Performance of a deep learning reconstruction method on clinical chest-abdomen-pelvis scans from a dual-layer detector CT system

Objective: The objective of this study was to compare the performance and robustness of a deep learning reconstruction method against established alte...

Saved in:
Bibliographic Details
Main Authors: Schuppert, Christopher (Author) , Rahn, Stefanie (Author) , Schnellbächer, Nikolas David (Author) , Bergner, Frank (Author) , Grass, Michael (Author) , Kauczor, Hans-Ulrich (Author) , Skornitzke, Stephan (Author) , Weber, Tim (Author) , Do, Thuy (Author)
Format: Article (Journal)
Language:English
Published: 2025 September
In: Tomography
Year: 2025, Volume: 11, Issue: 9, Pages: 1-12
ISSN:2379-139X
DOI:10.3390/tomography11090094
Online Access:Verlag, kostenfrei, Volltext: https://doi.org/10.3390/tomography11090094
Verlag, kostenfrei, Volltext: https://www.mdpi.com/2379-139X/11/9/94
Get full text
Author Notes:Christopher Schuppert, Stefanie Rahn, Nikolas D. Schnellbächer, Frank Bergner, Michael Grass, Hans-Ulrich Kauczor, Stephan Skornitzke, Tim F. Weber and Thuy D. Do

MARC

LEADER 00000naa a2200000 c 4500
001 1961114739
003 DE-627
005 20260216094330.0
007 cr uuu---uuuuu
008 260216s2025 xx |||||o 00| ||eng c
024 7 |a 10.3390/tomography11090094  |2 doi 
035 |a (DE-627)1961114739 
035 |a (DE-599)KXP1961114739 
040 |a DE-627  |b ger  |c DE-627  |e rda 
041 |a eng 
084 |a 33  |2 sdnb 
100 1 |a Schuppert, Christopher  |e VerfasserIn  |0 (DE-588)1178063356  |0 (DE-627)1049131398  |0 (DE-576)517667045  |4 aut 
245 1 0 |a Performance of a deep learning reconstruction method on clinical chest-abdomen-pelvis scans from a dual-layer detector CT system  |c Christopher Schuppert, Stefanie Rahn, Nikolas D. Schnellbächer, Frank Bergner, Michael Grass, Hans-Ulrich Kauczor, Stephan Skornitzke, Tim F. Weber and Thuy D. Do 
264 1 |c 2025 September 
300 |b Illustrationen 
300 |a 12 
336 |a Text  |b txt  |2 rdacontent 
337 |a Computermedien  |b c  |2 rdamedia 
338 |a Online-Ressource  |b cr  |2 rdacarrier 
500 |a Online veröffentlicht am 25. August 2025 
500 |a Gesehen am 16.02.2026 
520 |a Objective: The objective of this study was to compare the performance and robustness of a deep learning reconstruction method against established alte... 
650 4 |a computed tomography 
650 4 |a deep learning reconstruction 
650 4 |a denoising 
650 4 |a image noise 
650 4 |a image quality 
700 1 |a Rahn, Stefanie  |d 1993-  |e VerfasserIn  |0 (DE-588)1298525853  |0 (DE-627)1854496174  |4 aut 
700 1 |a Schnellbächer, Nikolas David  |d 1987-  |e VerfasserIn  |0 (DE-588)1142547612  |0 (DE-627)1002246792  |0 (DE-576)494843993  |4 aut 
700 1 |a Bergner, Frank  |e VerfasserIn  |4 aut 
700 1 |a Grass, Michael  |e VerfasserIn  |4 aut 
700 1 |a Kauczor, Hans-Ulrich  |d 1962-  |e VerfasserIn  |0 (DE-588)139267123  |0 (DE-627)70327113X  |0 (DE-576)310955327  |4 aut 
700 1 |a Skornitzke, Stephan  |d 1987-  |e VerfasserIn  |0 (DE-588)1110072589  |0 (DE-627)864783523  |0 (DE-576)475718267  |4 aut 
700 1 |a Weber, Tim  |d 1977-  |e VerfasserIn  |0 (DE-588)133392694  |0 (DE-627)544045017  |0 (DE-576)299816613  |4 aut 
700 1 |a Do, Thuy  |d 1986-  |e VerfasserIn  |0 (DE-588)1156815800  |0 (DE-627)1019763485  |0 (DE-576)502462205  |4 aut 
773 0 8 |i Enthalten in  |t Tomography  |d Ann Arbor, Michigan : Grapho Publications, 2015  |g 11(2025), 9 vom: Sept., Seite 1-12  |h Online-Ressource  |w (DE-627)859892174  |w (DE-600)2857000-5  |w (DE-576)47005283X  |x 2379-139X  |7 nnas  |a Performance of a deep learning reconstruction method on clinical chest-abdomen-pelvis scans from a dual-layer detector CT system 
773 1 8 |g volume:11  |g year:2025  |g number:9  |g month:09  |g pages:1-12  |g extent:12  |a Performance of a deep learning reconstruction method on clinical chest-abdomen-pelvis scans from a dual-layer detector CT system 
856 4 0 |u https://doi.org/10.3390/tomography11090094  |x Verlag  |x Resolving-System  |z kostenfrei  |3 Volltext  |7 0 
856 4 0 |u https://www.mdpi.com/2379-139X/11/9/94  |x Verlag  |z kostenfrei  |3 Volltext  |7 0 
951 |a AR 
992 |a 20260216 
993 |a Article 
994 |a 2025 
998 |g 1156815800  |a Do, Thuy  |m 1156815800:Do, Thuy  |d 50000  |e 50000PD1156815800  |k 0/50000/  |p 9  |y j 
998 |g 133392694  |a Weber, Tim  |m 133392694:Weber, Tim  |d 50000  |e 50000PW133392694  |k 0/50000/  |p 8 
998 |g 1110072589  |a Skornitzke, Stephan  |m 1110072589:Skornitzke, Stephan  |d 50000  |e 50000PS1110072589  |k 0/50000/  |p 7 
998 |g 139267123  |a Kauczor, Hans-Ulrich  |m 139267123:Kauczor, Hans-Ulrich  |d 910000  |d 911400  |e 910000PK139267123  |e 911400PK139267123  |k 0/910000/  |k 1/910000/911400/  |p 6 
998 |g 1298525853  |a Rahn, Stefanie  |m 1298525853:Rahn, Stefanie  |d 910000  |d 911400  |e 910000PR1298525853  |e 911400PR1298525853  |k 0/910000/  |k 1/910000/911400/  |p 2 
999 |a KXP-PPN1961114739  |e 4918135234 
BIB |a Y 
SER |a journal 
JSO |a {"recId":"1961114739","origin":[{"dateIssuedKey":"2025","dateIssuedDisp":"2025 September"}],"physDesc":[{"extent":"12 S.","noteIll":"Illustrationen"}],"type":{"media":"Online-Ressource","bibl":"article-journal"},"name":{"displayForm":["Christopher Schuppert, Stefanie Rahn, Nikolas D. Schnellbächer, Frank Bergner, Michael Grass, Hans-Ulrich Kauczor, Stephan Skornitzke, Tim F. Weber and Thuy D. Do"]},"person":[{"given":"Christopher","role":"aut","display":"Schuppert, Christopher","family":"Schuppert"},{"role":"aut","given":"Stefanie","display":"Rahn, Stefanie","family":"Rahn"},{"given":"Nikolas David","role":"aut","display":"Schnellbächer, Nikolas David","family":"Schnellbächer"},{"role":"aut","given":"Frank","family":"Bergner","display":"Bergner, Frank"},{"family":"Grass","display":"Grass, Michael","role":"aut","given":"Michael"},{"family":"Kauczor","display":"Kauczor, Hans-Ulrich","role":"aut","given":"Hans-Ulrich"},{"display":"Skornitzke, Stephan","family":"Skornitzke","role":"aut","given":"Stephan"},{"display":"Weber, Tim","family":"Weber","role":"aut","given":"Tim"},{"display":"Do, Thuy","family":"Do","given":"Thuy","role":"aut"}],"id":{"doi":["10.3390/tomography11090094"],"eki":["1961114739"]},"title":[{"title":"Performance of a deep learning reconstruction method on clinical chest-abdomen-pelvis scans from a dual-layer detector CT system","title_sort":"Performance of a deep learning reconstruction method on clinical chest-abdomen-pelvis scans from a dual-layer detector CT system"}],"language":["eng"],"note":["Online veröffentlicht am 25. August 2025","Gesehen am 16.02.2026"],"relHost":[{"note":["Gesehen am 06.03.23"],"title":[{"title_sort":"Tomography","subtitle":"a journal of imaging research","title":"Tomography"}],"language":["eng"],"disp":"Performance of a deep learning reconstruction method on clinical chest-abdomen-pelvis scans from a dual-layer detector CT systemTomography","part":{"extent":"12","text":"11(2025), 9 vom: Sept., Seite 1-12","pages":"1-12","year":"2025","volume":"11","issue":"9"},"type":{"media":"Online-Ressource","bibl":"periodical"},"id":{"issn":["2379-139X"],"zdb":["2857000-5"],"eki":["859892174"]},"pubHistory":["Volume 1, issue 1 (September 2015)-"],"recId":"859892174","physDesc":[{"extent":"Online-Ressource"}],"origin":[{"publisherPlace":"Ann Arbor, Michigan","dateIssuedDisp":"[2015]-","publisher":"Grapho Publications"}],"titleAlt":[{"title":"Tomography (Ann Arbor)"}]}]} 
SRT |a SCHUPPERTCPERFORMANC2025