    Task-based evaluation of deep image super-resolution in medical imaging
    Varun A Kelkar, Xiaohui Zhang, Jason Granstedt, Hua Li, and Mark A Anastasio
    In Medical Imaging 2021: Image Perception, Observer Performance, and Technology Assessment 2021
  2. Sci. Adv.
    3D microscopy and deep learning reveal the heterogeneity of crown-like structure microenvironments in intact adipose tissue
    Junlong Geng, Xiaohui Zhang, Suma Prabhu, Sayyed Hamed Shahoei, Erik R Nelson, Kelly S Swanson, Mark A Anastasio, and Andrew M Smith
    Science advances 2021
    Code
  3. SPIE PW
    An optical, endoscopic brush for high-yield diagnostics in esophageal cancer
    S Anandasabapathy, X Zhang, M Anastasio, R Richards-Kortum, and E Petrova
    In Endoscopic Microscopy XVI 2021
  4. JMI
    Impact of deep learning-based image super-resolution on binary signal detection
    Xiaohui Zhang, Varun A Kelkar, Jason Granstedt, Hua Li, and Mark A Anastasio
    Journal of Medical Imaging 2021
  5. PhysioNet
    Wide-field calcium imaging sleep state database
    Eric Landsness, Xiaohui Zhang, Wei Chen, Hanyang Miao, Michelle Tang, Lindsey Brier, Mark Anastasio, Jin-Moo Lee, and Joseph Culver
    PhysioNet 2021

2020

  1. FNeuroanat.
    Structural covariance changes of anterior and posterior hippocampus during musical training in young adults
    Panfei Guo, Qiongling Li, Xuetong Wang, Xinwei Li, Shaoyi Wang, Yongqi Xie, Yachao Xie, Zhenrong Fu, Xiaohui Zhang, and Shuyu Li
    Frontiers in Neuroanatomy 2020
  2. CMIG
    MRI image synthesis with dual discriminator adversarial learning and difficulty-aware attention mechanism for hippocampal subfields segmentation
    Baoqiang Ma, Yan Zhao, Yujing Yang, Xiaohui Zhang, Xiaoxi Dong, Debin Zeng, Siyu Ma, and Shuyu Li
    Computerized Medical Imaging and Graphics 2020

2018

  1. FHumanNeuro
    Individual morphological brain network construction based on multivariate euclidean distances between brain regions
    Kaixin Yu, Xuetong Wang, Qiongling Li, Xiaohui Zhang, Xinwei Li, and Shuyu Li
    Frontiers in human neuroscience 2018

2017

  1. JMI
    Acoustic beam anomalies in automated breast imaging
    Rungroj Jintamethasawat, Xiaohui Zhang, Paul L Carlson, Marilyn A Roubidoux, and Oliver D Kripfgans
    Journal of Medical Imaging 2017