Maximum-likelihood estimation of current-dipole parameters for data obtained using multichannel magnetometer. - Kensuke Sekihara; Yukiko Ogura; Masao Hotta (IEEE Trans. Biomed. Eng., 1992)

Details of simulated annealing algorithm to estimate parameters of multiple current dipoles using biomagnetic data. - Kensuke Sekihara; Hideaki Haneishi; Nagaaki Ohyama (IEEE Trans. Medical Imaging, 1992)

Relationship between dipole parameter estimation errors and measurement conditions in magnetoencephalography. - Yukiko Ogura; Kensuke Sekihara (IEEE Trans. Biomed. Eng., 1993)

Multiple current dipole estimation using simulated annealing. - Hideaki Haneishi; Nagaaki Ohyama; Kensuke Sekihara; Toshio Honda (IEEE Trans. Biomed. Eng., 1994)

Reconstructing current distributions from biomagnetic measurements under large external noise disturbances. - Kensuke Sekihara; Bernhard Scholz; Herbert Bruder (IEEE Trans. Medical Imaging, 1994)

Average-intensity reconstruction and Wiener reconstruction of bioelectric current distribution based on its estimated covariance matrix. - Kensuke Sekihara; Bernhard Scholz (IEEE Trans. Biomed. Eng., 1995)

Generalized Wiener estimation of three-dimensional current distribution from biomagnetic measurements. - Kensuke Sekihara; Bernhard Scholz (IEEE Trans. Biomed. Eng., 1996)

Noise covariance incorporated MEG-MUSIC algorithm: a method for multiple-dipole estimation tolerant of the influence of background brain activity. - Kensuke Sekihara; David Poeppel; Alec Marantz; Hideaki Koizumi; Yasushi Miyashita (IEEE Trans. Biomed. Eng., 1997)

MEG covariance difference analysis: a method to extract target source activities by using task and control measurements. - Kensuke Sekihara; David Poeppel; Alec Marantz; Colin Phillips; Hideaki Koizumi; Yasushi Miyashita (IEEE Trans. Biomed. Eng., 1998)

MEG spatio-temporal analysis using a covariance matrix calculated from nonaveraged multiple-epoch data. - Kensuke Sekihara; David Poeppel; Alec Marantz; Hideaki Koizumi; Yasushi Miyashita (IEEE Trans. Biomed. Eng., 1999)

Time-Frequency MEG-MUSIC Algorithm. - Kensuke Sekihara; Srikantan S. Nagarajan; David Poeppel; Yasushi Miyashita (IEEE Trans. Medical Imaging, 1999)

Estimating neural sources from each time-frequency component of magnetoencephalographic data. - Kensuke Sekihara; Srikantan S. Nagarajan; David Poeppel; Satoru Miyauchi; Norio Fujimaki; Hideaki Koizumi; Yasushi Miyashita (IEEE Trans. Biomed. Eng., 2000)

Reconstructing spatio-temporal activities of neural sources from magnetoencephalographic data using a vector beamformer. - Kensuke Sekihara; Srikantan S. Nagarajan; David Poeppel; Yasushi Miyashita (ICASSP, 2001)

Reconstructing spatio-temporal activities of neural sources using an MEG vector beamformer technique. - Kensuke Sekihara; Srikantan S. Nagarajan; David Poeppel; Alec Marantz; Yasushi Miyashita (IEEE Trans. Biomed. Eng., 2001)

Performance of an MEG adaptive-beamformer technique in the presence of correlated neural activities: correlation-coefficient estimation and time-course retrieval. - Kensuke Sekihara; Srikantan S. Nagarajan; David Poeppel; Alec Marantz (ISBI, 2002)

Performance of an MEG adaptive-beamformer technique in the presence of correlated neural activities: effects on signal intensity and time-course estimates. - Kensuke Sekihara; Srikantan S. Nagarajan; David Poeppel; Alec Marantz (IEEE Trans. Biomed. Eng., 2002)

Performance of an MEG adaptive-beamformer source reconstruction technique in the presence of additive low-rank interference. - Kensuke Sekihara; Srikantan S. Nagarajan; David Poeppel; Alec Marantz (IEEE Trans. Biomed. Eng., 2004)

Asymptotic SNR of scalar and vector minimum-variance beamformers for neuromagnetic source reconstruction. - Kensuke Sekihara; Srikantan S. Nagarajan; David Poeppel; Alec Marantz (IEEE Trans. Biomed. Eng., 2004)

Stimulus Evoked Independent Factor Analysis of MEG Data with Large Background Activity. - Srikantan S. Nagarajan; Hagai Attias; Kenneth E. Hild II; Kensuke Sekihara (NIPS, 2005)

A simple nonparametric statistical thresholding for MEG spatial-filter source reconstruction images. - Kensuke Sekihara; Maneesh Sahani; Srikantan S. Nagarajan (NeuroImage, 2005)

Localization bias and spatial resolution of adaptive and non-adaptive spatial filters for MEG source reconstruction. - Kensuke Sekihara; Maneesh Sahani; Srikantan S. Nagarajan (NeuroImage, 2005)

Partitioned Factor Analysis for Interference Suppression and Source Extraction. - Srikantan S. Nagarajan; Hagai Attias; Kensuke Sekihara; Kenneth E. Hild II (ICA, 2006)

Two probabilistic algorithms for MEG/EEG source reconstruction. - Johanna M. Zumer; Hagai Attias; Kensuke Sekihara; Srikantan S. Nagarajan (ISBI, 2006)

A graphical model for estimating stimulus-evoked brain responses from magnetoencephalography data with large background brain activity. - Srikantan S. Nagarajan; Hagai Thomas Attias; Kenneth E. Hild II; Kensuke Sekihara (NeuroImage, 2006)

Controlled Support MEG imaging. - Srikantan S. Nagarajan; Oleg Portniaguine; Dosik Hwang; Chris Johnson; Kensuke Sekihara (NeuroImage, 2006)

Modified beamformers for coherent source region suppression. - Sarang S. Dalal; Kensuke Sekihara; Srikantan S. Nagarajan (IEEE Trans. Biomed. Eng., 2006)

A novel adaptive beamformer for MEG source reconstruction effective when large background brain activities exist. - Kensuke Sekihara; Kenneth E. Hild II; Srikantan S. Nagarajan (IEEE Trans. Biomed. Eng., 2006)

A probabilistic algorithm integrating source localization and noise suppression for MEG and EEG data. - Johanna M. Zumer; Hagai Thomas Attias; Kensuke Sekihara; Srikantan S. Nagarajan (NeuroImage, 2007)

Estimating the Location and Orientation of Complex, Correlated Neural Activity using MEG. - David P. Wipf; Julia P. Owen; Hagai Attias; Kensuke Sekihara; Srikantan S. Nagarajan (NIPS, 2008)

Five-dimensional neuroimaging: Localization of the time-frequency dynamics of cortical activity. - Sarang S. Dalal; Adrian G. Guggisberg; Erik Edwards; Kensuke Sekihara; Anne M. Findlay; Ryan T. Canolty; Mitchel S. Berger; Robert T. Knight; Nicholas M. Barbaro; Heidi E. Kirsch; Srikantan S. Nagarajan (NeuroImage, 2008)

Probabilistic algorithms for MEG/EEG source reconstruction using temporal basis functions learned from data. - Johanna M. Zumer; Hagai Thomas Attias; Kensuke Sekihara; Srikantan S. Nagarajan (NeuroImage, 2008)

Performance of Prewhitening Beamforming in MEG Dual Experimental Conditions. - Kensuke Sekihara; Kenneth E. Hild II; Sarang S. Dalal; Srikantan S. Nagarajan (IEEE Trans. Biomed. Eng., 2008)

Robust Methods for Reconstructing Brain Activity and Functional Connectivity Between Brain Sources with MEG/EEG Data. - Julia P. Owen; David P. Wipf; Hagai Attias; Kensuke Sekihara; Srikantan S. Nagarajan (ISBI, 2009)

Functional Imaging of Spinal Cord Electrical Activity From Its Evoked Magnetic Field. - Tomoya Sato; Yoshiaki Adachi; Masaki Tomori; Senichi Ishii; Shigenori Kawabata; Kensuke Sekihara (IEEE Trans. Biomed. Eng., 2009)

Robust Bayesian estimation of the location, orientation, and time course of multiple correlated neural sources using MEG. - David P. Wipf; Julia P. Owen; Hagai Thomas Attias; Kensuke Sekihara; Srikantan S. Nagarajan (NeuroImage, 2010)

Array-Gain Constraint Minimum-Norm Spatial Filter With Recursively Updated Gram Matrix For Biomagnetic Source Imaging. - Isamu Kumihashi; Kensuke Sekihara (IEEE Trans. Biomed. Eng., 2010)

MEG/EEG Source Reconstruction, Statistical Evaluation, and Visualization with NUTMEG. - Sarang S. Dalal; Johanna M. Zumer; Adrian G. Guggisberg; Michael Trumpis; Daniel D. E. Wong; Kensuke Sekihara; Srikantan S. Nagarajan (Comput. Intell. Neurosci., 2011)

Removal of Spurious Coherence in MEG Source-Space Coherence Analysis. - Kensuke Sekihara; Julia P. Owen; Stephan Trisno; Srikantan S. Nagarajan (IEEE Trans. Biomed. Eng., 2011)

Effectiveness of sparse Bayesian algorithm for MVAR coefficient estimation in MEG/EEG source-space causality analysis - Kensuke Sekihara; Hagai Attias; Julia P. Owen; Srikantan S. Nagarajan (CoRR, 2012)

Performance evaluation of the Champagne source reconstruction algorithm on simulated and real M/EEG data. - Julia P. Owen; David P. Wipf; Hagai Thomas Attias; Kensuke Sekihara; Srikantan S. Nagarajan (NeuroImage, 2012)

Quantitative performance assessments for neuromagnetic imaging systems. - Ryo Koga; Ei Hiyama; Takuya Matsumoto; Kensuke Sekihara (EMBC, 2013)

Residual coherence and residual envelope correlation in MEG/EEG source-space connectivity analysis. - Kensuke Sekihara; Srikantan S. Nagarajan (EMBC, 2013)

Removal of stimulus-induced artifacts in functional spinal cord imaging. - Taishi Watanabe; Yuya Kawabata; Dai Ukegawa; Shigenori Kawabata; Yoshiaki Adachi; Kensuke Sekihara (EMBC, 2013)

A hierarchical Bayesian M/EEG imagingmethod correcting for incomplete spatio-temporal priors. - Carsten Stahlhut; Hagai Thomas Attias; Kensuke Sekihara; David P. Wipf; Lars Kai Hansen; Srikantan S. Nagarajan (ISBI, 2013)

Magnetospinography: Instruments and Application to Functional Imaging of Spinal Cords. - Yoshiaki Adachi; Daisuke Oyama; Shigenori Kawabata; Kensuke Sekihara; Yasuhiro Haruta; Gen Uehara (IEICE Trans. Electron., 2013)

Biomagnetic measurement system for supine subjects with expanded sensor array and real-time noise reduction. - Yoshiaki Adachi; Shigenori Kawabata; Tetsuo Sasano; Yasuhiro Haruta; Daisuke Oyama; Gen Uehara; Kensuke Sekihara (EMBC, 2015)

Hierarchical multiscale Bayesian algorithms for biomagnetic brain imaging. - Chang Cai; Kensuke Sekihara; Srikantan S. Nagarajan (NER, 2017)

Hierarchical multiscale Bayesian algorithm for robust MEG/EEG source reconstruction. - Chang Cai; Kensuke Sekihara; Srikantan S. Nagarajan (NeuroImage, 2018)

A Novel Scanning Algorithm for MEG/EEG imaging using Covariance Partitioning and Noise Learning. - Chang Cai; Kensuke Sekihara; Srikantan S. Nagarajan (EMBC, 2019)

Robust Bayesian algorithm for distributed source reconstructions MEG/EEG data. - Chang Cai; Mithun Diwakar; Kensuke Sekihara; Srikantan S. Nagarajan (NER, 2019)

Evaluation of a dual signal subspace projection algorithm in magnetoencephalographic recordings from patients with intractable epilepsy and vagus nerve stimulators. - Chang Cai; Jiajing Xu 001; Jayabal Velmurugan; Robert Knowlton; Kensuke Sekihara; Srikantan S. Nagarajan; Heidi E. Kirsch (NeuroImage, 2019)

Robust Empirical Bayesian Reconstruction of Distributed Sources for Electromagnetic Brain Imaging. - Chang Cai; Mithun Diwakar; Dan Chen 001; Kensuke Sekihara; Srikantan S. Nagarajan (IEEE Trans. Medical Imaging, 2020)

Robust estimation of noise for electromagnetic brain imaging with the champagne algorithm. - Chang Cai; Ali Hashemi 002; Mithun Diwakar; Stefan Haufe; Kensuke Sekihara; Srikantan S. Nagarajan (NeuroImage, 2021)

Empirical Bayesian localization of event-related time-frequency neural activity dynamics. - Chang Cai; Leighton B. N. Hinkley; Yijing Gao; Ali Hashemi 002; Stefan Haufe; Kensuke Sekihara; Srikantan S. Nagarajan (NeuroImage, 2022)

Bayesian Inference for Brain Source Imaging with Joint Estimation of Structured Low-Rank Noise. - Sanjay Ghosh; Chang Cai; Yijing Gao; Ali Hashemi 002; Stefan Haufe; Kensuke Sekihara; Ashish Raj; Srikantan S. Nagarajan (ISBI, 2023)

Bayesian Algorithms for Joint Estimation of Brain Activity and Noise in Electromagnetic Imaging. - Chang Cai; Huicong Kang; Ali Hashemi 002; Dan Chen 001; Mithun Diwakar; Stefan Haufe; Kensuke Sekihara; Wei Wu 022; Srikantan S. Nagarajan (IEEE Trans. Medical Imaging, 2023)

Bayesian Adaptive Beamformer for Robust Electromagnetic Brain Imaging of Correlated Sources in High Spatial Resolution. - Chang Cai; Yuanshun Long; Sanjay Ghosh; Ali Hashemi 002; Yijing Gao; Mithun Diwakar; Stefan Haufe; Kensuke Sekihara; Wei Wu 022; Srikantan S. Nagarajan (IEEE Trans. Medical Imaging, 2023)