Degenerative Adversarial NeuroImage Nets for Brain Scan Simulations:
Application in Ageing and Dementia

Degenerative Adversarial NeuroImage Nets for Brain Scan Simulations: Application in Ageing and Dementia

3 December 2019

Stefano B. Blumberg

Daniel C. Alexander

Papers citing "Degenerative Adversarial NeuroImage Nets for Brain Scan Simulations: Application in Ageing and Dementia"

17 / 17 papers shown

Title
Shape Modeling of Longitudinal Medical Images: From Diffeomorphic Metric Mapping to Deep Learning Edwin Tay Nazli Tümer Amir A. Zadpoor MedIm 52 0 0 27 Mar 2025
Individualized multi-horizon MRI trajectory prediction for Alzheimer's Disease Rosemary He Gabriella Ang Daniel Tward 35 1 0 04 Aug 2024
Enhancing Spatiotemporal Disease Progression Models via Latent Diffusion and Prior Knowledge Lemuel Puglisi Daniel C. Alexander Daniele Ravi MedIm 25 10 0 06 May 2024
Evaluation of pseudo-healthy image reconstruction for anomaly detection with deep generative models: Application to brain FDG PET Ravi Hassanaly Camille Brianceau Maelys Solal O. Colliot Ninon Burgos MedIm 38 5 0 29 Jan 2024
PIE: Simulating Disease Progression via Progressive Image Editing Kaizhao Liang Xu Cao Kuei-Da Liao Tianren Gao Wenqian Ye Zhengyu Chen Jianguo Cao Tejas Nama Jimeng Sun MedIm AI4CE 26 5 0 21 Sep 2023
Low-field magnetic resonance image enhancement via stochastic image quality transfer Hongxiang Lin Matteo Figini F. D’Arco G. Ogbole Ryutaro Tanno ... D. Carmichael I. Lagunju J. Cross D. Fernández-Reyes Daniel C. Alexander 37 20 0 26 Apr 2023
DeepBrainPrint: A Novel Contrastive Framework for Brain MRI Re-Identification Lemuel Puglisi F. Barkhof Daniel C. Alexander Geoffrey J. M. Parker Arman Eshaghi D. Ravì 23 1 0 25 Feb 2023
Multiscale Metamorphic VAE for 3D Brain MRI Synthesis J. Kapoor Jakob H. Macke Christian F. Baumgartner MedIm 10 8 0 09 Jan 2023
Deformably-Scaled Transposed Convolution Stefano B. Blumberg Daniele Ravi Moucheng Xu Matteo Figini Iasonas Kokkinos Daniel C. Alexander 12 1 0 17 Oct 2022
Temporally Adjustable Longitudinal Fluid-Attenuated Inversion Recovery MRI Estimation / Synthesis for Multiple Sclerosis Jueqi Wang Derek Berger Erin L. Mazerolle O. Soufan J. Levman 19 1 0 09 Sep 2022
Aging prediction using deep generative model toward the development of preventive medicine Hisaichi Shibata S. Hanaoka Y. Nomura Naoto Hayashi O. Abe MedIm 13 0 0 23 Aug 2022
Inflating 2D Convolution Weights for Efficient Generation of 3D Medical Images Yanbin Liu Girish Dwivedi F. Boussaïd Frank M. Sanfilippo Makoto Yamada Bennamoun DiffM MedIm 27 9 0 08 Aug 2022
Applications of Generative Adversarial Networks in Neuroimaging and Clinical Neuroscience Rongguang Wang V. Bashyam Zhijian Yang Fanyang Yu Vasiliki Tassopoulou ... Dushyant Sahoo K. Nikita Ahmed Abdulkadir J. Wen Christos Davatzikos GAN MedIm AI4CE 28 46 0 14 Jun 2022
Generative Aging of Brain Images with Diffeomorphic Registration Jingru Fu A. Tzortzakakis J. Barroso E. Westman D. Ferreira R. Moreno MedIm 40 8 0 31 May 2022
Interpretability of Machine Learning Methods Applied to Neuroimaging Elina Thibeau-Sutre S. Collin Ninon Burgos O. Colliot 16 4 0 14 Apr 2022
Equitable modelling of brain imaging by counterfactual augmentation with morphologically constrained 3D deep generative models Guilherme Pombo Robert J. Gray M. Jorge Cardoso Sebastien Ourselin G. Rees John Ashburner P. Nachev 31 16 0 29 Nov 2021
Adversarial training with cycle consistency for unsupervised super-resolution in endomicroscopy D. Ravì A. Szczotka Stephen P. Pereira Tom Kamiel Magda Vercauteren SupR MedIm 30 49 0 21 Jan 2019