L2 or not L2: Impact of Loss Function Design for Deep Learning MRI Reconstruction

Kerstin Hammernik; Florian Knoll; Daniel K Sodickson; Thomas Pock

L2 or not L2: Impact of Loss Function Design for Deep Learning MRI Reconstruction

Kerstin Hammernik, Florian Knoll, Daniel K Sodickson, Thomas Pock

Institute of Visual Computing (7100)

Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

Original language	English
Title of host publication	Proceedings of the International Society of Magnetic Resonance in Medicine (ISMRM)
Publication status	Published - 2017
Event	25th Scientific Meeting and Exhibition of the International Society for Magnetic Resonance in Medicine: ISMRM 2017 - Honolulu, United States Duration: 22 Apr 2017 → 27 Apr 2017 http://www.ismrm.org/2017-annual-meeting-exhibition/

Conference

Conference	25th Scientific Meeting and Exhibition of the International Society for Magnetic Resonance in Medicine
Country/Territory	United States
City	Honolulu
Period	22/04/17 → 27/04/17
Internet address	http://www.ismrm.org/2017-annual-meeting-exhibition/

L2 or not L2: Impact of Loss Function Design for Deep Learning MRI Reconstruction
Hammernik, K. (Speaker)
22 Apr 2017 → 27 Apr 2017
Activity: Talk or presentation › Talk at conference or symposium › Science to science

Cite this

Hammernik, K, Knoll, F, Sodickson, DK & Pock, T 2017, L2 or not L2: Impact of Loss Function Design for Deep Learning MRI Reconstruction. in Proceedings of the International Society of Magnetic Resonance in Medicine (ISMRM)., 0687, 25th Scientific Meeting and Exhibition of the International Society for Magnetic Resonance in Medicine, Honolulu, Hawaii, United States, 22/04/17.

@inproceedings{cc2825e6939c4d09981c5d9c7ce29823,

title = "L2 or not L2: Impact of Loss Function Design for Deep Learning MRI Reconstruction",

author = "Kerstin Hammernik and Florian Knoll and Sodickson, {Daniel K} and Thomas Pock",

year = "2017",

language = "English",

booktitle = "Proceedings of the International Society of Magnetic Resonance in Medicine (ISMRM)",

note = "25th Scientific Meeting and Exhibition of the International Society for Magnetic Resonance in Medicine : ISMRM 2017 ; Conference date: 22-04-2017 Through 27-04-2017",

url = "http://www.ismrm.org/2017-annual-meeting-exhibition/",

}

TY - GEN

T1 - L2 or not L2: Impact of Loss Function Design for Deep Learning MRI Reconstruction

AU - Hammernik, Kerstin

AU - Knoll, Florian

AU - Sodickson, Daniel K

AU - Pock, Thomas

PY - 2017

Y1 - 2017

M3 - Conference paper

BT - Proceedings of the International Society of Magnetic Resonance in Medicine (ISMRM)

T2 - 25th Scientific Meeting and Exhibition of the International Society for Magnetic Resonance in Medicine

Y2 - 22 April 2017 through 27 April 2017

ER -

L2 or not L2: Impact of Loss Function Design for Deep Learning MRI Reconstruction

Conference

Activities

L2 or not L2: Impact of Loss Function Design for Deep Learning MRI Reconstruction

Cite this