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Serdar Aslan
Serdar Aslan
Research Fellow, Harvard Medical School
Verified email at mclean.harvard.edu
Title
Cited by
Cited by
Year
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
302019
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
162020
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
92016
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
92016
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
52016
Hemodynamic Model Inversion by Iterative Extended Kalman Smoother
S Aslan
Handbook of Neural Computation, 181-199, 2017
12017
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
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