Deep Learning Uncertainty Quantification of Cortical Lesions in MP2RAGE for Missed Lesions Discovery

被引：0

作者：

Molchanova, Nataliia ^{[1
,2
,3
,4
]}

Cagol, Alessandro ^{[5
,6
,7
,8
,9
]}

Ocampo-Pineda, Mario ^{[5
,6
,7
,8
]}

Chen, Xinjie ^{[5
,6
,7
,8
]}

Weigel, Matthias ^{[5
,6
,7
,8
,10
]}

Depeursinge, Adrien ^{[1
]}

Muller, Henning ^{[1
,11
]}

Graziani, Mara ^{[1
]}

Granziera, Cristina ^{[2
,3
,4
,5
,6
,7
,8
]}

Cuadra, Meritxell Bach ^{[2
,3
]}

机构：

[1] Univ Appl Sci Western Switzerland HES SO, Inst Informat, Sierre, Switzerland

[2] CIBM Ctr Biomed Imaging, Lausanne, Switzerland

[3] Lausanne Univ Hosp CHUV, Lausanne, Switzerland

[4] Univ Lausanne UNIL, Dept Radiol, Lausanne, Switzerland

[5] Univ Hosp Basel, Basel, Switzerland

[6] Univ Basel, Dept Biomed Engn, Translat Imaging Neurol ThINk, Basel, Switzerland

[7] Univ Hosp Basel, Dept Neurol, Basel, Switzerland

[8] Univ Basel, Res Ctr Clin Neuroimmunol & Neurosci Basel RC2NB, Basel, Switzerland

[9] Univ Genoa, Dept Hlth Sci, Genoa, Italy

[10] Univ Hosp Basel, Div Radiol Phys, Dept Radiol, Basel, Switzerland

[11] Univ Geneva, Dept Radiol & Med Informat, Geneva, Switzerland

来源：

MULTIPLE SCLEROSIS JOURNAL | 2023年 / 29卷

关键词：

D O I：

暂无

中图分类号：

R74 [神经病学与精神病学];

学科分类号：

摘要：

P1444/204

引用

页码：918 / 918

页数：1

共 48 条

[1] 7T MP2RAGE for detection of cortical lesions
Sethi, V. V.
Dewey, B. E.
Sati, P.
Reich, D. S.
MULTIPLE SCLEROSIS JOURNAL, 2015, 21 : 199 - 200
[2] Deep learning-based detection of cortical lesions in multiple sclerosis patients with FLAIR, DIR, and MP2RAGE MRI sequences
La Rosa, F.
Fartaria, M. J.
Abdulkadir, A.
Rahmanzadeh, R.
Lu, P. -J.
Galbusera, R.
Granziera, C.
Thiran, J. -P.
Cuadra, M. Bach
MULTIPLE SCLEROSIS JOURNAL, 2019, 25 : 206 - 207
[3] Improved Visualization of Cortical Lesions in Multiple Sclerosis Using 7T MP2RAGE
Beck, E. S.
Sati, P.
Sethi, V.
Kober, T.
Dewey, B.
Bhargava, P.
Nair, G.
Cortese, I. C.
Reich, D. S.
AMERICAN JOURNAL OF NEURORADIOLOGY, 2018, 39 (03) : 459 - 466
[4] Improved visualization of cortical lesions in multiple sclerosis using MP2RAGE at 7T
Beck, E. S.
Sati, P.
Sethi, V.
Kober, T.
Bhargava, P.
Dewey, B.
Nair, G.
Cortese, I. C.
Reich, D. S.
MULTIPLE SCLEROSIS JOURNAL, 2017, 23 : 230 - 230
[5] Identification of new cortical lesions on longitudinal 7-Tesla MP2RAGE subtraction MRI in multiple sclerosis
Harrison, D.
Choi, S.
Hua, J.
MULTIPLE SCLEROSIS JOURNAL, 2017, 23 : 240 - 241
[6] Contribution of the MP2RAGE 7T Sequence in MS Lesions of the Cervical Spinal Cord
Testud, B.
Fabiani, N.
Demortiere, S.
Mchinda, S.
Medina, N. L.
Pelletier, J.
Guye, M.
Audoin, B.
Stellmann, J. P.
Callot, V.
AMERICAN JOURNAL OF NEURORADIOLOGY, 2023, 44 (09) : 1101 - 1107
[7] Automated Detection and Segmentation of Multiple Sclerosis Lesions Using Ultra-High-Field MP2RAGE
Fartaria, Mario Joao
Sati, Pascal
Todea, Alexandra
Radue, Ernst-Wilhelm
Rahmanzadeh, Reza
O'Brien, Kieran
Reich, Daniel S.
Cuadra, Meritxell Bach
Kober, Tobias
Granziera, Cristina
INVESTIGATIVE RADIOLOGY, 2019, 54 (06) : 356 - 364
[8] Multiple sclerosis cortical and WM lesion segmentation at 3T MRI: a deep learning method based on FLAIR and MP2RAGE
La Rosa, Francesco
Abdulkadir, Ahmed
Fartaria, Mario Joao
Rahmanzadeh, Reza
Lu, Po-Jui
Galbusera, Riccardo
Barakovic, Muhamed
Thiran, Jean-Philippe
Granziera, Cristina
Cuadra, Merixtell Bach
NEUROIMAGE-CLINICAL, 2020, 27
[9] 7T MP2RAGE for cortical myelin segmentation: Impact of aging
Mueller, Susanne G.
PLOS ONE, 2024, 19 (04):
[10] 7T MP2RAGE MRI for assessment of myelination status in white matter lesions of multiple sclerosis.
Kolb, H.
Absinta, M.
Ha, S. K.
Song, Y.
Cortese, I. M.
Nair, G.
Sati, P.
Reich, D. S.
MULTIPLE SCLEROSIS JOURNAL, 2018, 24 : 103 - 104

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