A mixed-scale dense convolutional neural network for image analysis

Proceedings of the National Academy of Sciences

DOI: 10.1073/pnas.1715832114 Full text (OA) OpenAlex

Authors 0

Author list not loaded yet.

Cited by 31 stored of 285

Cycloidal CT with CNN-based sinogram completion and in-scan generation of training data
2022 Scientific Reports article Medicine Medical Imaging Techniques and Applications Open access

5

citations
Exploring the potential of cycloidal computed tomography for advancing intraoperative specimen imaging
2021 conference-paper Physics and Astronomy Advanced X-ray Imaging Techniques Open access

3

citations
3D deformable registration of longitudinal abdominopelvic CT images using unsupervised deep learning
2021 Computer Methods and Programs in Biomedicine article Computer Science Medical Image Segmentation Techniques Open access

17

citations
Efficient high cone-angle artifact reduction in circular cone-beam CT using deep learning with geometry-aware dimension reduction
2021 Physics in Medicine and Biology article Dentistry Dental Radiography and Imaging Open access

5

citations
Deep denoising for multi-dimensional synchrotron X-ray tomography without high-quality reference data
2021 Scientific Reports article Computer Science Image and Signal Denoising Methods Open access

51

citations
A Computationally Efficient Reconstruction Algorithm for Circular Cone-Beam Computed Tomography Using Shallow Neural Networks
2020 Journal of Imaging article Medicine Medical Imaging Techniques and Applications Open access

1

citations
Task-Driven Learned Hyperspectral Data Reduction Using End-to-End Supervised Deep Learning
2020 Journal of Imaging article Engineering Remote-Sensing Image Classification Open access cited by 1 patent

11

citations
Tackling the challenges of bioimage analysis
2020 eLife article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access

11

citations
LEAN: graph-based pruning for convolutional neural networks by extracting longest chains
2020 arXiv (Cornell University) preprint Computer Science Advanced Neural Network Applications Open access

0

citations
Real-time segmentation for tomographic imaging
2020 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) conference-paper Computer Science Medical Image Segmentation Techniques Open access

2

citations
Noise2Inverse: Self-Supervised Deep Convolutional Denoising for Tomography
2020 IEEE Transactions on Computational Imaging article Computer Science Image and Signal Denoising Methods Open access cited by 9 patents

146

citations

A mixed-scale dense convolutional neural network for image analysis

Authors 0

Cited by 31 stored of 285

References 0