283fcd7041f0fdcef1196dd637e01c2f 36126515_Neuroimage_Clin_2022.pdf 5b1131dab2ae36d2b259ced25c2bd4d100cd469a 36126515_Neuroimage_Clin_2022.pdf 209cdfaf85e975b437ba979cfa9ec3f9b1b5a10754d88cfb76aab7a69455741b 36126515_Neuroimage_Clin_2022.pdf Title: Detection of lesions in the optic nerve with magnetic resonance imaging using a 3D convolutional neural network Subject: NeuroImage: Clinical, 36 (2022) 103187. doi:10.1016/j.nicl.2022.103187 Keywords: Optic nerve,Multiple sclerosis,Deep learning,CNN,MRI,Optic neuritis Author: Gerard Martí-Juan Creator: Elsevier Producer: Acrobat Distiller 8.1.0 (Windows) CreationDate: Thu Sep 22 11:49:51 2022 CEST ModDate: Thu Sep 22 22:21:30 2022 CEST Custom Metadata: yes Metadata Stream: yes Tagged: yes UserProperties: no Suspects: no Form: none JavaScript: no Pages: 8 Encrypted: no Page size: 595.276 x 793.701 pts Page rot: 0 File size: 1506360 bytes Optimized: yes PDF version: 1.7 name type encoding emb sub uni object ID 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1.28.0, 2023-05-18) Date: 2024-05-07 04:38:49 CEST RepresentationInformation: 36126515_Neuroimage_Clin_2022.pdf ReportingModule: PDF-hul, Rel. 1.12.4 (2023-03-16) LastModified: 2023-06-17 10:29:18 CEST Size: 1506360 Format: PDF Version: 1.7 Status: Well-Formed and valid SignatureMatches: PDF-hul MIMEtype: application/pdf Profile: Linearized PDF, Tagged PDF PDFMetadata: Objects: 594 FreeObjects: 1 IncrementalUpdates: 1 DocumentCatalog: PageLayout: SinglePage PageMode: UseOutlines Language: en Outlines: Item: Title: Detection of lesions in the optic nerve with magnetic resonance imaging using a 3D convolutional neural network Destination: mk:title Children: Item: Title: 1 Introduction Destination: mk:H1_1 Item: Title: 2 Materials and methods Destination: mk:H1_2 Children: Item: Title: 2.1 Data Destination: mk:H2_1 Item: Title: 2.2 Processing pipeline Destination: mk:H2_2 Item: Title: 2.3 Classification model Destination: mk:H2_3 Item: Title: 2.4 Data augmentation Destination: mk:H2_4 Item: Title: 2.5 Experimental setup Destination: mk:H2_5 Item: Title: 2.6 Network interpretation Destination: mk:H2_6 Item: Title: 3 Results Destination: mk:H1_3 Item: Title: 4 Discussion Destination: mk:H1_4 Item: Title: 5 Conclusions Destination: mk:H1_5 Item: Title: Disclosures Destination: mk:H1_6 Item: Title: Funding Destination: mk:H1_7 Item: Title: Ethical statement Destination: mk:H1_8 Item: Title: CRediT authorship contribution statement Destination: mk:H1_9 Item: Title: Declaration of Competing Interest Destination: mk:HH1_2 Item: Title: Appendix A Supplementary data Destination: mk:H1_10 Item: Title: References Destination: mk:HH2_1 Info: Title: Detection of lesions in the optic nerve with magnetic resonance imaging using a 3D convolutional neural network Author: Gerard Martí-Juan Subject: NeuroImage: Clinical, 36 (2022) 103187. doi:10.1016/j.nicl.2022.103187 Keywords: Optic nerve,Multiple sclerosis,Deep learning,CNN,MRI,Optic neuritis Creator: Elsevier Producer: Acrobat 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