Extraction of the cardiac waveform from simultaneous multislice fMRI data using slice sorted averaging and a deep learning reconstruction filter S Aslan, L Hocke, N Schwarz, B Frederick Neuroimage 198, 303-316, 2019 | 36 | 2019 |
Snowball ICA: a model order free independent component analysis strategy for functional magnetic resonance imaging data G Hu, AB Waters, S Aslan, B Frederick, F Cong, LD Nickerson Frontiers in neuroscience 14, 569657, 2020 | 19 | 2020 |
Joint parameter and state estimation of the hemodynamic model by iterative extended Kalman smoother S Aslan, AT Cemgil, MŞ Aslan, BU Töreyin, A Akın Biomedical Signal Processing and Control 24, 47-62, 2016 | 10 | 2016 |
Comparison of the hemodynamic filtering methods and particle filter with extended Kalman filter approximated proposal function as an efficient hemodynamic state estimation method S Aslan Biomedical Signal Processing and Control 25, 99-107, 2016 | 9 | 2016 |
Joint state and parameter estimation of the hemodynamic model by particle smoother expectation maximization method S Aslan, AT Cemgil, A Akın Journal of Neural Engineering 13 (4), 046010, 2016 | 6 | 2016 |
Hemodynamic Model Inversion by Iterative Extended Kalman Smoother S Aslan Handbook of Neural Computation, 181-199, 2017 | 1 | 2017 |
Spatial Clustering of Amplitude of Low-Frequency Fluctuations of resting state fMRI Aslan, S, Frederick, B, Daskalakis, N Applied Algebraic Topology Research Network, 8th Mexican Workshop on Applied …, 2023 | | 2023 |
Persistent homology characterization of Alzheimer and Control Subjects from resting state functional MRI derived hemodynamic maps Aslan, S, Hocke, L, Frederick, B Applied Algebraic Topology Research Network, 8th Mexican Workshop on Applied …, 2023 | | 2023 |
Regional blood flow deficits in subjects with Alzheimer as indicated by blood arrival time delays Aslan, S, Hocke, L, Frederick, B OHBM 2023, Poster 4293, 2023 | | 2023 |
GWAS and snpnet analysis of amplitude of low frequency fluctuation of resting state fMRI Aslan, S, Frederick, B, Daskalakis, N OHBM 2023, Poster 4331, 2023 | | 2023 |
Prediction of subject biological sex using blood delay map and correlation strength map features Aslan, S, Hocke, L, Frederick, B OHBM 2022, Abstract WTh557, Poster, 2022 | | 2022 |
Brain hemodynamic feature extraction and gender estimation Aslan, S, Frederick, B OHBM 2021, Abstract 2829, 2021 | | 2021 |
Gibbs Sampler Based Brain Temporal Motif Detection Aslan, S, Janes, A, Frederick, B OHBM 2021, Abstract 2558 , Poster, 2021 | | 2021 |
Denoising of Blood Delay Maps by Random Matrix Theory Aslan, S, Frederick, B OHBM 2021, Abstract 2542 , Poster, 2021 | | 2021 |
Snowball ICA: A Model Order Free Independent Component Analysis Strategy for fMRI data LD Hu, G., Waters, A.B., Aslan, S., Cong, F. and Nickerson OHBM 2020, Abstract 1648 , Poster, 2020 | | 2020 |
Group level supervised PCA and denoising of Blood Delay Maps, Aslan, S, Frederick, B OHBM 2020, Abstract 1580, 2020 | | 2020 |
Cross validation based kNN derived mapping of voxels to blood vessel territories, Aslan, S, Schwarz, N, Frederick, B OHBM 2020 Abstract 1561, Poster, 2020 | | 2020 |
Deriving cardiac waveforms from fMRI data using slice selective averaging and a deep learning filter. S Aslan, B Frederick Proc. Intl. Soc. Mag. Reson. Med 27, 3729, 2019 | | 2019 |
Hypersampling of cardiac signals by analytic phase projection without requiring cardiac waveforms B Frederick, L Hocke, N Schwarz, Aslan, S OHBM 2019 Rome, Abstract W881, Poster., 2019 | | 2019 |
An Improved Estimate of the cardiac signal from fMRI by slice averaging and multibranch CNN, Aslan, S, Frederick, B OHBM 2019 Rome, Abstract 4171, Poster., 2019 | | 2019 |