Automated volumetric assessment with artificial neural networks might enable a more accurate assessment of disease burden in patients with multiple sclerosis
Patients with multiple sclerosis (MS) regularly undergo MRI for assessment of disease burden. However, interpretation may be time consuming and prone to intra- and interobserver variability. Here, we evaluate the potential of artificial neural networks (ANN) for automated volumetric assessment of MS...
Saved in:
| Main Authors: | , , , , , , , , , , , |
|---|---|
| Format: | Article (Journal) |
| Language: | English |
| Published: |
3 January 2020
|
| In: |
European radiology
Year: 2020, Volume: 30, Issue: 4, Pages: 2356-2364 |
| ISSN: | 1432-1084 |
| DOI: | 10.1007/s00330-019-06593-y |
| Online Access: | Verlag, lizenzpflichtig, Volltext: https://doi.org/10.1007/s00330-019-06593-y
|
| Author Notes: | Gianluca Brugnara, Fabian Isensee, Ulf Neuberger, David Bonekamp, Jens Petersen, Ricarda Diem, Brigitte Wildemann, Sabine Heiland, Wolfgang Wick, Martin Bendszus, Klaus Maier-Hein, Philipp Kickingereder |
MARC
| LEADER | 00000caa a2200000 c 4500 | ||
|---|---|---|---|
| 001 | 1694427439 | ||
| 003 | DE-627 | ||
| 005 | 20230427095007.0 | ||
| 007 | cr uuu---uuuuu | ||
| 008 | 200414s2020 xx |||||o 00| ||eng c | ||
| 024 | 7 | |a 10.1007/s00330-019-06593-y |2 doi | |
| 035 | |a (DE-627)1694427439 | ||
| 035 | |a (DE-599)KXP1694427439 | ||
| 035 | |a (OCoLC)1341314573 | ||
| 040 | |a DE-627 |b ger |c DE-627 |e rda | ||
| 041 | |a eng | ||
| 084 | |a 33 |2 sdnb | ||
| 100 | 1 | |a Brugnara, Gianluca |e VerfasserIn |0 (DE-588)1197163123 |0 (DE-627)1678969850 |4 aut | |
| 245 | 1 | 0 | |a Automated volumetric assessment with artificial neural networks might enable a more accurate assessment of disease burden in patients with multiple sclerosis |c Gianluca Brugnara, Fabian Isensee, Ulf Neuberger, David Bonekamp, Jens Petersen, Ricarda Diem, Brigitte Wildemann, Sabine Heiland, Wolfgang Wick, Martin Bendszus, Klaus Maier-Hein, Philipp Kickingereder |
| 264 | 1 | |c 3 January 2020 | |
| 300 | |b Illustrationen | ||
| 300 | |a 9 | ||
| 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 14.04.2020 | ||
| 520 | |a Patients with multiple sclerosis (MS) regularly undergo MRI for assessment of disease burden. However, interpretation may be time consuming and prone to intra- and interobserver variability. Here, we evaluate the potential of artificial neural networks (ANN) for automated volumetric assessment of MS disease burden and activity on MRI. | ||
| 700 | 1 | |a Isensee, Fabian |d 1990- |e VerfasserIn |0 (DE-588)1207568430 |0 (DE-627)1694044998 |4 aut | |
| 700 | 1 | |a Neuberger, Ulf |d 1988- |e VerfasserIn |0 (DE-588)1138656976 |0 (DE-627)896172066 |0 (DE-576)492637075 |4 aut | |
| 700 | 1 | |a Bonekamp, David |d 1977- |e VerfasserIn |0 (DE-588)128868104 |0 (DE-627)383668581 |0 (DE-576)297371797 |4 aut | |
| 700 | 1 | |a Petersen, Jens |d 1988- |e VerfasserIn |0 (DE-588)1197162348 |0 (DE-627)1678966665 |4 aut | |
| 700 | 1 | |a Diem, Ricarda |d 1970- |e VerfasserIn |0 (DE-588)120119846 |0 (DE-627)080459099 |0 (DE-576)292050992 |4 aut | |
| 700 | 1 | |a Wildemann, Brigitte |e VerfasserIn |0 (DE-588)110203844 |0 (DE-627)510150004 |0 (DE-576)171831330 |4 aut | |
| 700 | 1 | |a Heiland, Sabine |e VerfasserIn |0 (DE-588)106732626X |0 (DE-627)818624450 |0 (DE-576)426561368 |4 aut | |
| 700 | 1 | |a Wick, Wolfgang |d 1970- |e VerfasserIn |0 (DE-588)120297736 |0 (DE-627)080586929 |0 (DE-576)186221320 |4 aut | |
| 700 | 1 | |a Bendszus, Martin |e VerfasserIn |0 (DE-588)1032676426 |0 (DE-627)738634131 |0 (DE-576)175567697 |4 aut | |
| 700 | 1 | |a Maier-Hein, Klaus H. |d 1980- |e VerfasserIn |0 (DE-588)1100551875 |0 (DE-627)85946461X |0 (DE-576)333771222 |4 aut | |
| 700 | 1 | |a Vollmuth, Philipp |d 1987- |e VerfasserIn |0 (DE-588)1043270086 |0 (DE-627)771319177 |0 (DE-576)394600738 |4 aut | |
| 773 | 0 | 8 | |i Enthalten in |t European radiology |d Berlin : Springer, 1991 |g 30(2020), 4, Seite 2356-2364 |h Online-Ressource |w (DE-627)268757526 |w (DE-600)1472718-3 |w (DE-576)103868070 |x 1432-1084 |7 nnas |a Automated volumetric assessment with artificial neural networks might enable a more accurate assessment of disease burden in patients with multiple sclerosis |
| 773 | 1 | 8 | |g volume:30 |g year:2020 |g number:4 |g pages:2356-2364 |g extent:9 |a Automated volumetric assessment with artificial neural networks might enable a more accurate assessment of disease burden in patients with multiple sclerosis |
| 856 | 4 | 0 | |u https://doi.org/10.1007/s00330-019-06593-y |x Verlag |x Resolving-System |z lizenzpflichtig |3 Volltext |
| 951 | |a AR | ||
| 992 | |a 20200414 | ||
| 993 | |a Article | ||
| 994 | |a 2020 | ||
| 998 | |g 1207568430 |a Isensee, Fabian |m 1207568430:Isensee, Fabian |d 140000 |e 140000PI1207568430 |k 0/140000/ |p 2 | ||
| 998 | |g 1043270086 |a Vollmuth, Philipp |m 1043270086:Vollmuth, Philipp |d 910000 |d 911100 |e 910000PV1043270086 |e 911100PV1043270086 |k 0/910000/ |k 1/910000/911100/ |p 12 |y j | ||
| 998 | |g 1100551875 |a Maier-Hein, Klaus H. |m 1100551875:Maier-Hein, Klaus H. |d 910000 |d 911400 |d 50000 |e 910000PM1100551875 |e 911400PM1100551875 |e 50000PM1100551875 |k 0/910000/ |k 1/910000/911400/ |k 0/50000/ |p 11 | ||
| 998 | |g 1032676426 |a Bendszus, Martin |m 1032676426:Bendszus, Martin |d 910000 |d 911100 |e 910000PB1032676426 |e 911100PB1032676426 |k 0/910000/ |k 1/910000/911100/ |p 10 | ||
| 998 | |g 120297736 |a Wick, Wolfgang |m 120297736:Wick, Wolfgang |d 910000 |d 911100 |e 910000PW120297736 |e 911100PW120297736 |k 0/910000/ |k 1/910000/911100/ |p 9 | ||
| 998 | |g 106732626X |a Heiland, Sabine |m 106732626X:Heiland, Sabine |d 910000 |d 911100 |e 910000PH106732626X |e 911100PH106732626X |k 0/910000/ |k 1/910000/911100/ |p 8 | ||
| 998 | |g 110203844 |a Wildemann, Brigitte |m 110203844:Wildemann, Brigitte |d 910000 |d 911100 |e 910000PW110203844 |e 911100PW110203844 |k 0/910000/ |k 1/910000/911100/ |p 7 | ||
| 998 | |g 120119846 |a Diem, Ricarda |m 120119846:Diem, Ricarda |d 50000 |e 50000PD120119846 |k 0/50000/ |p 6 | ||
| 998 | |g 1197162348 |a Petersen, Jens |m 1197162348:Petersen, Jens |d 130000 |e 130000PP1197162348 |k 0/130000/ |p 5 | ||
| 998 | |g 128868104 |a Bonekamp, David |m 128868104:Bonekamp, David |d 50000 |e 50000PB128868104 |k 0/50000/ |p 4 | ||
| 998 | |g 1138656976 |a Neuberger, Ulf |m 1138656976:Neuberger, Ulf |d 910000 |d 911100 |e 910000PN1138656976 |e 911100PN1138656976 |k 0/910000/ |k 1/910000/911100/ |p 3 | ||
| 998 | |g 1197163123 |a Brugnara, Gianluca |m 1197163123:Brugnara, Gianluca |d 910000 |d 911100 |e 910000PB1197163123 |e 911100PB1197163123 |k 0/910000/ |k 1/910000/911100/ |p 1 |x j | ||
| 999 | |a KXP-PPN1694427439 |e 362266648X | ||
| BIB | |a Y | ||
| SER | |a journal | ||
| JSO | |a {"person":[{"role":"aut","display":"Brugnara, Gianluca","given":"Gianluca","family":"Brugnara"},{"given":"Fabian","family":"Isensee","role":"aut","display":"Isensee, Fabian"},{"family":"Neuberger","given":"Ulf","display":"Neuberger, Ulf","role":"aut"},{"role":"aut","display":"Bonekamp, David","given":"David","family":"Bonekamp"},{"given":"Jens","family":"Petersen","role":"aut","display":"Petersen, Jens"},{"role":"aut","display":"Diem, Ricarda","given":"Ricarda","family":"Diem"},{"role":"aut","display":"Wildemann, Brigitte","given":"Brigitte","family":"Wildemann"},{"given":"Sabine","family":"Heiland","role":"aut","display":"Heiland, Sabine"},{"given":"Wolfgang","family":"Wick","role":"aut","display":"Wick, Wolfgang"},{"given":"Martin","family":"Bendszus","role":"aut","display":"Bendszus, Martin"},{"family":"Maier-Hein","given":"Klaus H.","display":"Maier-Hein, Klaus H.","role":"aut"},{"family":"Vollmuth","given":"Philipp","display":"Vollmuth, Philipp","role":"aut"}],"language":["eng"],"type":{"media":"Online-Ressource","bibl":"article-journal"},"id":{"doi":["10.1007/s00330-019-06593-y"],"eki":["1694427439"]},"physDesc":[{"noteIll":"Illustrationen","extent":"9 S."}],"relHost":[{"origin":[{"publisher":"Springer","dateIssuedDisp":"1991-","dateIssuedKey":"1991","publisherPlace":"Berlin ; Heidelberg"}],"recId":"268757526","titleAlt":[{"title":"European radiology / Supplement"},{"title":"European radiology supplements"}],"id":{"zdb":["1472718-3"],"issn":["1432-1084","1613-3757"],"eki":["268757526"]},"type":{"bibl":"periodical","media":"Online-Ressource"},"pubHistory":["1.1991 -"],"part":{"volume":"30","year":"2020","extent":"9","issue":"4","pages":"2356-2364","text":"30(2020), 4, Seite 2356-2364"},"corporate":[{"role":"isb","display":"European Association of Radiology"}],"disp":"Automated volumetric assessment with artificial neural networks might enable a more accurate assessment of disease burden in patients with multiple sclerosisEuropean radiology","note":["Gesehen am 06.02.2018","Ungezählte Beil.: Supplement"],"physDesc":[{"extent":"Online-Ressource"}],"title":[{"title_sort":"European radiology","subtitle":"official organ of the European Association of Radiology","title":"European radiology"}],"language":["eng"]}],"title":[{"title":"Automated volumetric assessment with artificial neural networks might enable a more accurate assessment of disease burden in patients with multiple sclerosis","title_sort":"Automated volumetric assessment with artificial neural networks might enable a more accurate assessment of disease burden in patients with multiple sclerosis"}],"recId":"1694427439","name":{"displayForm":["Gianluca Brugnara, Fabian Isensee, Ulf Neuberger, David Bonekamp, Jens Petersen, Ricarda Diem, Brigitte Wildemann, Sabine Heiland, Wolfgang Wick, Martin Bendszus, Klaus Maier-Hein, Philipp Kickingereder"]},"note":["Gesehen am 14.04.2020"],"origin":[{"dateIssuedDisp":"3 January 2020","dateIssuedKey":"2020"}]} | ||
| SRT | |a BRUGNARAGIAUTOMATEDV3202 | ||