| 3D microscopy and deep learning reveal the heterogeneity of crown-like structure microenvironments in intact adipose tissue J Geng, X Zhang, S Prabhu, SH Shahoei, ER Nelson, KS Swanson, ... Science advances 7 (8), eabe2480, 2021 | 38 | 2021 |
| Individual morphological brain network construction based on multivariate euclidean distances between brain regions K Yu, X Wang, Q Li, X Zhang, X Li, S Li Frontiers in human neuroscience 12, 204, 2018 | 36 | 2018 |
| Automated sleep state classification of wide-field calcium imaging data via multiplex visibility graphs and deep learning X Zhang, EC Landsness, W Chen, H Miao, M Tang, LM Brier, JP Culver, ... Journal of neuroscience methods 366, 109421, 2022 | 32 | 2022 |
| Impact of deep learning-based image super-resolution on binary signal detection X Zhang, VA Kelkar, J Granstedt, H Li, MA Anastasio Journal of Medical Imaging 8 (6), 065501-065501, 2021 | 24 | 2021 |
| MRI image synthesis with dual discriminator adversarial learning and difficulty-aware attention mechanism for hippocampal subfields segmentation B Ma, Y Zhao, Y Yang, X Zhang, X Dong, D Zeng, S Ma, S Li Computerized Medical Imaging and Graphics 86, 101800, 2020 | 22 | 2020 |
| Task-based evaluation of deep image super-resolution in medical imaging VA Kelkar, X Zhang, J Granstedt, H Li, MA Anastasio Medical Imaging 2021: Image Perception, Observer Performance, and Technology …, 2021 | 13 | 2021 |
| Dynamic heterochromatin states in anisotropic nuclei of cells on aligned nanofibers W Liu, A Padhi, X Zhang, J Narendran, MA Anastasio, AS Nain, ... ACS nano 16 (7), 10754-10767, 2022 | 9 | 2022 |
| Structural covariance changes of anterior and posterior hippocampus during musical training in young adults P Guo, Q Li, X Wang, X Li, S Wang, Y Xie, Y Xie, Z Fu, X Zhang, S Li Frontiers in Neuroanatomy 14, 20, 2020 | 5 | 2020 |
| A machine learning approach to elucidating PFOS-induced alterations of repressive epigenetic marks in kidney cancer cells with single-cell imaging W Liu, X Zhang, Y Wen, MA Anastasio, J Irudayaraj Environmental Advances 11, 100344, 2023 | 4 | 2023 |
| A multivariate functional connectivity approach to mapping brain networks and imputing neural activity in mice LM Brier, X Zhang, AR Bice, SH Gaines, EC Landsness, JM Lee, ... Cerebral Cortex 32 (8), 1593-1607, 2022 | 4 | 2022 |
| An optical, endoscopic brush for high-yield diagnostics in esophageal cancer S Anandasabapathy, X Zhang, M Anastasio, R Richards-Kortum, ... Endoscopic Microscopy XVI 11620, 116200B, 2021 | 4 | 2021 |
| Joint localization and classification of breast tumors on ultrasound images using a novel auxiliary attention-based framework Z Fan, P Gong, S Tang, CU Lee, X Zhang, P Song, S Chen, H Li arXiv preprint arXiv:2210.05762, 2022 | 3 | 2022 |
| A novel adversarial learning strategy for medical image classification Z Fan, X Zhang, JA Gasienica, J Potts, S Ruan, W Thorstad, H Gay, ... arXiv preprint arXiv:2206.11501, 2022 | 3 | 2022 |
| Acoustic beam anomalies in automated breast imaging R Jintamethasawat, X Zhang, PL Carson, MA Roubidoux, OD Kripfgans Journal of Medical Imaging 4 (4), 045001-045001, 2017 | 3 | 2017 |
| An auxiliary attention-based network for joint classification and localization of breast tumor on ultrasound images Z Fan, P Gong, S Tang, CU Lee, X Zhang, Z Wang, P Song, S Chen, H Li Medical Imaging 2023: Image Processing 12464, 34-40, 2023 | 2 | 2023 |
| Identifying functional brain networks from spatial-temporal wide-field calcium imaging data via a recurrent autoencoder MAA Xiaohui Zhang, Eric C. Landsness, Joseph P. Culver Neural Imaging and Sensing 2022 11946, 1194612, 2022 | 2 | 2022 |
| Wide-field calcium imaging sleep state database E Landsness, X Zhang, W Chen, H Miao, M Tang, L Brier, M Anastasio, ... PhysioNet, 2021 | 2 | 2021 |
| Diffusion Model-Based Data Augmentation for Lung Ultrasound Classification with Limited Data X Zhang, A Gangopadhyay, HM Chang, R Soni Proceedings of the 3rd Machine Learning for Health Symposium, 664-76, 2023 | 1 | 2023 |
| Joint localization and classification of breast masses on ultrasound images using an auxiliary attention-based framework Z Fan, P Gong, S Tang, CU Lee, X Zhang, P Song, S Chen, H Li Medical image analysis 90, 102960, 2023 | 1 | 2023 |
| Validation of Deep Learning-based Sleep State Classification W Chen, X Zhang, H Miao, MJ Tang, M Anastasio, J Culver, JM Lee, ... microPublication biology 2022, 2022 | 1 | 2022 |
Mark A. AnastasioUniversity of Illinois Urbana-ChampaignVerified email at illinois.edu
