Chi Liu
Chi Liu
PhD @Carnegie Mellon University; Applied Scientist @Amazon Lab126
Verified email at amazon.com - Homepage
Title
Cited by
Cited by
Year
Epithelium-stroma classification via convolutional neural networks and unsupervised domain adaptation in histopathological images
Y Huang, H Zheng, C Liu, X Ding, GK Rohde
IEEE journal of biomedical and health informatics 21 (6), 1625-1632, 2017
382017
Detecting and segmenting cell nuclei in two-dimensional microscopy images
C Liu, F Shang, JA Ozolek, GK Rohde
Journal of Pathology Informatics 7, 2016
172016
SetSVM: an approach to set classification in nuclei-based cancer detection
C Liu, Y Huang, JA Ozolek, MG Hanna, R Singh, GK Rohde
IEEE journal of biomedical and health informatics 23 (1), 351-361, 2018
152018
Localizing and extracting filament distributions from microscopy images
S Basu, C Liu, GK Rohde
Journal of microscopy 258 (1), 13-23, 2015
132015
Impact of altering various image parameters on human epidermal growth factor receptor 2 image analysis data quality
L Pantanowitz, C Liu, Y Huang, H Guo, GK Rohde
Journal of pathology informatics 8, 2017
92017
Predictive nuclear chromatin characteristics of melanoma and dysplastic nevi
MG Hanna, C Liu, GK Rohde, R Singh
Journal of pathology informatics 8, 2017
82017
Classify epithelium‐stroma in histopathological images based on deep transferable network
X Yu, H Zheng, C Liu, Y Huang, X Ding
Journal of microscopy 271 (2), 164-173, 2018
72018
Extraction of individual filaments from 2D confocal microscopy images of flat cells
S Basu, C Liu, GK Rohde
IEEE/ACM transactions on computational biology and bioinformatics 12 (3 …, 2014
62014
Epithelium-stroma classification in histopathological images via convolutional neural networks and self-taught learning
Y Huang, H Zheng, C Liu, G Rohde, D Zeng, J Wang, X Ding
2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017
52017
A supervised learning framework for pancreatic islet segmentation with multi‐scale color‐texture features and rolling guidance filters
Y Huang, C Liu, JF Eisses, SZ Husain, GK Rohde
Cytometry Part A 89 (10), 893-902, 2016
32016
Hierarchical feature extraction for nuclear morphometry-based cancer diagnosis
C Liu, Y Huang, L Han, JA Ozolek, GK Rohde
Deep Learning and Data Labeling for Medical Applications, 219-227, 2016
12016
Nuclear Morphometry based Pattern Recognition in Pathology
C Liu
Carnegie Mellon University, 2017
2017
Localizing and extracting filament distributions from microscopy images (Retraction of vol 250, pg 57, 2013)
S Basu, KN Dahl, GK Rohde
JOURNAL OF MICROSCOPY 254 (3), 166-166, 2014
2014
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