Martin J. McKeown

ORCID

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 50

Top Venues

IEEE Trans. Biomed. Eng.

GlobalSIP

IEEE J. Biomed. Health Informatics

Biomed. Signal Process. Control.

Publications

Luke Bidulka, Mohsen Gholami, Jiannan Zheng, Martin J. McKeown, Z. Jane Wang
ESCAPE: Energy-based Selective Adaptive Correction for Out-of-distribution 3D Human Pose Estimation. CoRR (2024)
Minyang Jiang, Yongwei Wang, Martin J. McKeown, Zhen Jane Wang
Occlusion-robust FAU recognition by mining latent space of masked autoencoders. Neurocomputing 569 (2024)
Xinhui Yu, Dan Wang, Martin J. McKeown, Z. Jane Wang
Contrastive-Enhanced Domain Generalization With Federated Learning. IEEE Trans. Artif. Intell. 5 (4) (2024)
Yu Li, Aiping Liu, Liangyong Li, Yunhu Wu, Martin J. McKeown, Xun Chen, Feng Wu
Connectivity-Based Brain Parcellation for Parkinson's Disease. IEEE Trans. Biomed. Eng. 70 (5) (2023)
Tianze Yu, Kye Won Park, Martin J. McKeown, Zhen Jane Wang
Clinically Informed Automated Assessment of Finger Tapping Videos in Parkinson's Disease. Sensors 23 (22) (2023)
Mohsen Gholami, Rabab Ward, Ravneet Mahal, Maryam S. Mirian, Kevin Yen, Kye Won Park, Martin J. McKeown, Z. Jane Wang
Automatic labeling of Parkinson's Disease gait videos with weak supervision. Medical Image Anal. 89 (2023)
Tianze Yu, Luke Bidulka, Martin J. McKeown, Z. Jane Wang
PA-Tran: Learning to Estimate 3D Hand Pose with Partial Annotation. Sensors 23 (3) (2023)
Qinrui Ling, Aiping Liu, Yu Li, Xueyang Fu, Xun Chen, Martin J. McKeown, Feng Wu
A Joint Constrained CCA Model for Network-Dependent Brain Subregion Parcellation. IEEE J. Biomed. Health Informatics 26 (11) (2022)
Xun Chen, Chang Li, Aiping Liu, Martin J. McKeown, Ruobing Qian, Z. Jane Wang
Toward Open-World Electroencephalogram Decoding Via Deep Learning: A comprehensive survey. IEEE Signal Process. Mag. 39 (2) (2022)
Emad Arasteh, Ailar Mahdizadeh, Maryam S. Mirian, Soojin Lee, Martin J. McKeown
Deep Transfer Learning for Parkinson's Disease Monitoring by Image-Based Representation of Resting-State EEG Using Directional Connectivity. Algorithms 15 (1) (2022)
Yu Li, Aiping Liu, Xueyang Fu, Martin J. McKeown, Z. Jane Wang, Xun Chen
Atlas-guided parcellation: Individualized functionally-homogenous parcellation in cerebral cortex. Comput. Biol. Medicine 150 (2022)
Minyang Jiang, Yongwei Wang, Martin J. McKeown, Z. Jane Wang
Occlusion-Robust FAU Recognition by Mining Latent Space of Masked Autoencoders. CoRR (2022)
Alireza Kazemi, Martin J. McKeown, Maryam S. Mirian
Sleep staging using semi-unsupervised clustering of EEG: Application to REM sleep behavior disorder. Biomed. Signal Process. Control. 75 (2022)
Yu Li, Aiping Liu, Taomian Mi, Runyu Yang, Piu Chan, Martin J. McKeown, Xun Chen, Feng Wu
Striatal Subdivisions Estimated via Deep Embedded Clustering With Application to Parkinson's Disease. IEEE J. Biomed. Health Informatics 25 (9) (2021)
Xun Chen, Chang Li, Aiping Liu, Martin J. McKeown, Ruobing Qian, Z. Jane Wang
Toward Open-World Electroencephalogram Decoding Via Deep Learning: A Comprehensive Survey. CoRR (2021)
Ramy Hussein, Soojin Lee, Rabab Ward, Martin J. McKeown
Semi-dilated convolutional neural networks for epileptic seizure prediction. Neural Networks 139 (2021)
Aiping Liu, Soojin Lee, Xun Chen, Martin J. McKeown, Z. Jane Wang
Galvanic Vestibular Stimulation: Data Analysis and Applications in Neurorehabilitation. IEEE Signal Process. Mag. 38 (4) (2021)
Nandinee Fariah Haq, Christina Zhang, Linlin Gao, Tianze Yu, Martin J. McKeown
Connectivity Based Functional Segmentation Of The Brainstem. ICIP (2021)
Amelia A. Casciola, Sebastiano K. Carlucci, Brianne A. Kent, Amanda M. Punch, Michael A. Muszynski, Daniel Zhou, Alireza Kazemi, Maryam S. Mirian, Jason Valerio, Martin J. McKeown, Haakon B. Nygaard
A Deep Learning Strategy for Automatic Sleep Staging Based on Two-Channel EEG Headband Data. Sensors 21 (10) (2021)
Ramy Hussein, Soojin Lee, Rabab Ward, Martin J. McKeown
Epileptic Seizure Prediction: A Semi-Dilated Convolutional Neural Network Architecture. ICPR (2020)
Jiayue Cai, Yuheng Wang, Aiping Liu, Martin J. McKeown, Z. Jane Wang
Novel Regional Activity Representation With Constrained Canonical Correlation Analysis for Brain Connectivity Network Estimation. IEEE Trans. Medical Imaging 39 (7) (2020)
Zhiwei Zeng, Hongchao Jiang, Yanci Zhang, Zhiqi Shen, Jun Ji, Martin J. McKeown, Jing Jih Chin, Cyril Leung, Chunyan Miao
A Gamified Assessment Platform for Predicting the Risk of Dementia +Parkinson's disease (DPD) Co-Morbidity. IJCAI (2020)
Xun Chen, Qingze Liu, Wei Tao, Luchang Li, Soojin Lee, Aiping Liu, Qiang Chen, Juan Cheng, Martin J. McKeown, Z. Jane Wang
ReMAE: User-Friendly Toolbox for Removing Muscle Artifacts From EEG. IEEE Trans. Instrum. Meas. 69 (5) (2020)
Nandinee Fariah Haq, Jiayue Cai, Tianze Yu, Martin J. McKeown, Z. Jane Wang
Parkinson's Disease Detection from fMRI-Derived Brainstem Regional Functional Connectivity Networks. MICCAI (7) (2020)
Yi Liu, Bu-Sung Lee, Deepu Rajan, Andrzej Sluzek, Martin J. McKeown
CamType: assistive text entry using gaze with an off-the-shelf webcam. Mach. Vis. Appl. 30 (3) (2019)
Jiayue Cai, Aiping Liu, Taomian Mi, Saurabh Garg, Wade Trappe, Martin J. McKeown, Z. Jane Wang
Dynamic Graph Theoretical Analysis of Functional Connectivity in Parkinson's Disease: The Importance of Fiedler Value. IEEE J. Biomed. Health Informatics 23 (4) (2019)
Nandinee Fariah Haq, Sun Nee Tan, Martin J. McKeown, Z. Jane Wang
Parcellation of functional sub-regions from fMRI: A graph clustering based approach. Biomed. Signal Process. Control. 49 (2019)
Soojin Lee, Ramy Hussein, Martin J. McKeown
A Deep Convolutional-Recurrent Neural Network Architecture for Parkinson's Disease EEG Classification. GlobalSIP (2019)
Tobias R. Baumeister, Z. Jane Wang, Martin J. McKeown
A Multivariate Approach for Denoising of T2 Relaxation Decay Curves in Myelin Water Fraction Imaging. GlobalSIP (2019)
Soojin Lee, Martin J. McKeown, Z. Jane Wang, Xun Chen
Removal of High-Voltage Brain Stimulation Artifacts From Simultaneous EEG Recordings. IEEE Trans. Biomed. Eng. 66 (1) (2019)
Saurabh Garg, Martin J. McKeown
Functional Data and Long Short-Term Memory Networks for Diagnosis of Parkinson's Disease. MLMI@MICCAI (2019)
Xun Chen, Xueyuan Xu, Aiping Liu, Martin J. McKeown, Z. Jane Wang
The Use of Multivariate EMD and CCA for Denoising Muscle Artifacts From Few-Channel EEG Recordings. IEEE Trans. Instrum. Meas. 67 (2) (2018)
John W. Kelly, Steve Leigh, Carol Giuliani, Rachael Brady, Martin J. McKeown, Edward Grant
Movement Based Classification of People with Stroke Through Automated Analysis of Three-Dimensional Motion Data. IAS (2018)
Siyuan Liu, Chunyan Miao, Martin J. McKeown, Jun Ji, Zhiqi Shen, Cyril Leung
Pumpkin Garden: A Mobile Game Platform for Monitoring Parkinson's Disease Symptoms. HCI (27) (2018)
Yi Liu, Bu-Sung Lee, Martin J. McKeown
A new reconstruction method in gaze estimation with natural head movement. MVA (2017)
Soojin Lee, Diana Kim, Martin J. McKeown
Galvanic Vestibular Stimulation (GVS) effects on impaired interhemispheric connectivity in Parkinson's Disease. EMBC (2017)
Liang Zou, Jiannan Zheng, Chunyan Miao, Martin J. McKeown, Z. Jane Wang
3D CNN Based Automatic Diagnosis of Attention Deficit Hyperactivity Disorder Using Functional and Structural MRI. IEEE Access 5 (2017)
Nandinee Fariah Haq, Sun Nee Tan, Martin J. McKeown, Z. Jane Wang
Connectivity-based parcellation of functional sub-regions from brain fMRI signals. GlobalSIP (2017)
Jiayue Cai, Z. Jane Wang, Soojin Lee, Martin J. McKeown
Assessing functional connectivity of brainstem nuclei in fMRI data. GlobalSIP (2017)
Xun Chen, Aiping Liu, Qiang Chen, Yu Liu, Liang Zou, Martin J. McKeown
Simultaneous ocular and muscle artifact removal from EEG data by exploiting diverse statistics. Comput. Biol. Medicine 88 (2017)
Liang Zou, Jiannan Zheng, Martin J. McKeown
Deep learning based automatic diagnoses of attention deficit hyperactive disorder. GlobalSIP (2017)
Yi Liu, Bu-Sung Lee, Martin J. McKeown
Robust Eye-Based Dwell-Free Typing. Int. J. Hum. Comput. Interact. 32 (9) (2016)
Ava Sheikhi Shoshtari, Sue-Jin Lin, Martin J. McKeown, Z. Jane Wang
A Multimodal data fusion approach efficiently predicts disease duration in multiple sclerosis. IJCNN (2016)
Jiayue Cai, Z. Jane Wang, Silke Appel-Cresswell, Martin J. McKeown
Feature selection to simplify BDI for efficient depression identification. CCECE (2016)
Xun Chen, Z. Jane Wang, Martin J. McKeown
Joint Blind Source Separation for Neurophysiological Data Analysis: Multiset and multimodal methods. IEEE Signal Process. Mag. 33 (3) (2016)
Yiming Zhang, Aiping Liu, Sun Nee Tan, Martin J. McKeown, Z. Jane Wang
Connectivity-based parcellation of functional SubROIs in putamen using a sparse spatially regularized regression model. Biomed. Signal Process. Control. 27 (2016)
Aiping Liu, Xun Chen, Xiaojuan Dan, Martin J. McKeown, Z. Jane Wang
A Combined Static and Dynamic Model for Resting-State Brain Connectivity Networks. IEEE J. Sel. Top. Signal Process. 10 (7) (2016)
Adrian Wong, Martin J. McKeown, Mehdi Moradi, Z. Jane Wang
False discovery rate controller for functional brain parcellation. CCECE (2016)
Yi Liu, Bu-Sung Lee, Andrzej Sluzek, Deepu Rajan, Martin J. McKeown
Feasibility Analysis of Eye Typing with a Standard Webcam. ECCV Workshops (2) (2016)
Aiping Liu, Xun Chen, Xiaojuan Dan, Martin J. McKeown, Z. Jane Wang
Joint time invariant and time dependent brain connectivity network estimation. CCECE (2016)
Yuemeng Liang, Cyril Leung, Chunyan Miao, Qiong Wu, Martin J. McKeown
Automatic Sleep Arousal Detection Based on C-ELM. WI-IAT (2) (2015)
Chonho Lee, Jinyao Chin, Liu Yi, Bu-Sung Lee, Martin J. McKeown
Feasibility analysis and adaptive thresholding for mobile applications controlled by EEG signals. EUSIPCO (2015)
Carlos Gonzalez, Daniel Svenkeson, Diana Kim, Martin J. McKeown, Meeko Oishi
Detection of manual tracking submovements in Parkinson's disease through hybrid optimization. ADHS (2015)
Aiping Liu, Xun Chen, Martin J. McKeown, Z. Jane Wang
A Sticky Weighted Regression Model for Time-Varying Resting-State Brain Connectivity Estimation. IEEE Trans. Biomed. Eng. 62 (2) (2015)
Yiming Zhang, Aiping Liu, Sun Nee Tan, Martin J. McKeown, Z. Jane Wang
Connectivity-based parcellation of putamen using resting state fMRI data. ISBI (2015)
Xun Chen, Aiping Liu, Martin J. McKeown, Howard Poizner, Z. Jane Wang
An EEMD-IVA Framework for Concurrent Multidimensional EEG and Unidimensional Kinematic Data Analysis. IEEE Trans. Biomed. Eng. 61 (7) (2014)
Yi Liu, Chonho Lee, Bu-Sung Lee, James K. R. Stevenson, Martin J. McKeown
Analysis of visually guided tracking performance in Parkinson's disease. Healthcom (2014)
Liang Zou, Xun Chen, Amir Servati, Peyman Servati, Martin J. McKeown
A heart beat rate detection framework using multiple nanofiber sensor signals. ChinaSIP (2014)
Aiping Liu, Xun Chen, Z. Jane Wang, Martin J. McKeown
Time varying brain connectivity modeling using FMRI signals. ICASSP (2014)
Yundong Cai, Zhiqi Shen, Siyuan Liu, Han Yu, Xiaogang Han, Jun Ji, Martin J. McKeown, Cyril Leung, Chunyan Miao
An agent-based game for the predictive diagnosis of parkinson's disease. AAMAS (2014)
Aiping Liu, Xiaohui Chen, Z. Jane Wang, Qi Xu, Silke Appel-Cresswell, Martin J. McKeown
A Genetically Informed, Group fMRI Connectivity Modeling Approach: Application to Schizophrenia. IEEE Trans. Biomed. Eng. 61 (3) (2014)
Xun Chen, Z. Jane Wang, Martin J. McKeown
A Three-Step Multimodal Analysis Framework for Modeling Corticomuscular Activity With Application to Parkinson's Disease. IEEE J. Biomed. Health Informatics 18 (4) (2014)
Siyuan Liu, Zhiqi Shen, Martin J. McKeown, Cyril Leung, Chunyan Miao
A fuzzy logic based Parkinson's Disease risk predictor. FUZZ-IEEE (2014)
Marjorie E. Gonzalez, Katherine Dinelle, Nasim Vafai, Nicole Heffernan, Jess McKenzie, Silke Appel-Cresswell, Martin J. McKeown, A. Jon Stoessl, Vesna Sossi
Novel spatial analysis method for PET images using 3D moment invariants: Applications to Parkinson's disease. NeuroImage 68 (2013)
Xun Chen, Chen He, Z. Jane Wang, Martin J. McKeown
An IC-PLS Framework for Group Corticomuscular Coupling Analysis. IEEE Trans. Biomed. Eng. 60 (7) (2013)
Tülay Adali, Z. Jane Wang, Vince D. Calhoun, Tom Eichele, Martin J. McKeown, Dimitri Van De Ville
Guest Editorial for Special Section on Multimodal Biomedical Imaging: Algorithms and Applications. IEEE Trans. Multim. 15 (5) (2013)
Aiping Liu, Junning Li, Z. Jane Wang, Martin J. McKeown
An FDR-controlled, exploratory group modeling for assessing brain connectivity. ISBI (2012)
Bernard Ng, Martin J. McKeown, Rafeef Abugharbieh
Group Replicator Dynamics: A Novel Group-Wise Evolutionary Approach for Sparse Brain Network Detection. IEEE Trans. Medical Imaging 31 (3) (2012)
Joyce Chiang, Z. Jane Wang, Martin J. McKeown
A multiblock PLS model of cortico-cortical and corticomuscular interactions in Parkinson's disease. NeuroImage 63 (3) (2012)
Xiaohui Chen, Z. Jane Wang, Martin J. McKeown
Large covariance matrix estimation: Bridging shrinkage and tapering approaches. ICASSP (2012)
Xiaohui Chen, Z. Jane Wang, Martin J. McKeown
Shrinkage-to-Tapering Estimation of Large Covariance Matrices. IEEE Trans. Signal Process. 60 (11) (2012)
Aiping Liu, Junning Li, Z. Jane Wang, Martin J. McKeown
Knowledge, and Group Inference. Comput. Math. Methods Medicine 2012 (2012)
Xun Chen, Z. Jane Wang, Martin J. McKeown
A tridirectional method for corticomuscular coupling analysis in Parkinson's disease. MMSP (2012)
Joyce Chiang, Z. Jane Wang, Martin J. McKeown
A Generalized Multivariate Autoregressive (GmAR)-Based Approach for EEG Source Connectivity Analysis. IEEE Trans. Signal Process. 60 (1) (2012)
Xiaohui Chen, Z. Jane Wang, Martin J. McKeown
A Bayesian Lasso via reversible-jump MCMC. Signal Process. 91 (8) (2011)
Jingyun Chen, Ali R. Khan, Martin J. McKeown, Mirza Faisal Beg
Momentum-based morphometric analysis with application to Parkinson's disease. Medical Imaging: Image-Guided Procedures (2011)
Giorgia Tropini, Joyce Chiang, Z. Jane Wang, Edna Ty, Martin J. McKeown
Altered directional connectivity in Parkinson's disease during performance of a visually guided task. NeuroImage 56 (4) (2011)
Xiaohui Chen, Z. Jane Wang, Martin J. McKeown
FMRI group studies of brain connectivity via a group robust Lasso. ICIP (2010)
Meeko M. K. Oishi, Ahmad Ashoori, Martin J. McKeown
Mode Detection in switched pursuit tracking tasks: Hybrid estimation to measure performance in Parkinson's disease. CDC (2010)
Xiaohui Chen, Z. Jane Wang, Martin J. McKeown
Asymptotic analysis of the Huberized LASSO estimator. ICASSP (2010)
Xiaohui Chen, Z. Jane Wang, Martin J. McKeown
Asymptotic analysis of robust LASSOs in the presence of noise with large variance. IEEE Trans. Inf. Theory 56 (10) (2010)
Joyce Chiang, Z. Jane Wang, Martin J. McKeown
Sparse multivariate autoregressive (mAR)-based partial directed coherence (PDC) for electroencephalogram (EEG) analysis. ICASSP (2009)
Jingyun Chen, Samantha J. Palmer, Ali R. Khan, Martin J. McKeown, Mirza Faisal Beg
Freesurfer-initialized large deformation diffeomorphic metric mapping with application to Parkinson's disease. Medical Imaging: Image Processing (2009)
Bernard Ng, Rafeef Abugharbieh, Martin J. McKeown
Discovering Sparse Functional Brain Networks Using Group Replicator Dynamics (GRD). IPMI (2009)
Bernard Ng, Rafeef Abugharbieh, Martin J. McKeown
Detecting Maximal Directional Changes in Spatial fMRI Response Using Canonical Correlation Analysis. ISBI (2009)
Bernard Ng, Rafeef Abugharbieh, Xuemei Huang, Martin J. McKeown
Spatial Characterization of fMRI Activation Maps Using Invariant 3-D Moment Descriptors. IEEE Trans. Medical Imaging 28 (2) (2009)
Bernard Ng, Rafeef Abugharbieh, Martin J. McKeown
Functional Segmentation of fMRI Data Using Adaptive Non-negative Sparse PCA (ANSPCA). MICCAI (1) (2009)
Joyce Chiang, Z. Jane Wang, Martin J. McKeown
A Windowed Eigenspectrum Method for Multivariate sEMG Classification During Reaching Movements. IEEE Signal Process. Lett. 15 (2008)
Bernard Ng, Rafeef Abugharbieh, Martin J. McKeown
Inferring functional connectivity using spatial modulation measures of fMRI signals within brain regions of interest. ISBI (2008)
Joyce Chiang, Z. Jane Wang, Martin J. McKeown
A Hidden Markov, Multivariate Autoregressive (HMM-mAR) Network Framework for Analysis of Surface EMG (sEMG) Data. IEEE Trans. Signal Process. 56 (8-2) (2008)
Ashish Uthama, Rafeef Abugharbieh, Samantha J. Palmer, Anthony Traboulsee, Martin J. McKeown
SPHARM-Based Spatial fMRI Characterization With Intersubject Anatomical Variability Reduction. IEEE J. Sel. Top. Signal Process. 2 (6) (2008)
Pamela Wen-Hsin Lee, Z. Jane Wang, Martin J. McKeown
Mutual information based relevance network analysis: a Parkinson'S disease study. ICASSP (2008)
Zheng Ma, Z. Jane Wang, Martin J. McKeown
Probabilistic Boolean Network for inferring brain connectivity using FMRI data. ICASSP (2008)
Ashish Uthama, Rafeef Abugharbieh, Samantha J. Palmer, Anthony Traboulsee, Martin J. McKeown
Invariant 3D spharm features for characterizing fMRI activations in ROIs while minimizing effects of intersubject anatomical variability. ISBI (2008)
Junning Li, Z. Jane Wang, Samantha J. Palmer, Martin J. McKeown
Dynamic Bayesian network modeling of fMRI: A comparison of group-analysis methods. NeuroImage 41 (2) (2008)
Junning Li, Z. Jane Wang, Janice J. Eng, Martin J. McKeown
Bayesian Network Modeling for Discovering "Dependent Synergies" Among Muscles in Reaching Movements. IEEE Trans. Biomed. Eng. 55 (1) (2008)
Zheng Ma, Z. Jane Wang, Martin J. McKeown
Probabilistic Boolean Network Analysis of Brain Connectivity in Parkinson's Disease. IEEE J. Sel. Top. Signal Process. 2 (6) (2008)
Tülay Adali, Z. Jane Wang, Martin J. McKeown, Philippe Ciuciu, Lars Kai Hansen, Andrzej Cichocki, Vincent D. Calhoun
Introduction to the Issue on fMRI Analysis for Human Brain Mapping. IEEE J. Sel. Top. Signal Process. 2 (6) (2008)
Junning Li, Z. Jane Wang, Martin J. McKeown
Controlling the false discovery rate in modeling brain functional connectivity. ICASSP (2008)
Z. Jane Wang, Martin J. McKeown
Relevance Network Modeling for Muscle Association Pattern in Reaching Movements. ICASSP (1) (2007)

Martin J. McKeown.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Martin J. McKeown