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

[41] Preliminary study on detectability of small cortical lesions with deep learning denoising for reduced-dose pediatric Tc-DMSA renal SPECT images
Fu, Weibin
Yang, Yongyi
Pretorius, P. Hendrik
Fahey, Frederic
Treves, S. Ted
Kwatra, Neha
Cao, Xinhua
King, Michael
JOURNAL OF NUCLEAR MEDICINE, 2023, 64
[42] Deep Learning-Assisted Efficient Staging of SARS-CoV-2 Lesions Using Lung CT Slices
Sukanya, S. Arockia
Kamalanand, K.
MATHEMATICAL PROBLEMS IN ENGINEERING, 2022, 2022
[43] Predictive Identification of the Fastest Progressing Geographic Atrophy Lesions based on Deep Learning in the Phase 2 FILLY clinical trial of Pegcetacoplan
Bogunovic, Hrvoje
Lachinov, Dmitrii
Mai, Julia
Reiter, Gregor
Riedl, Sophie
Vogl, Wolf-Dieter
Schmidt-Erfurth, Ursula
INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2021, 62 (08)
[44] Deep-learning-generalized data-space inversion and uncertainty quantification framework for accelerating geological CO2 plume migration monitoring
Xiao, Cong
Zhang, Shicheng
Ma, Xingfang
Zhou, Tong
Hou, Tengfei
Chen, Fushan
GEOENERGY SCIENCE AND ENGINEERING, 2023, 224
[45] Improving generalization of MRI-based detection of new T2 lesions through fine-tuning deep learning methods
Guirao, Marc
Valverde, Sergi
Bramon, Roger
Clerigues, Albert
Tovar, Aaron
Angel Camara-Vazquez, Miguel
Valencia, Liliana
Nersesyan, Nerses
Alvarez Bravo, Gary Ciceron
Puig Casadevall, Marc
Gifreu, Ariadna
Oliver, Arnau
Llado, Xavier
Rovira Canellas, Alex
Ramio-Torrenta, Lluis
MULTIPLE SCLEROSIS JOURNAL, 2024, 30 (03) : 288 - 289
[46] Evaluation of a deep learning segmentation tool to help detect spinal cord lesions from combined T2 and STIR acquisitions in people with multiple sclerosis
Lode, Baptiste
Hussein, Burhan Rashid
Meuree, Cedric
Walsh, Ricky
Gaubert, Malo
Lassalle, Nicolas
Courbon, Guilhem
Martin, Agathe
Le Bars, Jeanne
Durand-Dubief, Francoise
Bourre, Bertrand
Maarouf, Adil
Outteryck, Olivier
Mehier, Clement
Poulin, Alexandre
Cathelineau, Camille
Hong, Jeremy
Criton, Guillaume
Motillon-Alonso, Sophie
Lecler, Augustin
Charbonneau, Frederique
Duron, Loic
Bani-Sadr, Alexandre
Delpierre, Celine
Ferre, Jean-Christophe
Edan, Gilles
Cotton, Francois
Casey, Romain
Galassi, Francesca
Combes, Benoit
Kerbrat, Anne
EUROPEAN RADIOLOGY, 2025,
[47] Uncertainty-aware physics-driven deep learning network for free-breathing liver fat and R2 quantification using self-gated stack-of-radial MRI
Shih, Shu-Fu
Kafali, Sevgi Gokce
Calkins, Kara L.
Wu, Holden H. H.
MAGNETIC RESONANCE IN MEDICINE, 2023, 89 (04) : 1567 - 1585
[48] Fast T2-weighted liver MRI: Image quality and solid focal lesions conspicuity using a deep learning accelerated single breath-hold HASTE fat-suppressed sequence
Mule, Sebastien
Kharrat, Rym
Zerbib, Pierre
Massire, Aurelien
Nickel, Marcel Dominik
Ambarki, Khalid
Reizine, Edouard
Baranes, Laurence
Zegai, Benhalima
Pigneur, Frederic
Kobeiter, Hicham
Luciani, Alain
DIAGNOSTIC AND INTERVENTIONAL IMAGING, 2022, 103 (10) : 479 - 485

← 1 2 3 4 5 →