Ling Zhang
Ling Zhang
Alibaba DAMO Academy USA
Verified email at - Homepage
Cited by
Cited by
Generalizing Deep Learning for Medical Image Segmentation to Unseen Domains via Deep Stacked Transformation
L Zhang, X Wang, D Yang, T Sanford, S Harmon, B Turkbey, BJ Wood, ...
IEEE Transactions on Medical Imaging 39 (7), 2531-2540, 2020
Deeppap: Deep convolutional networks for cervical cell classification
L Zhang, L Lu, I Nogues, RM Summers, S Liu, J Yao
IEEE Journal of Biomedical and Health Informatics 21 (6), 1633-1643, 2017
Accurate segmentation of cervical cytoplasm and nuclei based on multiscale convolutional network and graph partitioning
Y Song, L Zhang, S Chen, D Ni, B Lei, T Wang
IEEE Transactions on Biomedical Engineering 62 (10), 2421-2433, 2015
Deep lesion graphs in the wild: relationship learning and organization of significant radiology image findings in a diverse large-scale lesion database
K Yan, X Wang, L Lu, L Zhang, AP Harrison, M Bagheri, RM Summers
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
A deep learning based framework for accurate segmentation of cervical cytoplasm and nuclei
Y Song, L Zhang, S Chen, D Ni, B Li, Y Zhou, B Lei, T Wang
2014 36th Annual International Conference of the IEEE Engineering in …, 2014
Segmentation of cytoplasm and nuclei of abnormal cells in cervical cytology using global and local graph cuts
L Zhang, H Kong, CT Chin, S Liu, Z Chen, T Wang, S Chen
Computerized Medical Imaging and Graphics 38 (5), 369-380, 2014
Fine-Grained Classification of Cervical Cells Using Morphological and Appearance Based Convolutional Neural Networks
H Lin, Y Hu, S Chen, J Yao, L Zhang
IEEE Access, 2019
Automation‐assisted cervical cancer screening in manual liquid‐based cytology with hematoxylin and eosin staining
L Zhang, H Kong, C Ting Chin, S Liu, X Fan, T Wang, S Chen
Cytometry Part A 85 (3), 214-230, 2014
Automated classification of benign and malignant cells from lung cytological images using deep convolutional neural network
A Teramoto, A Yamada, Y Kiriyama, T Tsukamoto, K Yan, L Zhang, ...
Informatics in Medicine Unlocked 16, 100205, 2019
Convolutional Invasion and Expansion Networks for Tumor Growth Prediction
L Zhang, L Lu, R Summers, E Kebebew, J Yao
IEEE Transactions on Medical Imaging 37 (2), 638-648, 2018
Semi-automatic breast ultrasound image segmentation based on mean shift and graph cuts
Z Zhou, W Wu, S Wu, PH Tsui, CC Lin, L Zhang, T Wang
Ultrasonic imaging 36 (4), 256-276, 2014
Spatio-Temporal Convolutional LSTMs for Tumor Growth Prediction by Learning 4D Longitudinal Patient Data
L Zhang, L Lu, X Wang, RM Zhu, M Bagheri, RM Summers, J Yao
IEEE Transactions on Medical Imaging 39 (4), 1114-1126, 2019
Combining fully convolutional networks and graph-based approach for automated segmentation of cervical cell nuclei
L Zhang, M Sonka, L Lu, RM Summers, J Yao
2017 IEEE 14th international symposium on biomedical imaging (ISBI 2017 …, 2017
Intelligent scanning: Automated standard plane selection and biometric measurement of early gestational sac in routine ultrasound examination
L Zhang, S Chen, CT Chin, T Wang, S Li
Medical physics 39 (8), 5015-5027, 2012
Artificial intelligence to predict lymph node metastasis at CT in pancreatic ductal adenocarcinoma
Y Bian, Z Zheng, X Fang, H Jiang, M Zhu, J Yu, H Zhao, L Zhang, J Yao, ...
Radiology 306 (1), 160-169, 2023
Searching learning strategy with reinforcement learning for 3D medical image segmentation
D Yang, H Roth, Z Xu, F Milletari, L Zhang, D Xu
Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019
Graph-based segmentation of abnormal nuclei in cervical cytology
L Zhang, H Kong, S Liu, T Wang, S Chen, M Sonka
Computerized Medical Imaging and Graphics 56, 38-48, 2017
Deep LOGISMOS: Deep learning graph-based 3D segmentation of pancreatic tumors on CT scans
Z Guo, L Zhang, L Lu, M Bagheri, RM Summers, M Sonka, J Yao
Biomedical Imaging (ISBI 2018), 2018 IEEE 15th International Symposium on …, 2018
Self-learning to detect and segment cysts in lung CT images without manual annotation
L Zhang, V Gopalakrishnan, L Lu, RM Summers, J Moss, J Yao
2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018 …, 2018
Data augmentation and transfer learning to improve generalizability of an automated prostate segmentation model
TH Sanford, L Zhang, SA Harmon, J Sackett, D Yang, H Roth, Z Xu, ...
American Journal of Roentgenology 215 (6), 1403-1410, 2020
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