Towards Integration of the Central Vein Sign, Cortical Lesions and Paramagnetic Rim Lesions into Multiple Sclerosis Diagnosis: Insights from Explainable Machine Learning

被引：0
|
作者：
Wynen, Maxence [1 ,2 ]
Vanden Bulcke, Colin [1 ,2 ]
Borrelli, Serena [2 ,3 ]
Stolting, Anna [2 ]
Reich, Daniel [4 ]
Filippi, Massimo [5 ,6 ,7 ]
Du Pasquier, Renaud [8 ]
Macq, Benoit [1 ]
Absinta, Martina [5 ,9 ,10 ]
Cuadra, Meritxell Bach [11 ,12 ]
Maggi, Pietro [2 ,8 ,13 ]
机构：
[1] Catholic Univ Louvain, ICTeam Inst, Louvain La Neuve, Belgium
[2] Catholic Univ Louvain, Louvain Neuroinflammat Imaging Lab NIL, Brussels, Belgium
[3] Hosp Erasme, Dept Neurol, Brussels, Belgium
[4] Natl Inst Neurol Disorders & Stroke NINDS, Natl Inst Hlth NIH, Translat Neuroradiol Sect, Bethesda, MD USA
[5] Univ Vita Salute San Raffaele, Milan, Italy
[6] IRCCS San Raffaele Sci Inst, Div Neurosci, Neuroimaging Res Unit, Milan, Italy
[7] IRCCS San Raffaele Sci Inst, Neurol Unit, Milan, Italy
[8] Lausanne Univ Hosp, Neurol Serv, Dept Clin Neurosci, Lausanne, Switzerland
[9] IRCCS San Raffaele Sci Inst, Div Neurosci, Translat Neuropathol Unit, Milan, Italy
[10] Johns Hopkins Univ Hosp, Dept Neurol, Baltimore, MD USA
[11] CIBM Ctr Biomed Imaging, Lausanne, Switzerland
[12] Lausanne Univ Hosp, Dept Radiol, Lausanne, Switzerland
[13] Clin Univ St Luc UCLouvain, Dept Neurol, Brussels, Belgium
来源：
MULTIPLE SCLEROSIS JOURNAL | 2024年 / 30卷 / 03期
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：
P718/1693
引用
收藏
页码：550 / 551
页数：2
相关论文
共 50 条
  • [1] Cortical lesions, central vein sign, and paramagnetic rim lesions in multiple sclerosis: Emerging machine learning techniques and future avenues
    La Rosa, Francesco
    Wynen, Maxence
    Al-Louzi, Omar
    Beck, Erin S.
    Huelnhagen, Till
    Maggi, Pietro
    Thiran, Jean-Philippe
    Kober, Tobias
    Shinohara, Russell T.
    Sati, Pascal
    Reich, Daniel S.
    Granziera, Cristina
    Absinta, Martina
    Cuadra, Meritxell Bach
    NEUROIMAGE-CLINICAL, 2022, 36
  • [2] Central Vein Sign, Cortical Lesions, and Paramagnetic Rim Lesions for the Diagnostic and Prognostic Workup of Multiple Sclerosis
    Borrelli, Serena
    Martire, Maria Sofia
    Stoelting, Anna
    Vanden Bulcke, Colin
    Pedrini, Edoardo
    Guisset, Francois
    Bugli, Celine
    Yildiz, Halil
    Pothen, Lucie
    Elands, Sophie
    Martinelli, Vittorio
    Smith, Bryan
    Jacobson, Steven
    Du Pasquier, Renaud A.
    Van Pesch, Vincent
    Filippi, Massimo
    Reich, Daniel S.
    Absinta, Martina
    Maggi, Pietro
    NEUROLOGY-NEUROIMMUNOLOGY & NEUROINFLAMMATION, 2024, 11 (04):
  • [3] Assessment of central vein sign and paramagnetic rim lesions in pediatric multiple sclerosis
    Margoni, Margoni
    Preziosa, Paolo
    Pagani, Elisabetta
    Storelli, Loredana
    Gueye, Mor
    Moiola, Lucia
    Filippi, Massimo
    Rocca, Maria A.
    ANNALS OF CLINICAL AND TRANSLATIONAL NEUROLOGY, 2024, 11 (11): : 3031 - 3036
  • [4] Paramagnetic rim lesions and the central vein sign: Characterizing multiple sclerosis imaging markers
    Clarke, Margareta A.
    Cheek, Rachael
    Kazimuddin, Habeeb F.
    Hernandez, Bryan
    Clarke, Reece
    Mcknight, Colin D.
    Derwenskus, Joy
    Eaton, James
    Irlmeier, Rebecca
    Ye, Fei
    O'Grady, Kristin P.
    Rogers, Baxter
    Smith, Seth A.
    Bagnato, Francesca
    JOURNAL OF NEUROIMAGING, 2024, 34 (01) : 86 - 94
  • [5] Investigating Paramagnetic Rim Lesions and Central Vein Sign in Relapsing-Remitting Multiple Sclerosis
    Gombos, E. M.
    Manukyan, S.
    Renner, B.
    Locke, L.
    Guerrero, B.
    Kaisey, M.
    Sicotte, N.
    Al-Louzi, O.
    Sati, P.
    MULTIPLE SCLEROSIS JOURNAL, 2023, 29 : 132 - 133
  • [6] The combination of central vein sign, cortical lesions, and paramagnetic rim lesions for differentiating MOGAD from MS: a case report
    Borrelli, Serena
    Maggi, Pietro
    ACTA NEUROLOGICA BELGICA, 2025,
  • [7] Diagnostic Performance of Cortical Lesions and the Central Vein Sign in Multiple Sclerosis
    Cagol, Alessandro
    Cortese, Rosa
    Barakovic, Muhamed
    Schaedelin, Sabine
    Ruberte, Esther
    Absinta, Martina
    Barkhof, Frederik
    Calabrese, Massimiliano
    Castellaro, Marco
    Ciccarelli, Olga
    Cocozza, Sirio
    De Stefano, Nicola
    Enzinger, Christian
    Filippi, Massimo
    Jurynczyk, Maciej
    Maggi, Pietro
    Mahmoudi, Nima
    Messina, Silvia
    Montalban, Xavier
    Palace, Jacqueline
    Pontillo, Giuseppe
    Proebstel, Anne-Katrin
    Rocca, Maria A.
    Ropele, Stefan
    Rovira, Alex
    Schoonheim, Menno M.
    Sowa, Piotr
    Strijbis, Eva
    Wattjes, Mike P.
    Sormani, Maria Pia
    Kappos, Ludwig
    Granziera, Cristina
    JAMA NEUROLOGY, 2024, 81 (02) : 143 - 153
  • [8] Cognitive impairment, the central vein sign, and paramagnetic rim lesions in RIS
    Oh, Jiwon
    Suthiphosuwan, Suradech
    Sati, Pascal
    Absinta, Martina
    Dewey, Blake
    Guenette, Melanie
    Selchen, Daniel
    Bharatha, Aditya
    Donaldson, Emily
    Reich, Daniel S.
    Feinstein, Anthony
    MULTIPLE SCLEROSIS JOURNAL, 2021, 27 (14) : 2199 - 2208
  • [9] Central Vein Sign and Paramagnetic Rim Lesions: Susceptibility Changes in Brain Tissues and Their Implications for the Study of Multiple Sclerosis Pathology
    de Medeiros Rimkus, Carolina
    Otsuka, Fabio Seiji
    Nunes, Douglas Mendes
    Chaim, Khallil Taverna
    Otaduy, Maria Concepcion Garcia
    DIAGNOSTICS, 2024, 14 (13)
  • [10] Paramagnetic rim and core sign lesions in pediatric multiple sclerosis patients
    Margoni, M.
    Preziosa, P.
    Storelli, L.
    Gueye, M.
    Moiola, L.
    Filippi, M.
    Rocca, M.
    EUROPEAN JOURNAL OF NEUROLOGY, 2023, 30 : 138 - 139
12345