194 related articles for article (PubMed ID: 31625650)
1. Deep-Learning-Based Neural Tissue Segmentation of MRI in Multiple Sclerosis: Effect of Training Set Size.
Narayana PA; Coronado I; Sujit SJ; Wolinsky JS; Lublin FD; Gabr RE
J Magn Reson Imaging; 2020 May; 51(5):1487-1496. PubMed ID: 31625650
[TBL] [Abstract][Full Text] [Related]
2. Are multi-contrast magnetic resonance images necessary for segmenting multiple sclerosis brains? A large cohort study based on deep learning.
Narayana PA; Coronado I; Sujit SJ; Sun X; Wolinsky JS; Gabr RE
Magn Reson Imaging; 2020 Jan; 65():8-14. PubMed ID: 31670238
[TBL] [Abstract][Full Text] [Related]
3. Deep learning enables automatic detection and segmentation of brain metastases on multisequence MRI.
Grøvik E; Yi D; Iv M; Tong E; Rubin D; Zaharchuk G
J Magn Reson Imaging; 2020 Jan; 51(1):175-182. PubMed ID: 31050074
[TBL] [Abstract][Full Text] [Related]
4. Brain and lesion segmentation in multiple sclerosis using fully convolutional neural networks: A large-scale study.
Gabr RE; Coronado I; Robinson M; Sujit SJ; Datta S; Sun X; Allen WJ; Lublin FD; Wolinsky JS; Narayana PA
Mult Scler; 2020 Sep; 26(10):1217-1226. PubMed ID: 31190607
[TBL] [Abstract][Full Text] [Related]
5. Dual-Sensitivity Multiple Sclerosis Lesion and CSF Segmentation for Multichannel 3T Brain MRI.
Meier DS; Guttmann CRG; Tummala S; Moscufo N; Cavallari M; Tauhid S; Bakshi R; Weiner HL
J Neuroimaging; 2018 Jan; 28(1):36-47. PubMed ID: 29235194
[TBL] [Abstract][Full Text] [Related]
6. FLAIR-only joint volumetric analysis of brain lesions and atrophy in clinically isolated syndrome (CIS) suggestive of multiple sclerosis.
Goodkin O; Prados F; Vos SB; Pemberton H; Collorone S; Hagens MHJ; Cardoso MJ; Yousry TA; Thornton JS; Sudre CH; Barkhof F;
Neuroimage Clin; 2021; 29():102542. PubMed ID: 33418171
[TBL] [Abstract][Full Text] [Related]
7. Learning-based 3T brain MRI segmentation with guidance from 7T MRI labeling.
Deng M; Yu R; Wang L; Shi F; Yap PT; Shen D;
Med Phys; 2016 Dec; 43(12):6588-6597. PubMed ID: 28054724
[TBL] [Abstract][Full Text] [Related]
8. Automated image quality evaluation of structural brain MRI using an ensemble of deep learning networks.
Sujit SJ; Coronado I; Kamali A; Narayana PA; Gabr RE
J Magn Reson Imaging; 2019 Oct; 50(4):1260-1267. PubMed ID: 30811739
[TBL] [Abstract][Full Text] [Related]
9. Joint MRI T1 Unenhancing and Contrast-enhancing Multiple Sclerosis Lesion Segmentation with Deep Learning in OPERA Trials.
Krishnan AP; Song Z; Clayton D; Gaetano L; Jia X; de Crespigny A; Bengtsson T; Carano RAD
Radiology; 2022 Mar; 302(3):662-673. PubMed ID: 34904871
[TBL] [Abstract][Full Text] [Related]
10. Minimizing the effect of white matter lesions on deep learning based tissue segmentation for brain volumetry.
Clèrigues A; Valverde S; Salvi J; Oliver A; Lladó X
Comput Med Imaging Graph; 2023 Jan; 103():102157. PubMed ID: 36535217
[TBL] [Abstract][Full Text] [Related]
11. Deep learning segmentation of gadolinium-enhancing lesions in multiple sclerosis.
Coronado I; Gabr RE; Narayana PA
Mult Scler; 2021 Apr; 27(4):519-527. PubMed ID: 32442043
[TBL] [Abstract][Full Text] [Related]
12. A Fully Automatic Method to Segment Choroid Plexuses in Multiple Sclerosis Using Conventional MRI Sequences.
Storelli L; Pagani E; Rubin M; Margoni M; Filippi M; Rocca MA
J Magn Reson Imaging; 2024 May; 59(5):1643-1652. PubMed ID: 37530734
[TBL] [Abstract][Full Text] [Related]
13. Semantic segmentation of cerebrospinal fluid and brain volume with a convolutional neural network in pediatric hydrocephalus-transfer learning from existing algorithms.
Grimm F; Edl F; Kerscher SR; Nieselt K; Gugel I; Schuhmann MU
Acta Neurochir (Wien); 2020 Oct; 162(10):2463-2474. PubMed ID: 32583085
[TBL] [Abstract][Full Text] [Related]
14. LST-AI: A deep learning ensemble for accurate MS lesion segmentation.
Wiltgen T; McGinnis J; Schlaeger S; Kofler F; Voon C; Berthele A; Bischl D; Grundl L; Will N; Metz M; Schinz D; Sepp D; Prucker P; Schmitz-Koep B; Zimmer C; Menze B; Rueckert D; Hemmer B; Kirschke J; Mühlau M; Wiestler B
Neuroimage Clin; 2024; 42():103611. PubMed ID: 38703470
[TBL] [Abstract][Full Text] [Related]
15. Multiple sclerosis cortical and WM lesion segmentation at 3T MRI: a deep learning method based on FLAIR and MP2RAGE.
La Rosa F; Abdulkadir A; Fartaria MJ; Rahmanzadeh R; Lu PJ; Galbusera R; Barakovic M; Thiran JP; Granziera C; Cuadra MB
Neuroimage Clin; 2020; 27():102335. PubMed ID: 32663798
[TBL] [Abstract][Full Text] [Related]
16. A fully convolutional neural network for new T2-w lesion detection in multiple sclerosis.
Salem M; Valverde S; Cabezas M; Pareto D; Oliver A; Salvi J; Rovira À; Lladó X
Neuroimage Clin; 2020; 25():102149. PubMed ID: 31918065
[TBL] [Abstract][Full Text] [Related]
17. Fully Automated MR Detection and Segmentation of Brain Metastases in Non-small Cell Lung Cancer Using Deep Learning.
Jünger ST; Hoyer UCI; Schaufler D; Laukamp KR; Goertz L; Thiele F; Grunz JP; Schlamann M; Perkuhn M; Kabbasch C; Persigehl T; Grau S; Borggrefe J; Scheffler M; Shahzad R; Pennig L
J Magn Reson Imaging; 2021 Nov; 54(5):1608-1622. PubMed ID: 34032344
[TBL] [Abstract][Full Text] [Related]
18. Assessing the Accuracy and Reproducibility of PARIETAL: A Deep Learning Brain Extraction Algorithm.
Valverde S; Coll L; Valencia L; Clèrigues A; Oliver A; Vilanova JC; Ramió-Torrentà L; Rovira À; Lladó X
J Magn Reson Imaging; 2024 Jun; 59(6):1991-2000. PubMed ID: 34137113
[TBL] [Abstract][Full Text] [Related]
19. Comparing lesion segmentation methods in multiple sclerosis: Input from one manually delineated subject is sufficient for accurate lesion segmentation.
Weeda MM; Brouwer I; de Vos ML; de Vries MS; Barkhof F; Pouwels PJW; Vrenken H
Neuroimage Clin; 2019; 24():102074. PubMed ID: 31734527
[TBL] [Abstract][Full Text] [Related]
20. Analysis of diffusion tensor measurements of the human cervical spinal cord based on semiautomatic segmentation of the white and gray matter.
Dostál M; Keřkovský M; Korit Áková E; Němcová E; Stulík J; Staňková M; Bernard V
J Magn Reson Imaging; 2018 Nov; 48(5):1217-1227. PubMed ID: 29707834
[TBL] [Abstract][Full Text] [Related]
[Next] [New Search]