This file was created by the TYPO3 extension
bib
--- Timezone: CET
Creation date: 2024-03-29
Creation time: 03-29-05
--- Number of references
17
article
KastnerMHMPCWHRE2023
Compressed AFM-IR hyperspectral nanoimaging
Measurement Science and Technology
2023
9
21
8.4,8.42,LargeScaleDataAna,Regression
accepted
10.1088/1361-6501/acfc27
BKästner
MMarschall
AHornemann
SMetzner
PPatoka
SCortes
GWübbeler
AHoehl
ERühl
CElster
article
MarschallWSE2023
Machine learning based priors for Bayesian inversion in MR imaging
Metrologia
2023
7
4
60
4
8.4,8.42,LargeScaleDataAna,ML
10.1088/1681-7575/ace3c2
MMarschall
GWübbeler
FSchmähling
CElster
article
BrahmaKMSK2023
Data-efficient Bayesian learning for radial dynamic MR reconstruction
Medical Physics
2023
6
27
8.4,8.42,ML,Messunsicherheit,LargeScaleDataAna
10.1002/mp.16543
SBrahma
CKolbitsch
JMartin
TSchäffter
AKofler
article
MarschallWSE2022
Generative models and Bayesian inversion using Laplace approximation
Computational Statistics
2023
3
16
8.4,8.42,ML,LargeScaleDataAna
10.1007/s00180-023-01345-5
MMarschall
GWübbeler
FSchmähling
CElster
article
MetznerKMWWBHRE2022
Assessment of Subsampling Schemes for Compressive Nano-FTIR Imaging
IEEE Transactions on Instrumentation and Measurement
2022
9
12
71
1-8
8.4,8.42,LargeScaleDataAna
10.1109/TIM.2022.3204072
SMetzner
BKästner
MMarschall
GWübbeler
SWundrack
ABakin
AHoehl
ERühl
CElster
article
MetznerWKE2022
A comparison of two data analysis approaches for quantitative Magnetic Resonance Imaging
Measurement Science and Technology
2022
4
5
33
7
075401
8.4,8.42,LargeScaleDataAna
10.1088/1361-6501/ac5fff
SMetzner
GWübbeler
CKolbitsch
CElster
article
WubbelerMRKE2021
Compressive nano-FTIR chemical mapping
Measurement Science and Technology
2021
12
24
33
035402
8.4,8.42,LargeScaleDataAna,Regression
accepted
10.1088/1361-6501/ac407a
GWübbeler
MMarschall
ERühl
BKästner
CElster
phdthesis
Metzner2021
Bayesian data analysis for magnetic resonance fingerprinting
2021
12
7
publiziert
8.4,8.42,Messunsicherheit,Regression,Fingerprinting,LargeScaleDataAna
TU Berlin
PhD Thesis
10.14279/depositonce-12455
SMetzner
article
MetznerWFGKE2021
Bayesian uncertainty quantification for magnetic resonance fingerprinting
Physics in Medicine & Biology
2021
3
1
66
7
075006
8.4,8.42,Messunsicherheit,Regression,Fingerprinting,LargeScaleDataAna
10.1088/1361-6560/abeae7
SMetzner
GWübbeler
SFlassbeck
CGatefait
CKolbitsch
CElster
article
WubbelerE2020_2
Efficient experimental sampling through low-rank matrix recovery
Metrologia
2021
1
7
58
1
014002
online
8.4,8.42,Regression,LargeScaleDataAna
accepted
10.1088/1681-7575/abc97b
GWübbeler
CElster
article
MarschallHWHRKE2020
Compressed FTIR spectroscopy using low-rank matrix reconstruction
Opt. Express
2020
12
10
26
28
38762--38772
8.4,8.42,Regression,LargeScaleDataAna
10.1364/OE.404959
MMarschall
AHornemann
GWübbeler
AHoehl
ERühl
BKästner
CElster
article
LehnertKWCSE2019
Large-Scale Bayesian Spatial-Temporal Regression with Application to Cardiac MR-Perfusion Imaging
SIAM J. Imaging Sci.
2019
12
12
12
4
2035--2062
8.4,8.42,Regression,LargeScaleDataAna
10.1137/19M1246274
JudithLehnert
ChristophKolbitsch
GerdWübbeler
AmedeoChiribiri
TobiasSchäffter
ClemensElster
article
MetznerWE2018
Approximate large-scale Bayesian spatial modeling with application to quantitative magnetic resonance imaging
AStA Adv Stat Anal
2019
8
29
103
3
333--355
8.4,8.42,Messunsicherheit,Regression,Fingerprinting,LargeScaleDataAna
10.1007/s10182-018-00334-0
SMetzner
GWübbeler
CElster
article
LehnertWKCCESSE2018
Pixel-wise quantification of myocardial perfusion using spatial Tikhonov regularization
Physics in Medicine & Biology
2018
10
10
63
215017
8.4, 8.42,Regression,LargeScaleDataAna
10.1088/1361-6560/aae758
JLehnert
GWübbeler
CKolbitsch
AChiribiri
LCoquelin
GEbrard
NSmith
TSchäffter
CElster
article
KastnerSHUHKPRWE2018
Compressed sensing FTIR nano-spectroscopy and nano-imaging
Optics Express
2018
7
26
14
18115--18124
8.4,8.42,LargeScaleDataAna
10.1364/OE.26.018115
BKästner
FSchmähling
AHornemann
GUlrich
AHoehl
MKruskopf
KPierz
MRaschke
GWübbeler
CElster
article
SchmahlingWKRSTSE2017
Uncertainty evaluation and propagation for spectral measurements
Color, Research and Application
2017
9
26
43
1
6--16
8.4,8.42,Unsicherheit,LargeScaleDataAna
10.1002/col.22185
FSchmähling
GWübbeler
UKrüger
BRuggaber
FSchmidt
R DTaubert
ASperling
CElster
article
WubbelerE2017
A Large-Scale Optimization Method Using a Sparse Approximation of the Hessian for Magnetic Resonance Fingerprinting
SIAM J. Imaging Sci.
2017
8
21
10
3
979--1004
8.4,8.42,Fingerprinting,LargeScaleDataAna
10.1137/16M1095032
GWübbeler
CElster