Simulation and synthesis in medical imaging : 4th International Workshop, SASHIMI 2019, held in conjunction with MICCAI 2019, Shenzhen, China, October 13, 2019, Proceedings /: 4th International Workshop, SASHIMI 2019, held in conjunction with MICCAI 2019, Shenzhen, China, October 13, 2019, Proceedings. (2019)

• Record Type: Book
• Other Titles: SASHIMI 2019
• Further Information: Note: Ninon Burgos, Ali Gooya, David Svoboda (eds.).
• Editors: Burgos, Ninon; Gooya, Ali; Svoboda, David
• Other Names: SASHIMI (Workshop), 4th; International Conference on Medical Image Computing and Computer-Assisted Intervention, 22nd
• Contents: Empirical Bayesian Mixture Models for Medical Image Translation.- Improved MR to CT synthesis for PET/MR attenuation correction using Imitation Learning.- Unpaired Multi-Contrast MR Image Synthesis using Generative Adversarial Networks.- Unsupervised Retina Image Synthesis via Disentangled Representation Learning.- Pseudo-normal PET Synthesis with Generative Adversarial Networks for Localising Hypometabolism in Epilepsies.- Breast Mass Detection in Mammograms via Blending Adversarial Learning.- Tunable CT lung nodule synthesis conditioned on background image and semantic features.- Mask2Lesion: Mask-Constrained Adversarial Skin Lesion Image Synthesis.- Towards Annotation-Free Segmentation of Fluorescently Labeled Cell Membranes in Confocal Microscopy Images.- Intelligent image synthesis to attack a segmentation CNN using adversarial learning.- Physics-informed brain MRI segmentation.- 3D Medical Image Synthesis by Factorised Representation and Deformable Model Learning.- Cycle-consistent training for Reducing Negative Jacobian Determinant in Deep Registration Networks.- iSMORE: an iterative self super-resolution algorithm.- An Optical Model of Whole Blood for Detecting Platelets in Lens-Free Images.- Evaluation of the realism of an MRI simulator for stroke lesion prediction using convolutional neural network.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2019
• Extent: 1 online resource (x, 162 pages), illustrations (some color)
• Subjects: 006.6; Diagnostic imaging -- Digital techniques -- Congresses; Diagnostic imaging -- Data processing -- Congresses; Electronic books
• Languages: English
• ISBNs: 9783030327781; 3030327787
• Related ISBNs: 9783030327774
• Notes: Note: Online resource; title from PDF title page (SpringerLink, viewed October 16, 2019).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.