A Two-Branch Neural Network for Short-Axis PET Image Quality Enhancement

DIOR: Deep Iterative Optimization-based Residual-learning for Limited-angle CT Reconstruction

(2022) Dianlin Hu et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Deep learning-assisted ultra-fast/low-dose whole-body PET/CT imaging

(2021) Amirhossein Sanaat et al.   EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING

Clinical performance of long axial field of view PET/CT: a head-to-head intra-individual comparison of the Biograph Vision Quadra with the Biograph Vision PET/CT

(2021) Ian Alberts et al.   EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING

CLEAR: Comprehensive Learning Enabled Adversarial Reconstruction for Subtle Structure Enhanced Low-Dose CT Imaging

(2021) Yikun Zhang et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Medical Image Segmentation based on U-Net: A Review

(2020) Getao Du et al.   JOURNAL OF IMAGING SCIENCE AND TECHNOLOGY

PET image super-resolution using generative adversarial networks

(2020) Tzu-An Song et al.   NEURAL NETWORKS

Full‐count PET recovery from low‐count image using a dilated convolutional neural network

(2020) Karl Spuhler et al.   MEDICAL PHYSICS

Supervised learning with cyclegan for low-dose FDG PET image denoising

(2020) Long Zhou et al.   MEDICAL IMAGE ANALYSIS

Non-local mean denoising using multiple PET reconstructions

(2020) Hossein Arabi et al.   ANNALS OF NUCLEAR MEDICINE

A gentle introduction to deep learning in medical image processing

(2019) Andreas Maier et al.   Zeitschrift fur Medizinische Physik

Deep Learning Techniques for Medical Image Segmentation: Achievements and Challenges

(2019) Mohammad Hesam Hesamian et al.   JOURNAL OF DIGITAL IMAGING

Ultra‐low‐dose PET Reconstruction using Generative Adversarial Network with Feature Matching and Task‐Specific Perceptual Loss

(2019) Jiahong Ouyang et al.   MEDICAL PHYSICS

Multimodal Medical Image Sensor Fusion Model Using Sparse K-SVD Dictionary Learning in Nonsubsampled Shearlet Domain

(2019) Sneha Singh et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Domain Progressive 3D Residual Convolution Network to Improve Low-Dose CT Imaging

(2019) Xiangrui Yin et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Quantification, improvement, and harmonization of small lesion detection with state-of-the-art PET

(2017) Charlotte S. van der Vos et al.   EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING

Semisupervised Tripled Dictionary Learning for Standard-Dose PET Image Prediction Using Low-Dose PET and Multimodal MRI

(2017) Yan Wang et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Discriminative Feature Representation to Improve Projection Data Inconsistency for Low Dose CT Imaging

(2017) Jin Liu et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Low-Dose CT With a Residual Encoder-Decoder Convolutional Neural Network

(2017) Hu Chen et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

18F-alfatide PET/CT may predict short-term outcome of concurrent chemoradiotherapy in patients with advanced non-small cell lung cancer

(2016) Xiaohui Luan et al.   EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING

Sparse representation and dictionary learning penalized image reconstruction for positron emission tomography

(2015) Shuhang Chen et al.   PHYSICS IN MEDICINE AND BIOLOGY

Non-Local Means Denoising of Dynamic PET Images

(2013) Joyita Dutta et al.   PLoS One

Bias in iterative reconstruction of low-statistics PET data: benefits of a resolution model

(2011) M D Walker et al.   PHYSICS IN MEDICINE AND BIOLOGY

EANM procedure guidelines for PET brain imaging using [18F]FDG, version 2

(2009) Andrea Varrone et al.   EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING

On Optimal Frequency-Domain Multichannel Linear Filtering for Noise Reduction

(2009) M. Souden et al.   IEEE Transactions on Audio Speech and Language Processing