医学 AI - arXivDaily 专题

2107.05940 2021-07-14 cs.CV 79%

Cats, not CAT scans: a study of dataset similarity in transfer learning for 2D medical image classification

Irma van den Brandt, Floris Fok, Bas Mulders, Joaquin Vanschoren, Veronika Cheplygina

专题命中医学影像：medical image(title,abstract)；分类 cs.CV

2107.04886 2021-07-13 cs.CV 79%

Hierarchical Self-Supervised Learning for Medical Image Segmentation Based on Multi-Domain Data Aggregation

Hao Zheng, Jun Han, Hongxiao Wang, Lin Yang, Zhuo Zhao, Chaoli Wang, Danny Z. Chen

专题命中医学影像：medical image(title,abstract)；分类 cs.CV

Comments Accepted to MICCAI 2021

2102.08005 2021-07-13 cs.CV cs.AI 79%

TransFuse: Fusing Transformers and CNNs for Medical Image Segmentation

Yundong Zhang, Huiye Liu, Qiang Hu

专题命中医学影像：medical image(title,abstract)；分类 cs.CV

Comments Accepted by MICCAI 2021

2107.03225 2021-07-08 cs.CV 79%

Categorical Relation-Preserving Contrastive Knowledge Distillation for Medical Image Classification

Xiaohan Xing, Yuenan Hou, Hang Li, Yixuan Yuan, Hongsheng Li, Max Q. -H. Meng

专题命中医学影像：medical image(title,abstract)；分类 cs.CV

2102.10662 2021-07-08 cs.CV 79%

Medical Transformer: Gated Axial-Attention for Medical Image Segmentation

Jeya Maria Jose Valanarasu, Poojan Oza, Ilker Hacihaliloglu, Vishal M. Patel

专题命中医学影像：medical image(title,abstract)；分类 cs.CV

Comments Accepted at MICCAI 2021

2002.05582 2021-07-08 cs.LG stat.ML 79%

Learning to Predict Error for MRI Reconstruction

Shi Hu, Nicola Pezzotti, Max Welling

专题命中医学影像：MRI(title,abstract)；分类 cs.LG

Comments Accepted to MICCAI 2021

2107.01653 2021-07-06 physics.med-ph eess.IV 79%

Alternating direction method of multipliers applied to medical image restoration

Kenya Murase

专题命中医学影像：medical image(title,abstract)；分类 eess.IV

1903.04855 2021-06-30 cs.CV 79%

Parallel Medical Imaging for Intelligent Medical Image Analysis: Concepts, Methods, and Applications

Chao Gou, Tianyu Shen, Wenbo Zheng, Huadan Xue, Hui Yu, Qiang Ji, Zhengyu Jin, Fei-Yue Wang

专题命中医学影像：medical image(title,abstract)；分类 cs.CV

2106.11099 2021-06-22 cs.CV 79%

Distilling effective supervision for robust medical image segmentation with noisy labels

Jialin Shi, Ji Wu

专题命中医学影像：medical image(title,abstract)；分类 cs.CV

Comments Accepted to MICCAI 2021

2106.08493 2021-06-21 cs.CV 79%

Multi-scale Neural ODEs for 3D Medical Image Registration

Junshen Xu, Eric Z. Chen, Xiao Chen, Terrence Chen, Shanhui Sun

专题命中医学影像：medical image(title,abstract)；分类 cs.CV

2106.09201 2021-06-18 cs.CV 79%

Trilateral Attention Network for Real-time Medical Image Segmentation

Ghada Zamzmi, Vandana Sachdev, Sameer Antani

专题命中医学影像：medical image(title,abstract)；分类 cs.CV

2106.08600 2021-06-17 cs.CV 79%

Federated Semi-supervised Medical Image Classification via Inter-client Relation Matching

Quande Liu, Hongzheng Yang, Qi Dou, Pheng-Ann Heng

专题命中医学影像：medical image(title,abstract)；分类 cs.CV

Comments Accepted to MICCAI 2021

2011.14372 2021-06-15 cs.CV 79%

CNN-based Lung CT Registration with Multiple Anatomical Constraints

Alessa Hering, Stephanie Häger, Jan Moltz, Nikolas Lessmann, Stefan Heldmann, Bram van Ginneken

专题命中医学影像：CT(title,abstract)；分类 cs.CV

2106.06716 2021-06-15 cs.CV 79%

DS-TransUNet:Dual Swin Transformer U-Net for Medical Image Segmentation

Ailiang Lin, Bingzhi Chen, Jiayu Xu, Zheng Zhang, Guangming Lu

专题命中医学影像：medical image(title,abstract)；分类 cs.CV

2102.10438 2021-06-09 cs.CV 79%

Unsupervised Medical Image Alignment with Curriculum Learning

Mihail Burduja, Radu Tudor Ionescu

专题命中医学影像：medical image(title,abstract)；分类 cs.CV

Comments Accepted at ICIP 2021

2103.03559 2021-06-01 eess.SP math.OC 79%

Learning the sampling density in 2D SPARKLING MRI acquisition for optimized image reconstruction

Chaithya G R, Zaccharie Ramzi, Philippe Ciuciu

专题命中医学影像：MRI(title,abstract)；分类 eess.SP

2105.13406 2021-05-31 eess.IV 79%

Augmented Networks for Faster Brain Metastases Detection in T1-Weighted Contrast-Enhanced 3D MRI

Engin Dikici, Xuan V. Nguyen, Matthew Bigelow, Luciano M. Prevedello

专题命中医学影像：MRI(title,abstract)；分类 eess.IV

2008.10594 2021-05-27 eess.IV 79%

Joint Design of RF and gradient waveforms via auto-differentiation for 3D tailored excitation in MRI

Tianrui Luo, Douglas C. Noll, Jeffrey A. Fessler, Jon-Fredrik Nielsen

专题命中医学影像：MRI(title,abstract)；分类 eess.IV

2012.12496 2021-05-25 cs.CV cs.IT math.IT 79%

Active Sampling for Accelerated MRI with Low-Rank Tensors

Zichang He, Bo Zhao, Zheng Zhang

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments 5 pages

2105.10081 2021-05-24 cs.CV 79%

An interpretable object detection based model for the diagnosis of neonatal lung diseases using Ultrasound images

Rodina Bassiouny, Adel Mohamed, Karthi Umapathy, Naimul Khan

专题命中医学影像：diagnosis(title,abstract)；分类 cs.CV

Comments 7 pages, 8 figures, 4 tables, full paper has been submitted to the 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (EMBC 2021) at the Expo Guadalajara, Mexico, on Oct 31 - Nov 4, 2021

2105.09548 2021-05-21 cs.CV 79%

A low-rank representation for unsupervised registration of medical images

Dengqiang Jia, Shangqi Gao, Qunlong Chen, Xinzhe Luo, Xiahai Zhuang

专题命中医学影像：medical image(title,abstract)；分类 cs.CV

Comments 11 pages, 3 figures

2105.05497 2021-05-13 cs.CV 79%

CT-Net: Complementary Transfering Network for Garment Transfer with Arbitrary Geometric Changes

Fan Yang, Guosheng Lin

专题命中医学影像：CT(title,abstract)；分类 cs.CV

1807.09305 2021-05-04 eess.IV 79%

Synthesizing dynamic MRI using long-term recurrent convolutional networks

Frank Preiswerk, Cheng-Chieh Cheng, Jie Luo, Bruno Madore

专题命中医学影像：MRI(title,abstract)；分类 eess.IV

Comments 8 pages, 3 figures

Journal ref Machine Learning in Medical Imaging. MLMI 2018. Lecture Notes in Computer Science, vol 11046

2104.08680 2021-04-30 eess.IV 79%

External Dynamic InTerference Estimation and Removal (EDITER) for low field MRI

Sai Abitha Srinivas, Stephen F Cauley, Jason P Stockmann, Charlotte R Sappo, Christopher E Vaughn, Lawrence L Wald, William A Grissom, Clarissa Z Cooley

专题命中医学影像：MRI(title,abstract)；分类 eess.IV

Comments Submitted to Magnetic Resonance in Medicine

2104.11745 2021-04-26 eess.IV 79%

Dynamic CT Reconstruction from Limited Views with Implicit Neural Representations and Parametric Motion Fields

Albert W. Reed, Hyojin Kim, Rushil Anirudh, K. Aditya Mohan, Kyle Champley, Jingu Kang, Suren Jayasuriya

专题命中医学影像：CT(title,abstract)；分类 eess.IV

2104.04809 2021-04-13 cs.CV 79%

Two layer Ensemble of Deep Learning Models for Medical Image Segmentation

Truong Dang, Tien Thanh Nguyen, John McCall, Eyad Elyan, Carlos Francisco Moreno-García

专题命中医学影像：medical image(title,abstract)；分类 cs.CV

Comments 8 pages, 4 figures

2104.03393 2021-04-09 cs.CV 79%

Contour Proposal Networks for Biomedical Instance Segmentation

Eric Upschulte, Stefan Harmeling, Katrin Amunts, Timo Dickscheid

专题命中医学影像：biomedical(title,abstract)；分类 cs.CV

2104.01405 2021-04-06 physics.med-ph cs.CV 79%

IDOL-Net: An Interactive Dual-Domain Parallel Network for CT Metal Artifact Reduction

Tao Wang, Wenjun Xia, Zexin Lu, Huaiqiang Sun, Yan Liu, Hu Chen, Jiliu Zhou, Yi Zhang

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments 10 pages, 8 figures

2103.15954 2021-03-31 cs.CV 79%

DiNTS: Differentiable Neural Network Topology Search for 3D Medical Image Segmentation

Yufan He, Dong Yang, Holger Roth, Can Zhao, Daguang Xu

专题命中医学影像：medical image(title,abstract)；分类 cs.CV

Comments CVPR2021 oral

2103.15735 2021-03-30 physics.med-ph eess.IV 79%

High-Sensitivity Iodine Imaging by Combining Spectral CT Technologies

Matthew Tivnan, Grace Gang, Wenchao Cao, Nadav Shapira, Peter B. Noel, J. Webster Stayman

专题命中医学影像：CT(title,abstract)；分类 eess.IV

1. 医学影像 22719 篇

Cats, not CAT scans: a study of dataset similarity in transfer learning for 2D medical image classification

Hierarchical Self-Supervised Learning for Medical Image Segmentation Based on Multi-Domain Data Aggregation

TransFuse: Fusing Transformers and CNNs for Medical Image Segmentation

Categorical Relation-Preserving Contrastive Knowledge Distillation for Medical Image Classification

Medical Transformer: Gated Axial-Attention for Medical Image Segmentation

Learning to Predict Error for MRI Reconstruction

Alternating direction method of multipliers applied to medical image restoration

Parallel Medical Imaging for Intelligent Medical Image Analysis: Concepts, Methods, and Applications

Distilling effective supervision for robust medical image segmentation with noisy labels

Multi-scale Neural ODEs for 3D Medical Image Registration

Trilateral Attention Network for Real-time Medical Image Segmentation

Federated Semi-supervised Medical Image Classification via Inter-client Relation Matching

CNN-based Lung CT Registration with Multiple Anatomical Constraints

DS-TransUNet:Dual Swin Transformer U-Net for Medical Image Segmentation

Unsupervised Medical Image Alignment with Curriculum Learning

Learning the sampling density in 2D SPARKLING MRI acquisition for optimized image reconstruction

Augmented Networks for Faster Brain Metastases Detection in T1-Weighted Contrast-Enhanced 3D MRI

Joint Design of RF and gradient waveforms via auto-differentiation for 3D tailored excitation in MRI

Active Sampling for Accelerated MRI with Low-Rank Tensors

An interpretable object detection based model for the diagnosis of neonatal lung diseases using Ultrasound images

A low-rank representation for unsupervised registration of medical images

CT-Net: Complementary Transfering Network for Garment Transfer with Arbitrary Geometric Changes

Synthesizing dynamic MRI using long-term recurrent convolutional networks

External Dynamic InTerference Estimation and Removal (EDITER) for low field MRI

Dynamic CT Reconstruction from Limited Views with Implicit Neural Representations and Parametric Motion Fields

Two layer Ensemble of Deep Learning Models for Medical Image Segmentation

Contour Proposal Networks for Biomedical Instance Segmentation

IDOL-Net: An Interactive Dual-Domain Parallel Network for CT Metal Artifact Reduction

DiNTS: Differentiable Neural Network Topology Search for 3D Medical Image Segmentation

High-Sensitivity Iodine Imaging by Combining Spectral CT Technologies