医学 AI - arXivDaily 专题

1602.00020 2016-09-21 cs.CV 79%

Deep convolutional networks for automated detection of posterior-element fractures on spine CT

Holger R. Roth, Yinong Wang, Jianhua Yao, Le Lu, Joseph E. Burns, Ronald M. Summers

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments To be presented at SPIE Medical Imaging, 2016, San Diego

1608.06558 2016-08-24 cs.CV 79%

A Non-Local Conventional Approach for Noise Removal in 3D MRI

Sona Morajab, Mehregan Mahdavi

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments 1st International Conference on New Perspective in Electrical & Computer Engineering

1605.04006 2016-06-17 cs.CV math.OC physics.med-ph 79%

A Gaussian Mixture MRF for Model-Based Iterative Reconstruction with Applications to Low-Dose X-ray CT

Ruoqiao Zhang, Dong Hye Ye, Debashish Pal, Jean-Baptiste Thibault, Ken D. Sauer, Charles A. Bouman

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments accepted by IEEE Transactions on Computed Imaging

1606.03788 2016-06-14 cs.CV 79%

Unsupervised Non Linear Dimensionality Reduction Machine Learning methods applied to Multiparametric MRI in cerebral ischemia: Preliminary Results

Vishwa S. Parekh, Jeremy R. Jacobs, Michael A. Jacobs

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments 9 pages

Journal ref Proceedings of the SPIE, Volume 9034, id. 90342O 9 pp. (2014)

1605.04806 2016-05-17 cs.CV 79%

Multilevel Thresholding Segmentation of T2 weighted Brain MRI images using Convergent Heterogeneous Particle Swarm Optimization

Mohammad Hamed Mozaffari, Won-Sook Lee

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

Comments Journal

1605.01397 2016-05-05 cs.CV 79%

Skin Lesion Analysis toward Melanoma Detection: A Challenge at the International Symposium on Biomedical Imaging (ISBI) 2016, hosted by the International Skin Imaging Collaboration (ISIC)

David Gutman, Noel C. F. Codella, Emre Celebi, Brian Helba, Michael Marchetti, Nabin Mishra, Allan Halpern

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

1604.06577 2016-04-25 cs.SI cs.LG 79%

CT-Mapper: Mapping Sparse Multimodal Cellular Trajectories using a Multilayer Transportation Network

Fereshteh Asgari, Alexis Sultan, Haoyi Xiong, Vincent Gauthier, Mounim El-Yacoubi

专题命中医学影像：CT(title,abstract)；分类 cs.LG

Comments Under revision in Computer Communication Journal

1604.04676 2016-04-19 cs.CV 79%

Generating Binary Tags for Fast Medical Image Retrieval Based on Convolutional Nets and Radon Transform

Xinran Liu, Hamid R. Tizhoosh, Jonathan Kofman

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

Comments To appear in proceedings of The 2016 IEEE International Joint Conference on Neural Networks (IJCNN 2016), July 24-29, 2016, Vancouver, Canada

1604.04675 2016-04-19 cs.CV 79%

Radon Features and Barcodes for Medical Image Retrieval via SVM

Shujin Zhu, H. R. Tizhoosh

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

Comments To appear in proceedings of The 2016 IEEE International Joint Conference on Neural Networks (IJCNN 2016), July 24-29, 2016, Vancouver, Canada

1603.07965 2016-03-28 cs.CV 79%

Unsupervised Category Discovery via Looped Deep Pseudo-Task Optimization Using a Large Scale Radiology Image Database

Xiaosong Wang, Le Lu, Hoo-chang Shin, Lauren Kim, Isabella Nogues, Jianhua Yao, Ronald Summers

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

1602.07679 2016-02-25 cs.CV 79%

A statistical shape space model of the palate surface trained on 3D MRI scans of the vocal tract

Alexander Hewer, Ingmar Steiner, Timo Bolkart, Stefanie Wuhrer, Korin Richmond

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments Proceedings of the 18th International Congress of Phonetic Sciences, Aug 2015, Glasgow, United Kingdom. 2015, http://www.icphs2015.info/

1602.02881 2016-02-10 cs.CV cs.CG cs.GR 79%

Detection and Visualization of Endoleaks in CT Data for Monitoring of Thoracic and Abdominal Aortic Aneurysm Stents

Jing Lu, Jan Egger, Andreas Wimmer, Stefan Großkopf, Bernd Freisleben

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

Comments 7 pages, 7 figures, 1 table, 12 references, Proc. SPIE 6918, Medical Imaging 2008: Visualization, Image-Guided Procedures, and Modeling, 69181F (17 March 2008)

1602.00734 2016-02-03 cs.IT cs.LG math.IT stat.ML 79%

Learning Data Triage: Linear Decoding Works for Compressive MRI

Yen-Huan Li, Volkan Cevher

专题命中医学影像：MRI(title,abstract)；分类 cs.LG

1301.5451 2016-01-27 cs.CV math.OC physics.med-ph 79%

Spread spectrum compressed sensing MRI using chirp radio frequency pulses

Xiaobo Qu, Ying Chen, Xiaoxing Zhuang, Zhiyu Yan, Di Guo, Zhong Chen

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments 4 pages, 4 figures

1601.00210 2016-01-05 cs.CV 79%

Susceptibility of texture measures to noise: an application to lung tumor CT images

O. S. Al-Kadi, D. Watson

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments 8th International Conference on BioInformatics and BioEngineering, Greece, 2008

1512.07712 2015-12-25 cs.CV 79%

Fast Acquisition for Quantitative MRI Maps: Sparse Recovery from Non-linear Measurements

Anupriya Gogna, Angshul Majumdar

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

1512.04958 2015-12-17 cs.CV 79%

Context Driven Label Fusion for segmentation of Subcutaneous and Visceral Fat in CT Volumes

Sarfaraz Hussein, Aileen Green, Arjun Watane, Georgios Papadakis, Medhat Osman, Ulas Bagci

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments ISBI 2016 submission, 5 pages, 4 figures

1402.4381 2015-11-30 math.OC cs.LG stat.ML 79%

Fast X-ray CT image reconstruction using the linearized augmented Lagrangian method with ordered subsets

Hung Nien, Jeffrey A. Fessler

专题命中医学影像：CT(title,abstract)；分类 cs.LG

Comments 21 pages (including the supplementary material), 12 figures, submitted to IEEE Trans. Med. Imag

Journal ref IEEE Trans. Medical Imaging, 34(2):388-99, Feb. 2015

1510.06375 2015-10-22 cs.CV 79%

Towards Direct Medical Image Analysis without Segmentation

Xiantong Zhen, Shuo Li

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

Comments 2 pages perspective

1408.4703 2015-08-06 cs.CV 79%

GIMP and Wavelets for Medical Image Processing: Enhancing Images of the Fundus of the Eye

Amelia Carolina Sparavigna

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

Comments Keywords: Image processing, Retina, Retina Vessels, GIMP, AstroFracTool, Iris, Wavelets

Journal ref ijSciences, 2014, Volume 3, Issue 8, pages 35-47

1507.07508 2015-07-29 cs.CV 79%

Fast Segmentation of Left Ventricle in CT Images by Explicit Shape Regression using Random Pixel Difference Features

Peng Sun, Haoyin Zhou, Devon Lundine, James K. Min, Guanglei Xiong

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments 8 pages, link to a video demo

1404.4467 2015-06-19 cs.CV 79%

Cube-Cut: Vertebral Body Segmentation in MRI-Data through Cubic-Shaped Divergences

Robert Schwarzenberg, Bernd Freisleben, Christopher Nimsky, Jan Egger

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments 23 figures, 2 tables, 43 references, PLoS ONE 9(4): e93389

1305.4077 2015-06-16 cs.CV cs.IR 79%

Indexing Medical Images based on Collaborative Experts Reports

Abir Messaoudi, Riadh Bouslimi, Jalel Akaichi

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

Comments 9 pages, 8 figures. International Journal of Computer Applications, May 2013

1302.2712 2015-06-15 cs.CV physics.med-ph stat.AP 79%

Bayesian Nonparametric Dictionary Learning for Compressed Sensing MRI

Yue Huang, John Paisley, Qin Lin, Xinghao Ding, Xueyang Fu, Xiao-ping Zhang

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

1505.06219 2015-05-26 cs.CV 79%

A comparative study between proposed Hyper Kurtosis based Modified Duo-Histogram Equalization (HKMDHE) and Contrast Limited Adaptive Histogram Equalization (CLAHE) for Contrast Enhancement Purpose of Low Contrast Human Brain CT scan images

Sabyasachi Mukhopadhyay, Soham Mandal, Sawon Pratiher, Satyasaran Changdar, Ritwik Burman, Nirmalya Ghosh, Prasanta K. Panigrahi

专题命中医学影像：CT(title,abstract)；分类 cs.CV

1002.1288 2015-05-18 cs.CV 79%

Ball-Scale Based Hierarchical Multi-Object Recognition in 3D Medical Images

Ulas Bagci, Jayaram K. Udupa, Xinjian Chen

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

Comments This paper was published and presented in SPIE Medical Imaging 2010

1412.1732 2015-05-15 physics.med-ph cs.CV 79%

Statistical models and regularization strategies in statistical image reconstruction of low-dose X-ray CT: a survey

Hao Zhang, Jing Wang, Jianhua Ma, Hongbing Lu, Zhengrong Liang

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments This paper has been withdrawn because the authors have differnt opinions on some contents of the paper

1503.06383 2015-03-24 cs.CV cs.NE 79%

Real-time Dynamic MRI Reconstruction using Stacked Denoising Autoencoder

Angshul Majumdar

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

1503.03913 2015-03-16 cs.CV 79%

Diagnosing Heterogeneous Dynamics for CT Scan Images of Human Brain in Wavelet and MFDFA domain

Sabyasachi Mukhopadhyay, Soham Mandal, Nandan K Das, Subhadip Dey, Asish Mitra, Nirmalya Ghosh, Prasanta K Panigrahi

专题命中医学影像：CT(title,abstract)；分类 cs.CV

1501.01697 2015-02-06 cs.CV 79%

Super-resolution MRI Using Finite Rate of Innovation Curves

Greg Ongie, Mathews Jacob

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments Conference paper accepted to ISBI 2015. 4 pages, 2 figures

1. 医学影像 22719 篇

Deep convolutional networks for automated detection of posterior-element fractures on spine CT

A Non-Local Conventional Approach for Noise Removal in 3D MRI

A Gaussian Mixture MRF for Model-Based Iterative Reconstruction with Applications to Low-Dose X-ray CT

Unsupervised Non Linear Dimensionality Reduction Machine Learning methods applied to Multiparametric MRI in cerebral ischemia: Preliminary Results

Multilevel Thresholding Segmentation of T2 weighted Brain MRI images using Convergent Heterogeneous Particle Swarm Optimization

Skin Lesion Analysis toward Melanoma Detection: A Challenge at the International Symposium on Biomedical Imaging (ISBI) 2016, hosted by the International Skin Imaging Collaboration (ISIC)

CT-Mapper: Mapping Sparse Multimodal Cellular Trajectories using a Multilayer Transportation Network

Generating Binary Tags for Fast Medical Image Retrieval Based on Convolutional Nets and Radon Transform

Radon Features and Barcodes for Medical Image Retrieval via SVM

Unsupervised Category Discovery via Looped Deep Pseudo-Task Optimization Using a Large Scale Radiology Image Database

A statistical shape space model of the palate surface trained on 3D MRI scans of the vocal tract

Detection and Visualization of Endoleaks in CT Data for Monitoring of Thoracic and Abdominal Aortic Aneurysm Stents

Learning Data Triage: Linear Decoding Works for Compressive MRI

Spread spectrum compressed sensing MRI using chirp radio frequency pulses

Susceptibility of texture measures to noise: an application to lung tumor CT images

Fast Acquisition for Quantitative MRI Maps: Sparse Recovery from Non-linear Measurements

Context Driven Label Fusion for segmentation of Subcutaneous and Visceral Fat in CT Volumes

Fast X-ray CT image reconstruction using the linearized augmented Lagrangian method with ordered subsets

Towards Direct Medical Image Analysis without Segmentation

GIMP and Wavelets for Medical Image Processing: Enhancing Images of the Fundus of the Eye

Fast Segmentation of Left Ventricle in CT Images by Explicit Shape Regression using Random Pixel Difference Features

Cube-Cut: Vertebral Body Segmentation in MRI-Data through Cubic-Shaped Divergences

Indexing Medical Images based on Collaborative Experts Reports

Bayesian Nonparametric Dictionary Learning for Compressed Sensing MRI

A comparative study between proposed Hyper Kurtosis based Modified Duo-Histogram Equalization (HKMDHE) and Contrast Limited Adaptive Histogram Equalization (CLAHE) for Contrast Enhancement Purpose of Low Contrast Human Brain CT scan images

Ball-Scale Based Hierarchical Multi-Object Recognition in 3D Medical Images

Statistical models and regularization strategies in statistical image reconstruction of low-dose X-ray CT: a survey

Real-time Dynamic MRI Reconstruction using Stacked Denoising Autoencoder

Diagnosing Heterogeneous Dynamics for CT Scan Images of Human Brain in Wavelet and MFDFA domain

Super-resolution MRI Using Finite Rate of Innovation Curves