Manhua Liu

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 45

Top Topics

Fingerprint Orientation

Disease Diagnosis

Convolutional Neural Networks

Top Venues

IEEE J. Biomed. Health Informatics

Neuroinformatics

Comput. Medical Imaging Graph.

Publications

Hsienchih Ting, Manhua Liu
Multimodal Transformer of Incomplete MRI Data for Brain Tumor Segmentation. IEEE J. Biomed. Health Informatics 28 (1) (2024)
Haiyan Zhao, Hongjie Cai, Manhua Liu
Transformer based multi-modal MRI fusion for prediction of post-menstrual age and neonatal brain development analysis. Medical Image Anal. 94 (2024)
Hongrui Liu, Haochen Xu, Jinheng Qiu, Shizhe Wu, Manhua Liu
Hierarchical global and local transformer for pain estimation with facial expression videos. Pattern Anal. Appl. 27 (3) (2024)
Hongrui Liu, Yuanyuan Gui, Hui Lu, Manhua Liu
A sparse transformer generation network for brain imaging genetic association. Pattern Recognit. 156 (2024)
Xingyu Gao, Hongrui Liu, Feng Shi, Dinggang Shen, Manhua Liu
Brain Status Transferring Generative Adversarial Network for Decoding Individualized Atrophy in Alzheimer's Disease. IEEE J. Biomed. Health Informatics 27 (10) (2023)
Yelin Shi, Zhao Zhang, Shuxin Liu, Manhua Liu
Towards More Accurate Matching of Contactless Fingerprints With a Deep Geometric Graph Convolutional Network. IEEE Trans. Biom. Behav. Identity Sci. 5 (1) (2023)
Xingyu Gao, Feng Shi, Dinggang Shen, Manhua Liu
Feature-Based Transformer with Incomplete Multimodal Brain Images for Diagnosis of Neurodegenerative Diseases. PRIME@MICCAI (2023)
Haixing Dai, Mengxuan Hu, Qing Li, Lu Zhang, Lin Zhao, Dajiang Zhu, Ibai Díez, Jorge Sepulcre, Fan Zhang, Xingyu Gao, Manhua Liu, Quanzheng Li, Sheng Li, Tianming Liu, Xiang Li
Identification of Causal Relationship between Amyloid-beta Accumulation and Alzheimer's Disease Progression via Counterfactual Inference. CoRR (2023)
Hongjie Cai, Yue Gao, Manhua Liu
Graph Transformer Geometric Learning of Brain Networks Using Multimodal MR Images for Brain Age Estimation. IEEE Trans. Medical Imaging 42 (2) (2023)
Xingyu Gao, Hongjie Cai, Manhua Liu
A Hybrid Multi-Scale Attention Convolution and Aging Transformer Network for Alzheimer's Disease Diagnosis. IEEE J. Biomed. Health Informatics 27 (7) (2023)
Xingyu Gao, Feng Shi, Dinggang Shen, Manhua Liu
Multimodal transformer network for incomplete image generation and diagnosis of Alzheimer's disease. Comput. Medical Imaging Graph. 110 (2023)
Jiani Zhu, Youwei Ma, Guoqing Ding, Manhua Liu, Xin Chen
Extraction of the Microstructure of Wool Fabrics Based on Structure Tensor. Sensors 23 (15) (2023)
Hongjie Cai, Aojie Li, Guangjun Yu, Xiujun Yang, Manhua Liu
Brain Age Prediction in Developing Childhood with Multimodal Magnetic Resonance Images. Neuroinformatics 21 (1) (2023)
Haixing Dai, Mengxuan Hu, Qing Li, Lu Zhang, Lin Zhao, Dajiang Zhu, Ibai Díez, Jorge Sepulcre, Fan Zhang, Xingyu Gao, Manhua Liu, Quanzheng Li, Sheng Li, Tianming Liu, Xiang Li
Graph-Based Counterfactual Causal Inference Modeling for Neuroimaging Analysis. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI (2023)
Xingyu Gao, Feng Shi, Dinggang Shen, Manhua Liu
Task-Induced Pyramid and Attention GAN for Multimodal Brain Image Imputation and Classification in Alzheimer's Disease. IEEE J. Biomed. Health Informatics 26 (1) (2022)
Zhao Zhang, Shuxin Liu, Manhua Liu
A multi-task fully deep convolutional neural network for contactless fingerprint minutiae extraction. Pattern Recognit. 120 (2021)
Haochen Xu, Manhua Liu
A Deep Attention Transformer Network for Pain Estimation with Facial Expression Video. CCBR (2021)
Manhua Liu, Peng Qian
Automatic Segmentation and Enhancement of Latent Fingerprints Using Deep Nested UNets. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Yelin Shi, Manhua Liu
A Dense Pyramid Convolution Network for Infant Fingerprint Super-Resolution and Enhancement. IJCB (2021)
Xijie Huang, Peng Qian, Manhua Liu
Latent Fingerprint Image Enhancement Based on Progressive Generative Adversarial Network. CVPR Workshops (2020)
Manhua Liu, Fan Li, Hao Yan, Kundong Wang, Yixin Ma, Li Shen, Mingqing Xu
A multi-model deep convolutional neural network for automatic hippocampus segmentation and classification in Alzheimer's disease. NeuroImage 208 (2020)
Zhongke Ma, Manhua Liu, Hao Yan, Lin Lin
Electric Field Assisted Molecular Communication for High Data Rate Transmission. IEEE Wirel. Commun. Lett. 8 (6) (2019)
Farzaneh Elahifasaee, Manhua Liu, Ming Yang
Nonlinear Discriminant Analysis for MR Brain Images Classification via Kernel Function. ICIT (2019)
Ruoxuan Cui, Manhua Liu, Alzheimer's Disease Neuroimaging Initiative
RNN-based longitudinal analysis for diagnosis of Alzheimer's disease. Comput. Medical Imaging Graph. 73 (2019)
Peng Qian, Aojie Li, Manhua Liu
Latent Fingerprint Enhancement Based on DenseUNet. ICB (2019)
Aojie Li, Ling Yue, Manhua Liu, Shifu Xiao
Prediction of Clinical Scores for Subjective Cognitive Decline and Mild Cognitive Impairment. PRIME@MICCAI (2019)
Ruoxuan Cui, Manhua Liu
Hippocampus Analysis by Combination of 3-D DenseNet and Shapes for Alzheimer's Disease Diagnosis. IEEE J. Biomed. Health Informatics 23 (5) (2019)
Manhua Liu, Danni Cheng, Kundong Wang, Yaping Wang
Multi-Modality Cascaded Convolutional Neural Networks for Alzheimer's Disease Diagnosis. Neuroinformatics 16 (3-4) (2018)
Fan Li, Manhua Liu, Alzheimer's Disease Neuroimaging Initiative
Alzheimer's disease diagnosis based on multiple cluster dense convolutional networks. Comput. Medical Imaging Graph. 70 (2018)
Manhua Liu, Danni Cheng, Weiwu Yan, Alzheimer's Disease Neuroimaging Initiative
Classification of Alzheimer's Disease by Combination of Convolutional and Recurrent Neural Networks Using FDG-PET Images. Frontiers Neuroinformatics 12 (2018)
Manhua Liu, Shuxin Liu, Weiwu Yan
Latent Fingerprint Segmentation Based on Ridge Density and Orientation Consistency. Secur. Commun. Networks 2018 (2018)
Ruoxuan Cui, Manhua Liu, Gang Li
Longitudinal analysis for Alzheimer's disease diagnosis using RNN. ISBI (2018)
Weiwu Yan, Jialong Li, Manhua Liu, Xiaohui Bai, Huihe Shao
Data-based multiple criteria decision-making model and visualized monitoring of urban drinking water quality. Soft Comput. 21 (20) (2017)
Danni Cheng, Manhua Liu
CNNs based multi-modality classification for AD diagnosis. CISP-BMEI (2017)
Shuxin Liu, Manhua Liu, Zongyuan Yang
Sparse coding based orientation estimation for latent fingerprints. Pattern Recognit. 67 (2017)
Huinan Jiang, Manhua Liu
Fingerprint Minutiae Detection Based on Multi-scale Convolution Neural Networks. CCBR (2017)
Danni Cheng, Manhua Liu
Classification of Alzheimer's Disease by Cascaded Convolutional Neural Networks Using PET Images. MLMI@MICCAI (2017)
Kaifeng Wei, Manhua Liu
Latent Fingerprint Enhancement Based on Orientation Guided Sparse Representation. CCBR (2016)
Shuxin Liu, Manhua Liu, Zongyuan Yang
Latent fingerprint segmentation based on linear density. ICB (2016)
Ruoxuan Cui, Minyi Liu, Manhua Liu
Facial Expression Recognition Based on Ensemble of Mulitple CNNs. CCBR (2016)
Shuxin Liu, Manhua Liu, Zhongyuan Yang
An image auto-focusing algorithm for industrial image measurement. EURASIP J. Adv. Signal Process. 2016 (2016)
Manhua Liu, Xiaoying Chen, Xiaoduan Wang
Latent Fingerprint Enhancement via Multi-Scale Patch Based Sparse Representation. IEEE Trans. Inf. Forensics Secur. 10 (1) (2015)
Xiaoying Chen, Kaifeng Wei, Manhua Liu
Group Sparse Representation for Prediction of MCI Conversion to AD. ICIC (2) (2015)
Kaifeng Wei, Xiaoying Chen, Manhua Liu
Latent Fingerprint Segmentation Based on Sparse Representation. ICIC (1) (2015)
Manhua Liu, Shuxin Liu
Latent fingerprint orientation estimation via sparse representation. ICICS (2015)
Manhua Liu, Daoqiang Zhang, Dinggang Shen
Identifying Informative Imaging Biomarkers via Tree Structured Sparse Learning for AD Diagnosis. Neuroinformatics 12 (3) (2014)
Manhua Liu, Shuxin Liu, Qijun Zhao
Fingerprint orientation field reconstruction by weighted discrete cosine transform. Inf. Sci. 268 (2014)
Manhua Liu, Heung-Il Suk, Dinggang Shen
Multi-task Sparse Classifier for Diagnosis of MCI Conversion to AD with Longitudinal MR Images. MLMI (2013)
Xiaoduan Wang, Manhua Liu
Fingerprint Enhancement via Sparse Representation. CCBR (2013)
Yaping Wang, Manhua Liu, Lei Guo, Dinggang Shen
Kernel-based multi-task joint sparse classification for Alzheimer'S disease. ISBI (2013)
Shuxin Liu, Manhua Liu
Fingerprint orientation modeling by sparse coding. ICB (2012)
Manhua Liu, Daoqiang Zhang, Dinggang Shen
Ensemble sparse classification of Alzheimer's disease. NeuroImage 60 (2) (2012)
Manhua Liu, Daoqiang Zhang, Pew-Thian Yap, Dinggang Shen
Tree-Guided Sparse Coding for Brain Disease Classification. MICCAI (3) (2012)
Manhua Liu, Pew-Thian Yap
Invariant representation of orientation fields for fingerprint indexing. Pattern Recognit. 45 (7) (2012)
Manhua Liu, Daoqiang Zhang, Pew-Thian Yap, Dinggang Shen
Hierarchical Ensemble of Multi-level Classifiers for Diagnosis of Alzheimer's Disease. MLMI (2012)
Feng Shi, Li Wang, Guorong Wu, Yu Zhang, Manhua Liu, John H. Gilmore, Weili Lin, Dinggang Shen
Atlas Construction via Dictionary Learning and Group Sparsity. MICCAI (1) (2012)
Jinfeng Yang, Wei Tao, Manhua Liu, Yongjie Zhang, Haibo Zhang, Hui Zhao
An Efficient Direction Field-Based Method for the Detection of Fasteners on High-Speed Railways. Sensors 11 (8) (2011)
Manhua Liu
Fingerprint classification based on Adaboost learning from singularity features. Pattern Recognit. 43 (3) (2010)
Manhua Liu, Xudong Jiang, Alex C. Kot
A multi-prototype clustering algorithm. Pattern Recognit. 42 (5) (2009)
Manhua Liu, Xudong Jiang, Alex C. Kot
Database Clustering Based on Multi-Prototype Representation of Cluster. ICME (2007)
Manhua Liu, Xudong Jiang, Alex ChiChung Kot
Efficient fingerprint search based on database clustering. Pattern Recognit. 40 (6) (2007)
Manhua Liu, Xudong Jiang, Alex ChiChung Kot
Fingerprint Retrieval by Complex Filter Responses. ICPR (1) (2006)
Xudong Jiang, Manhua Liu, Alex ChiChung Kot
Fingerprint Retrieval for Identification. IEEE Trans. Inf. Forensics Secur. 1 (4) (2006)
Manhua Liu, Xudong Jiang, Alex ChiChung Kot
Fingerprint Reference-Point Detection. EURASIP J. Adv. Signal Process. 2005 (4) (2005)
Manhua Liu, Xudong Jiang, Alex ChiChung Kot
Fingerprint Reference Point Detection. ICBA (2004)
Xudong Jiang, Manhua Liu, Alex ChiChung Kot
Reference Point Detection for Fingerprint Recognition. ICPR (1) (2004)