Specificity-Preserving Federated Learning for MR Image Reconstruction

Unsupervised MRI Reconstruction via Zero-Shot Learned Adversarial Transformers

(2022) Yilmaz Korkmaz et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Robust Medical Image Classification from Noisy Labeled Data with Global and Local Representation Guided Co-training

(2022) Cheng Xue et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Multimodal Transformer for Accelerated MR Imaging

(2022) Chun-Mei Feng et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Federated semi-supervised learning for COVID region segmentation in chest CT using multi-national data from China, Italy, Japan

(2021) Dong Yang et al.   MEDICAL IMAGE ANALYSIS

Federated learning for predicting clinical outcomes in patients with COVID-19

(2021) Ittai Dayan et al.   NATURE MEDICINE

Privacy-first health research with federated learning

(2021) Adam Sadilek et al.   npj Digital Medicine

DeepcomplexMRI: Exploiting deep residual network for fast parallel MR imaging with complex convolution

(2020) Shanshan Wang et al.   MAGNETIC RESONANCE IMAGING

Multi-site fMRI analysis using privacy-preserving federated learning and domain adaptation: ABIDE results

(2020) Xiaoxiao Li et al.   MEDICAL IMAGE ANALYSIS

Federated Machine Learning

(2019) Qiang Yang et al.   ACM Transactions on Intelligent Systems and Technology

KIKI-net: cross-domain convolutional neural networks for reconstructing undersampled magnetic resonance images

(2018) Taejoon Eo et al.   MAGNETIC RESONANCE IN MEDICINE

Deep visual domain adaptation: A survey

(2018) Mei Wang et al.   NEUROCOMPUTING

Convolutional Recurrent Neural Networks for Dynamic MR Image Reconstruction

(2018)   IEEE TRANSACTIONS ON MEDICAL IMAGING

Image reconstruction by domain-transform manifold learning

(2018) Bo Zhu et al.   NATURE

Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising

(2017) Kai Zhang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)

(2015) Bjoern H. Menze et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Low-rank plus sparse matrix decomposition for accelerated dynamic MRI with separation of background and dynamic components

(2014) Ricardo Otazo et al.   MAGNETIC RESONANCE IN MEDICINE

Non-convex algorithm for sparse and low-rank recovery: Application to dynamic MRI reconstruction

(2012) Angshul Majumdar et al.   MAGNETIC RESONANCE IMAGING