Deterministic arterial input function selection in DCE-MRI for automation of quantitative perfusion calculation of colorectal cancer

Development of a deterministic algorithm for automated detection of the Arterial Input Function (AIF) in DCE-MRI of colorectal cancer. Using a filter pipeline to determine the AIF region of interest. Comparison to algorithms from literature with mean squared error and quantitative perfusion paramete...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: Tönnes, Christian (VerfasserIn) , Janssen, Sonja (VerfasserIn) , Golla, Alena-Kathrin (VerfasserIn) , Uhrig, Tanja (VerfasserIn) , Chung, Khanlian (VerfasserIn) , Schad, Lothar R. (VerfasserIn) , Zöllner, Frank G. (VerfasserIn)
Dokumenttyp: Article (Journal)
Sprache:Englisch
Veröffentlicht: 2021
In: Magnetic resonance imaging
Year: 2021, Jahrgang: 75, Pages: 116-123
ISSN:1873-5894
DOI:10.1016/j.mri.2020.09.009
Online-Zugang:Verlag, lizenzpflichtig, Volltext: https://doi.org/10.1016/j.mri.2020.09.009
Verlag, lizenzpflichtig, Volltext: https://www.sciencedirect.com/science/article/pii/S0730725X20302423
Volltext
Verfasserangaben:Christian Tönnes, Sonja Janssen, Alena-Kathrin Golla, Tanja Uhrig, Khanlian Chung, Lothar R. Schad, Frank Gerrit Zöllner

MARC

LEADER 00000caa a2200000 c 4500
001 1755857675
003 DE-627
005 20220819180054.0
007 cr uuu---uuuuu
008 210423s2021 xx |||||o 00| ||eng c
024 7 |a 10.1016/j.mri.2020.09.009  |2 doi 
035 |a (DE-627)1755857675 
035 |a (DE-599)KXP1755857675 
035 |a (OCoLC)1341405836 
040 |a DE-627  |b ger  |c DE-627  |e rda 
041 |a eng 
084 |a 33  |2 sdnb 
100 1 |a Tönnes, Christian  |d 1990-  |e VerfasserIn  |0 (DE-588)1232095389  |0 (DE-627)1755847319  |4 aut 
245 1 0 |a Deterministic arterial input function selection in DCE-MRI for automation of quantitative perfusion calculation of colorectal cancer  |c Christian Tönnes, Sonja Janssen, Alena-Kathrin Golla, Tanja Uhrig, Khanlian Chung, Lothar R. Schad, Frank Gerrit Zöllner 
264 1 |c 2021 
300 |a 8 
336 |a Text  |b txt  |2 rdacontent 
337 |a Computermedien  |b c  |2 rdamedia 
338 |a Online-Ressource  |b cr  |2 rdacarrier 
500 |a Gesehen am 23.04.2021 
520 |a Development of a deterministic algorithm for automated detection of the Arterial Input Function (AIF) in DCE-MRI of colorectal cancer. Using a filter pipeline to determine the AIF region of interest. Comparison to algorithms from literature with mean squared error and quantitative perfusion parameter Ktrans. The AIF found by our algorithm has a lower mean squared error (0.0022±0.0021) in reference to the manual annotation than comparable algorithms. The error of Ktrans (21.52±17.2%) is lower than that of other algorithms. Our algorithm generates reproducible results and thus supports a robust and comparable perfusion analysis. 
650 4 |a Arterial input function 
650 4 |a Colorectal cancer 
650 4 |a Dynamic contrast enhanced MRI 
650 4 |a Quantitative perfusion 
650 4 |a Segmentation 
700 1 |a Janssen, Sonja  |d 1987-  |e VerfasserIn  |0 (DE-588)1033103748  |0 (DE-627)74078871X  |0 (DE-576)380756110  |4 aut 
700 1 |a Golla, Alena-Kathrin  |d 1991-  |e VerfasserIn  |0 (DE-588)1232099384  |0 (DE-627)1755854447  |4 aut 
700 1 |a Uhrig, Tanja  |d 1989-  |e VerfasserIn  |0 (DE-588)1139801902  |0 (DE-627)897690001  |0 (DE-576)493480722  |4 aut 
700 1 |a Chung, Khanlian  |d 1988-  |e VerfasserIn  |0 (DE-588)1178448363  |0 (DE-627)1049381440  |0 (DE-576)517783150  |4 aut 
700 1 |a Schad, Lothar R.  |d 1956-  |e VerfasserIn  |0 (DE-588)1028817630  |0 (DE-627)731640241  |0 (DE-576)376271221  |4 aut 
700 1 |a Zöllner, Frank G.  |d 1976-  |e VerfasserIn  |0 (DE-588)129580015  |0 (DE-627)473357054  |0 (DE-576)297732587  |4 aut 
773 0 8 |i Enthalten in  |t Magnetic resonance imaging  |d Amsterdam [u.a.] : Elsevier Science, 1982  |g 75(2021), Seite 116-123  |h Online-Ressource  |w (DE-627)306661160  |w (DE-600)1500646-3  |w (DE-576)081986750  |x 1873-5894  |7 nnas  |a Deterministic arterial input function selection in DCE-MRI for automation of quantitative perfusion calculation of colorectal cancer 
773 1 8 |g volume:75  |g year:2021  |g pages:116-123  |g extent:8  |a Deterministic arterial input function selection in DCE-MRI for automation of quantitative perfusion calculation of colorectal cancer 
856 4 0 |u https://doi.org/10.1016/j.mri.2020.09.009  |x Verlag  |x Resolving-System  |z lizenzpflichtig  |3 Volltext 
856 4 0 |u https://www.sciencedirect.com/science/article/pii/S0730725X20302423  |x Verlag  |z lizenzpflichtig  |3 Volltext 
951 |a AR 
992 |a 20210423 
993 |a Article 
994 |a 2021 
998 |g 129580015  |a Zöllner, Frank G.  |m 129580015:Zöllner, Frank G.  |d 60000  |d 65200  |e 60000PZ129580015  |e 65200PZ129580015  |k 0/60000/  |k 1/60000/65200/  |p 7  |y j 
998 |g 1028817630  |a Schad, Lothar R.  |m 1028817630:Schad, Lothar R.  |d 60000  |d 65200  |e 60000PS1028817630  |e 65200PS1028817630  |k 0/60000/  |k 1/60000/65200/  |p 6 
998 |g 1178448363  |a Chung, Khanlian  |m 1178448363:Chung, Khanlian  |d 60000  |d 65200  |e 60000PC1178448363  |e 65200PC1178448363  |k 0/60000/  |k 1/60000/65200/  |p 5 
998 |g 1139801902  |a Uhrig, Tanja  |m 1139801902:Uhrig, Tanja  |d 60000  |d 65200  |e 60000PU1139801902  |e 65200PU1139801902  |k 0/60000/  |k 1/60000/65200/  |p 4 
998 |g 1232099384  |a Golla, Alena-Kathrin  |m 1232099384:Golla, Alena-Kathrin  |d 60000  |d 65200  |e 60000PG1232099384  |e 65200PG1232099384  |k 0/60000/  |k 1/60000/65200/  |p 3 
998 |g 1033103748  |a Janssen, Sonja  |m 1033103748:Janssen, Sonja  |d 60000  |d 62900  |e 60000PJ1033103748  |e 62900PJ1033103748  |k 0/60000/  |k 1/60000/62900/  |p 2 
998 |g 1232095389  |a Tönnes, Christian  |m 1232095389:Tönnes, Christian  |d 60000  |d 65200  |e 60000PT1232095389  |e 65200PT1232095389  |k 0/60000/  |k 1/60000/65200/  |p 1  |x j 
999 |a KXP-PPN1755857675  |e 3915145289 
BIB |a Y 
SER |a journal 
JSO |a {"id":{"eki":["1755857675"],"doi":["10.1016/j.mri.2020.09.009"]},"recId":"1755857675","relHost":[{"language":["eng"],"part":{"pages":"116-123","year":"2021","text":"75(2021), Seite 116-123","extent":"8","volume":"75"},"title":[{"title":"Magnetic resonance imaging","title_sort":"Magnetic resonance imaging","subtitle":"an international journal of basic research and clinical applications"}],"origin":[{"publisherPlace":"Amsterdam [u.a.]","publisher":"Elsevier Science","dateIssuedKey":"1982","dateIssuedDisp":"1982-"}],"pubHistory":["1.1982 -"],"note":["Gesehen am 29.01.2020"],"type":{"media":"Online-Ressource","bibl":"periodical"},"disp":"Deterministic arterial input function selection in DCE-MRI for automation of quantitative perfusion calculation of colorectal cancerMagnetic resonance imaging","physDesc":[{"extent":"Online-Ressource"}],"recId":"306661160","id":{"eki":["306661160"],"issn":["1873-5894"],"zdb":["1500646-3"]}}],"physDesc":[{"extent":"8 S."}],"name":{"displayForm":["Christian Tönnes, Sonja Janssen, Alena-Kathrin Golla, Tanja Uhrig, Khanlian Chung, Lothar R. Schad, Frank Gerrit Zöllner"]},"type":{"media":"Online-Ressource","bibl":"article-journal"},"title":[{"title":"Deterministic arterial input function selection in DCE-MRI for automation of quantitative perfusion calculation of colorectal cancer","title_sort":"Deterministic arterial input function selection in DCE-MRI for automation of quantitative perfusion calculation of colorectal cancer"}],"note":["Gesehen am 23.04.2021"],"origin":[{"dateIssuedKey":"2021","dateIssuedDisp":"2021"}],"language":["eng"],"person":[{"display":"Tönnes, Christian","family":"Tönnes","role":"aut","given":"Christian"},{"role":"aut","given":"Sonja","family":"Janssen","display":"Janssen, Sonja"},{"display":"Golla, Alena-Kathrin","family":"Golla","role":"aut","given":"Alena-Kathrin"},{"given":"Tanja","role":"aut","family":"Uhrig","display":"Uhrig, Tanja"},{"role":"aut","given":"Khanlian","family":"Chung","display":"Chung, Khanlian"},{"display":"Schad, Lothar R.","family":"Schad","role":"aut","given":"Lothar R."},{"given":"Frank G.","role":"aut","family":"Zöllner","display":"Zöllner, Frank G."}]} 
SRT |a TOENNESCHRDETERMINIS2021