医学 AI - arXivDaily 专题

1811.03691 2019-07-16 cs.CV physics.med-ph 79%

Can Deep Learning Outperform Modern Commercial CT Image Reconstruction Methods?

Hongming Shan, Atul Padole, Fatemeh Homayounieh, Uwe Kruger, Ruhani Doda Khera, Chayanin Nitiwarangkul, Mannudeep K. Kalra, Ge Wang

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments 17 pages, 7 figures

Journal ref Nature Machine Intelligence, 1(6) (2019) 269-276

1802.05656 2019-07-16 cs.CV 79%

3D Convolutional Encoder-Decoder Network for Low-Dose CT via Transfer Learning from a 2D Trained Network

Hongming Shan, Yi Zhang, Qingsong Yang, Uwe Kruger, Mannudeep K. Kalra, Ling Sun, Wenxiang Cong, Ge Wang

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments To be published in the IEEE TMI

Journal ref IEEE Transactions on Medical Imaging 37(6) (2018) 1522-1534

1907.01891 2019-07-04 eess.IV cs.DC 79%

Computed tomography medical image reconstruction on affordable equipment by using out-of-core techniques

Mónica Chillarón, Gregorio Quintana-Ortí, Vicente Vidal, Gumersindo Verdú

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

1907.01871 2019-07-04 physics.med-ph eess.IV 79%

CT Data of a Pen-Spring: Application to Under-Sampled Dynamic X-ray Tomography

Juliaana Juurakko, Zenith Purisha, Simo Särkkä

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

1811.09243 2019-07-02 cs.CV 79%

FAIM -- A ConvNet Method for Unsupervised 3D Medical Image Registration

Dongyang Kuang, Tanya Schmah

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

1901.08211 2019-06-19 cs.CV 79%

Synergistic Image and Feature Adaptation: Towards Cross-Modality Domain Adaptation for Medical Image Segmentation

Cheng Chen, Qi Dou, Hao Chen, Jing Qin, Pheng-Ann Heng

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

Comments AAAI 2019 (oral)

1710.02441 2019-06-14 stat.ML eess.SP physics.med-ph 79%

Dictionary-Free MRI PERK: Parameter Estimation via Regression with Kernels

Gopal Nataraj, Jon-Fredrik Nielsen, Clayton Scott, Jeffrey A. Fessler

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

Comments submitted to IEEE Transactions on Medical Imaging

Journal ref IEEE Transactions on Medical Imaging 37(9):2103-14 Sep 2018

1512.04564 2019-06-14 math.OC cs.LG stat.ML 79%

Relaxed Linearized Algorithms for Faster X-Ray CT Image Reconstruction

Hung Nien, Jeffrey A. Fessler

专题命中医学影像：CT(title,abstract)；分类 cs.LG

Comments Submitted to IEEE Transactions on Medical Imaging

Journal ref IEEE Transactions on Medical Imaging 35(4):1090-8 Apr 2016

1906.05125 2019-06-13 physics.med-ph eess.IV 79%

Preparatory data analysis for the reconstruction of real-time MRI data

H. Christian M. Holme

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

Comments Master's Thesis at the Georg-August Universität Göttingen, submitted 2016-02-18

1906.03359 2019-06-11 cs.CV 79%

Unsupervised Feature Learning with K-means and An Ensemble of Deep Convolutional Neural Networks for Medical Image Classification

Euijoon Ahn, Ashnil Kumar, Dagan Feng, Michael Fulham, Jinman Kim

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

Comments 8 pages

1708.00607 2019-06-06 physics.med-ph cs.CV 79%

CT sinogram-consistency learning for metal-induced beam hardening correction

Hyung Suk Park, Sung Min Lee, Hwa Pyung Kim, Jin Keun Seo

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments 17 pages, 8 figures

1806.10128 2019-05-29 cs.CV 79%

Leveraging Disease Progression Learning for Medical Image Recognition

Qicheng Lao, Thomas Fevens, Boyu Wang

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

Journal ref IEEE International Conference on Bioinformatics and Biomedicine (BIBM) 2018

1905.10553 2019-05-28 physics.geo-ph cs.CE eess.IV 79%

EPCI: A New Tool for Predicting Absolute Permeability from CT images

H. Sun, H. Al-Marzouqi, S. Vega

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

Journal ref Geophysics 84.3 (2019): 1-29

1905.05084 2019-05-14 cs.CV physics.med-ph 79%

Medical image super-resolution method based on dense blended attention network

Kewen Liu, Yuan Ma, Hongxia Xiong, Zejun Yan, Zhijun Zhou, Panpan Fang, Chaoyang Liu

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

Comments 12 pages, 4 figures, 32 references

1709.02576 2019-05-14 stat.ML cs.LG physics.med-ph 79%

Deep learning for undersampled MRI reconstruction

Chang Min Hyun, Hwa Pyung Kim, Sung Min Lee, Sungchul Lee, Jin Keun Seo

专题命中医学影像：MRI(title,abstract)；分类 cs.LG

1710.02615 2019-05-07 cs.CV 79%

A Transfer-Learning Approach for Accelerated MRI using Deep Neural Networks

Salman Ul Hassan Dar, Muzaffer Özbey, Ahmet Burak Çatlı, Tolga Çukur

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

1807.01603 2019-04-23 cs.AI cs.LG stat.ML 79%

BIN-CT: Urban Waste Collection based in Predicting the Container Fill Level

Javier Ferrer, Enrique Alba

专题命中医学影像：CT(title,abstract)；分类 cs.LG

Comments 11 pages, double column, 4 figures, 3 tables

1904.09120 2019-04-22 cs.CV cs.AI 79%

Deep Q Learning Driven CT Pancreas Segmentation with Geometry-Aware U-Net

Yunze Man, Yangsibo Huang, Junyi Feng, Xi Li, Fei Wu

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

Comments in IEEE Transactions on Medical Imaging (2019)

1904.08771 2019-04-19 cs.CV 79%

Uncovering convolutional neural network decisions for diagnosing multiple sclerosis on conventional MRI using layer-wise relevance propagation

Fabian Eitel, Emily Soehler, Judith Bellmann-Strobl, Alexander U. Brandt, Klemens Ruprecht, René M. Giess, Joseph Kuchling, Susanna Asseyer, Martin Weygandt, John-Dylan Haynes, Michael Scheel, Friedemann Paul, Kerstin Ritter

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

1904.08610 2019-04-19 cs.CV cs.HC cs.NI 79%

Client/Server Based Online Environment for Manual Segmentation of Medical Images

Daniel Wild, Maximilian Weber, Jan Egger

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

Comments 8 pages

Journal ref Proceedings of CESCG 2019: The 23rd Central European Seminar on Computer Graphics

1904.07282 2019-04-17 cs.CV stat.AP 79%

A deep learning model for early prediction of Alzheimer's disease dementia based on hippocampal MRI

Hongming Li, Mohamad Habes, David A. Wolk, Yong Fan

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments Accepted for publication in Alzheimer's & Dementia

1904.00740 2019-04-02 cs.CV 79%

Projectron -- A Shallow and Interpretable Network for Classifying Medical Images

Aditya Sriram, Shivam Kalra, H. R. Tizhoosh

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

Comments Accepted for publication in the 2019 International Joint Conference on Neural Networks (IJCNN), Budapest, Hungary

1903.10122 2019-03-26 cs.CV 79%

Knowledge-driven Encode, Retrieve, Paraphrase for Medical Image Report Generation

Christy Y. Li, Xiaodan Liang, Zhiting Hu, Eric P. Xing

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

1903.09745 2019-03-26 cs.CV 79%

Fast LLMMSE filter for low-dose CT imaging

Fengling Wang, Bowen Lin, Shujun Fu, Shiling Xie, Zhigang Zhao, Yuliang Li

专题命中医学影像：CT(title,abstract)；分类 cs.CV

1812.00510 2019-03-26 physics.med-ph cs.LG math.OC 79%

JSR-Net: A Deep Network for Joint Spatial-Radon Domain CT Reconstruction from incomplete data

Haimiao Zhang, Bin Dong, Baodong Liu

专题命中医学影像：CT(title,abstract)；分类 cs.LG

Comments Accepted as IEEE-ICASSP-2019 poster

1903.08549 2019-03-21 physics.med-ph cs.CV 79%

Convolutional Sparse Coding for Compressed Sensing CT Reconstruction

Peng Bao, Wenjun Xia, Kang Yang, Weiyan Chen, Mianyi Chen, Yan Xi, Shanzhou Niu, Jiliu Zhou, He Zhang, Huaiqiang Sun, Zhangyang Wang, Yi Zhang

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments Accepted by IEEE TMI

1808.02122 2019-03-20 cs.CV 79%

Non-Learning based Deep Parallel MRI Reconstruction (NLDpMRI)

Ali Pour Yazdanpanah, Onur Afacan, Simon K. Warfield

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

1808.05732 2019-03-14 cs.CV 79%

Medical Image Imputation from Image Collections

Adrian V. Dalca, Katherine L. Bouman, William T. Freeman, Natalia S. Rost, Mert R. Sabuncu, Polina Golland

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

Comments Accepted at IEEE Transactions on Medical Imaging (\c{opyright} 2018 IEEE)

1802.02604 2019-03-14 cs.CV 79%

An Unsupervised Learning Model for Deformable Medical Image Registration

Guha Balakrishnan, Amy Zhao, Mert R. Sabuncu, John Guttag, Adrian V. Dalca

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

Comments 9 pages, in CVPR 2018

1903.04352 2019-03-12 cs.CV 79%

Joint inference on structural and diffusion MRI for sequence-adaptive Bayesian segmentation of thalamic nuclei with probabilistic atlases

Juan Eugenio Iglesias, Koen Van Leemput, Polina Golland, Anastasia Yendiki

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments 12 pages

1. 医学影像 22694 篇

Can Deep Learning Outperform Modern Commercial CT Image Reconstruction Methods?

3D Convolutional Encoder-Decoder Network for Low-Dose CT via Transfer Learning from a 2D Trained Network

Computed tomography medical image reconstruction on affordable equipment by using out-of-core techniques

CT Data of a Pen-Spring: Application to Under-Sampled Dynamic X-ray Tomography

FAIM -- A ConvNet Method for Unsupervised 3D Medical Image Registration

Synergistic Image and Feature Adaptation: Towards Cross-Modality Domain Adaptation for Medical Image Segmentation

Dictionary-Free MRI PERK: Parameter Estimation via Regression with Kernels

Relaxed Linearized Algorithms for Faster X-Ray CT Image Reconstruction

Preparatory data analysis for the reconstruction of real-time MRI data

Unsupervised Feature Learning with K-means and An Ensemble of Deep Convolutional Neural Networks for Medical Image Classification

CT sinogram-consistency learning for metal-induced beam hardening correction

Leveraging Disease Progression Learning for Medical Image Recognition

EPCI: A New Tool for Predicting Absolute Permeability from CT images

Medical image super-resolution method based on dense blended attention network

Deep learning for undersampled MRI reconstruction

A Transfer-Learning Approach for Accelerated MRI using Deep Neural Networks

BIN-CT: Urban Waste Collection based in Predicting the Container Fill Level

Deep Q Learning Driven CT Pancreas Segmentation with Geometry-Aware U-Net

Uncovering convolutional neural network decisions for diagnosing multiple sclerosis on conventional MRI using layer-wise relevance propagation

Client/Server Based Online Environment for Manual Segmentation of Medical Images

A deep learning model for early prediction of Alzheimer's disease dementia based on hippocampal MRI

Projectron -- A Shallow and Interpretable Network for Classifying Medical Images

Knowledge-driven Encode, Retrieve, Paraphrase for Medical Image Report Generation

Fast LLMMSE filter for low-dose CT imaging

JSR-Net: A Deep Network for Joint Spatial-Radon Domain CT Reconstruction from incomplete data

Convolutional Sparse Coding for Compressed Sensing CT Reconstruction

Non-Learning based Deep Parallel MRI Reconstruction (NLDpMRI)

Medical Image Imputation from Image Collections

An Unsupervised Learning Model for Deformable Medical Image Registration

Joint inference on structural and diffusion MRI for sequence-adaptive Bayesian segmentation of thalamic nuclei with probabilistic atlases