Guangkai Ma

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 9

Top Topics

Magnetic Resonance

Canonical Correlation Analysis

Ensemble Learning

Top Venues

Patch-MI@MICCAI

Pattern Recognit.

Publications

Guangkai Ma, Wenjiao Li, Heng Bao, Nathan James Roberts, Yang Li, Weihua Zhang, Kun Yang, Guangshun Jiang
UAV equipped with infrared imaging for Cervidae monitoring: Improving detection accuracy by eliminating background information interference. Ecol. Informatics 81 (2024)
Guangkai Ma, Chunpeng Ge, Lu Zhou
Achieving reliable timestamp in the bitcoin platform. Peer-to-Peer Netw. Appl. 13 (6) (2020)
Yan Wang, Guangkai Ma, Xi Wu, Jiliu Zhou
Patch-Based Label Fusion with Structured Discriminant Embedding for Hippocampus Segmentation. Neuroinformatics 16 (3-4) (2018)
Zhengwang Wu, Yaozong Gao, Feng Shi, Guangkai Ma, Valerie Jewells, Dinggang Shen
Segmenting hippocampal subfields from 3T MRI with multi-modality images. Medical Image Anal. 43 (2018)
Guangkai Ma, Yan Wang, Ligang Wu
Subspace ensemble learning via totally-corrective boosting for gait recognition. Neurocomputing 224 (2017)
Yan Wang, Guangkai Ma, Le An, Feng Shi, Pei Zhang, David S. Lalush, Xi Wu, Yi-Fei Pu, Jiliu Zhou, Dinggang Shen
Semisupervised Tripled Dictionary Learning for Standard-Dose PET Image Prediction Using Low-Dose PET and Multimodal MRI. IEEE Trans. Biomed. Eng. 64 (3) (2017)
Guangkai Ma, Ligang Wu, Yan Wang
A general subspace ensemble learning framework via totally-corrective boosting and tensor-based and local patch-based extensions for gait recognition. Pattern Recognit. 66 (2017)
Yan Wang, Xi Wu, Guangkai Ma, Zongqing Ma, Ying Fu, Jiliu Zhou
Patch-Based Hippocampus Segmentation Using a Local Subspace Learning Method. MLMI@MICCAI (2016)
Le An, Pei Zhang, Ehsan Adeli-Mosabbeb, Yan Wang, Guangkai Ma, Feng Shi, David S. Lalush, Weili Lin, Dinggang Shen
Multi-Level Canonical Correlation Analysis for Standard-Dose PET Image Estimation. IEEE Trans. Image Process. 25 (7) (2016)
Le An, Pei Zhang, Ehsan Adeli-Mosabbeb, Yan Wang, Guangkai Ma, Feng Shi, David S. Lalush, Weili Lin, Dinggang Shen
A Multi-level Canonical Correlation Analysis Scheme for Standard-Dose PET Image Estimation. Patch-MI@MICCAI (2015)
Yan Wang, Pei Zhang, Le An, Guangkai Ma, Jiayin Kang, Xi Wu, Jiliu Zhou, David S. Lalush, Weili Lin, Dinggang Shen
Predicting Standard-Dose PET Image from Low-Dose PET and Multimodal MR Images Using Mapping-Based Sparse Representation. MLMI (2015)
Guangkai Ma, Yaozong Gao, Li Wang, Ligang Wu, Dinggang Shen
Soft-Split Random Forest for Anatomy Labeling. MLMI (2015)
Shuyu Li, Feng Shi, Guangkai Ma, Minjeong Kim, Dinggang Shen
Improving Accuracy of Automatic Hippocampus Segmentation in Routine MRI by Features Learned from Ultra-High Field MRI. Patch-MI@MICCAI (2015)
Guangkai Ma, Yaozong Gao, Guorong Wu, Ligang Wu, Dinggang Shen
Non-local Atlas-guided Multi-channel Forest Learning for Human Brain Labeling. MICCAI (3) (2015)
Jiayin Kang, Yaozong Gao, Yao Wu, Guangkai Ma, Feng Shi, Weili Lin, Dinggang Shen
Prediction of Standard-Dose PET Image by Low-Dose PET and MRI Images. MLMI (2014)
Guangkai Ma, Yaozong Gao, Guorong Wu, Ligang Wu, Dinggang Shen
Atlas-Guided Multi-channel Forest Learning for Human Brain Labeling. MCV (2014)