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Xiaoqi Liu
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Fine-tuning pre-trained convolutional neural networks for gastric precancerous disease classification on magnification narrow-band imaging images
X Liu, C Wang, J Bai, G Liao
Neurocomputing 392, 253-267, 2020
702020
Transfer learning with convolutional neural network for early gastric cancer classification on magnifiying narrow-band imaging images
X Liu, C Wang, Y Hu, Z Zeng, J Bai, G Liao
2018 25th IEEE International Conference on Image Processing (ICIP), 1388-1392, 2018
502018
Hue-texture-embedded region-based model for magnifying endoscopy with narrow-band imaging image segmentation based on visual features
X Liu, C Wang, J Bai, G Liao, Y Zhao
Computer methods and programs in biomedicine 145, 53-66, 2017
162017
Organic boundary location based on color-texture of visual perception in wireless capsule endoscopy video
C Wang, Z Luo, X Liu, J Bai, G Liao
Journal of Healthcare Engineering 2018, 2018
102018
Artificial intelligence recognition of cutaneous chronic graft-versus-host disease by a deep learning neural network
A McNeil, K Parks, X Liu, I Saknite, F Chen, T Reasat, A Cronin, ...
British journal of haematology 197 (6), e69, 2022
82022
Detection of protruding lesion in wireless capsule endoscopy videos of small intestine
C Wang, Z Luo, X Liu, J Bai, G Liao
Medical Imaging 2018: Computer-Aided Diagnosis 10575, 244-253, 2018
52018
Baseline Photos and Confident Annotation Improve Automated Detection of Cutaneous Graft-Versus-Host Disease
X Liu, K Parks, I Saknite, T Reasat, AD Cronin, LE Wheless, BM Dawant, ...
Clinical Hematology International 3 (3), 108, 2021
42021
Non-Expert Markings of Active Chronic Graft-Versus-Host Disease Photographs: Optimal Metrics of Training Effects
K Parks, X Liu, T Reasat, Z Khera, LX Baker, H Chen, BM Dawant, ...
Journal of Digital Imaging 36 (1), 373-378, 2023
22023
Detecting PHG frames in wireless capsule endoscopy video by integrating rough global dominate-color with fine local texture features
X Liu, C Wang Sr, J Bai Sr, G Liao
Medical Imaging 2018: Computer-Aided Diagnosis 10575, 480-493, 2018
22018
216 Crowd-sourcing delineations of chronic graft-versus-host disease affected skin in patient photographs
A McNeil, K Parks, X Liu, K Prentice, E Duhaime, BM Dawant, E Tkaczyk
Journal of Investigative Dermatology 143 (5), S37, 2023
2023
805 Segmentation of cutaneous chronic graft-versus-host disease by a deep learning neural network
AJ McNeil, K Parks, X Liu, I Saknite, F Chen, T Reasat, L Wheless, ...
Journal of Investigative Dermatology 142 (8), S140, 2022
2022
Differentiation of erythematous and post-inflammatory pigment changes in cutaneous chronic graft-versus-host disease by hyperspectral imaging
I Saknīte, S Kwun, X Liu, K Zhang, A Hood, F Chen, L Kangas, ...
Photonics in Dermatology and Plastic Surgery 2021 11618, 116180J, 2021
2021
847 Redness has higher interrater reproducibility than body surface area in measuring extent of photographed cutaneous graft-versus-host disease
K Parks, Z Khera, X Liu, T Reasat, LX Baker, M Jagasia, B Dawant, ...
Journal of Investigative Dermatology 140 (7), S110, 2020
2020
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