医学 AI - arXivDaily 专题

1907.04835 2019-07-17 eess.IV cs.CV 81%

Enhanced generative adversarial network for 3D brain MRI super-resolution

Jiancong Wang, Yuhua Chen, Yifan Wu, Jianbo Shi, James Gee

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

1907.04500 2019-07-11 eess.IV cs.CV 81%

Fetal Pose Estimation in Volumetric MRI using a 3D Convolution Neural Network

Junshen Xu, Molin Zhang, Esra Abaci Turk, Larry Zhang, Ellen Grant, Kui Ying, Polina Golland, Elfar Adalsteinsson

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

Comments MICCAI 2019

1907.01376 2019-07-09 eess.IV cs.CV 81%

Multi-scale GANs for Memory-efficient Generation of High Resolution Medical Images

Hristina Uzunova, Jan Ehrhardt, Fabian Jacob, Alex Frydrychowicz, Heinz Handels

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

Comments Accepted at MICCAI 2019

1906.12223 2019-07-01 eess.IV cs.CV 81%

Adversarial optimization for joint registration and segmentation in prostate CT radiotherapy

Mohamed S. Elmahdy, Jelmer M. Wolterink, Hessam Sokooti, Ivana Išgum, Marius Staring

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

Comments Accepted to MICCAI 2019, 13-17 Oct 2019, Shenzhen, China

1906.07347 2019-06-26 eess.IV cs.CV 81%

Cardiac Segmentation from LGE MRI Using Deep Neural Network Incorporating Shape and Spatial Priors

Qian Yue, Xinzhe Luo, Qing Ye, Lingchao Xu, Xiahai Zhuang

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

Comments Accepted for publication in MICCAI 2019

1906.06601 2019-06-18 eess.IV cs.CV 81%

4D X-Ray CT Reconstruction using Multi-Slice Fusion

Soumendu Majee, Thilo Balke, Craig A. J. Kemp, Gregery T. Buzzard, Charles A. Bouman

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

Comments 8 pages, 8 figures, IEEE International Conference on Computational Photography 2019, Tokyo

1906.04713 2019-06-12 eess.IV cs.CV 81%

Automatic brain tissue segmentation in fetal MRI using convolutional neural networks

N. Khalili, N. Lessmann, E. Turk, N. Claessens, R. de Heus, T. Kolk, M. A. Viergever, M. J. N. L. Benders, I. Isgum

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

Comments Published in Magnetic Resonance Imaging, 2019

1906.04231 2019-06-12 eess.IV cs.CV 81%

Alzheimer's Disease Brain MRI Classification: Challenges and Insights

Yi Ren Fung, Ziqiang Guan, Ritesh Kumar, Joie Yeahuay Wu, Madalina Fiterau

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

Comments 5 pages, 2 figures, IJCAI ARIAL workshop paper

1905.11387 2019-05-29 eess.IV cs.CV 81%

Automatic Delineation of Kidney Region in DCE-MRI

Santosh Tirunagari, Norman Poh, Kevin Wells, Miroslaw Bober, Isky Gorden, David Windridge

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

Comments arXiv admin note: text overlap with arXiv:1905.10218

1810.00500 2019-05-28 cs.CV cs.LG stat.ML 81%

One Network to Solve All ROIs: Deep Learning CT for Any ROI using Differentiated Backprojection

Yoseob Han, Jong Chul Ye

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

Comments Accepted by Medical Physics

1905.10218 2019-05-27 eess.IV cs.CV 81%

Functional Segmentation through Dynamic Mode Decomposition: Automatic Quantification of Kidney Function in DCE-MRI Images

Santosh Tirunagari, Norman Poh, Kevin Wells, Miroslaw Bober, Isky Gorden, David Windridge

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

1905.02283 2019-05-08 cs.CL cs.CV eess.IV 81%

Caveats in Generating Medical Imaging Labels from Radiology Reports

Tobi Olatunji, Li Yao, Ben Covington, Alexander Rhodes, Anthony Upton

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

Comments Accepted workshop contribution for Medical Imaging with Deep Learning (MIDL), 2019

1905.00985 2019-05-06 cs.LG eess.IV stat.ML 81%

Conditional WGANs with Adaptive Gradient Balancing for Sparse MRI Reconstruction

Itzik Malkiel, Sangtae Ahn, Valentina Taviani, Anne Menini, Lior Wolf, Christopher J. Hardy

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

1901.01960 2019-05-02 eess.IV cs.LG stat.ML 81%

Learning-based Optimization of the Under-sampling Pattern in MRI

Cagla Deniz Bahadir, Adrian V. Dalca, Mert R. Sabuncu

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

Comments 13 pages, 5 figures, Accepted as a conference paper in IPMI

1904.12101 2019-04-30 cs.CV eess.IV 81%

Fast Infant MRI Skullstripping with Multiview 2D Convolutional Neural Networks

Amod Jog, P. Ellen Grant, Joseph L. Jacobson, Andre van der Kouwe, Ernesta M. Meintjes, Bruce Fischl, Lilla Zöllei

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

1904.10030 2019-04-24 eess.IV cs.LG stat.ML 81%

Reducing the Hausdorff Distance in Medical Image Segmentation with Convolutional Neural Networks

Davood Karimi, Septimiu E. Salcudean

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

1904.08487 2019-04-19 cs.CV cs.LG stat.ML 81%

Machine Vision Guided 3D Medical Image Compression for Efficient Transmission and Accurate Segmentation in the Clouds

Zihao Liu, Xiaowei Xu, Tao Liu, Qi Liu, Yanzhi Wang, Yiyu Shi, Wujie Wen, Meiping Huang, Haiyun Yuan, Jian Zhuang

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

Comments IEEE Computer Society Conference on Computer Vision and Pattern Recognition(CVPR), Long Beach, CA, 2019

1806.03997 2019-04-02 eess.IV cs.CV 81%

Endoscopic navigation in the absence of CT imaging

Ayushi Sinha, Xingtong Liu, Austin Reiter, Masaru Ishii, Gregory D. Hager, Russell H. Taylor

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

Comments 8 pages, 3 figures, MICCAI 2018

1903.11176 2019-03-28 eess.IV cs.LG stat.ML 81%

On evaluating CNN representations for low resource medical image classification

Taruna Agrawal, Rahul Gupta, Shrikanth Narayanan

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

Comments Accepted to ICASSP 2019

1903.09240 2019-03-25 cs.CV eess.IV 81%

Deep Radiomics for Brain Tumor Detection and Classification from Multi-Sequence MRI

Subhashis Banerjee, Sushmita Mitra, Francesco Masulli, Stefano Rovetta

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

1903.06855 2019-03-19 cs.CV cs.LG 81%

Learning Super-resolution 3D Segmentation of Plant Root MRI Images from Few Examples

Ali Oguz Uzman, Jannis Horn, Sven Behnke

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

Comments 27th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN), Bruges, Belgium, 2019

1903.03927 2019-03-12 cs.CV cs.LG 81%

Learning-Based Cost Functions for 3D and 4D Multi-Surface Multi-Object Segmentation of Knee MRI: Data from the Osteoarthritis Initiative

Satyananda Kashyap, Honghai Zhang, Karan Rao, Milan Sonka

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

Comments IEEE Transactions in Medical Imaging, 11 pages

Journal ref Published in: IEEE Transactions on Medical Imaging ( Volume: 37 , Issue: 5 , May 2018 )

1806.09748 2019-03-06 cs.CV cs.AI cs.LG stat.ML 81%

Cycle Consistent Adversarial Denoising Network for Multiphase Coronary CT Angiography

Eunhee Kang, Hyun Jung Koo, Dong Hyun Yang, Joon Bum Seo, Jong Chul Ye

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

Comments This work is accepted in Medical Physics

1810.13205 2019-02-28 cs.CV cs.LG 81%

Multi-Task Learning for Left Atrial Segmentation on GE-MRI

Chen Chen, Wenjia Bai, Daniel Rueckert

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

Comments STACOM 2018 Workshop, MICCAI 2018

Journal ref Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges, 9th International Workshop, STACOM 2018, pp.292-301

1902.09063 2019-02-26 cs.CV eess.IV 81%

A large annotated medical image dataset for the development and evaluation of segmentation algorithms

Amber L. Simpson, Michela Antonelli, Spyridon Bakas, Michel Bilello, Keyvan Farahani, Bram van Ginneken, Annette Kopp-Schneider, Bennett A. Landman, Geert Litjens, Bjoern Menze, Olaf Ronneberger, Ronald M. Summers, Patrick Bilic, Patrick F. Christ, Richard K. G. Do, Marc Gollub, Jennifer Golia-Pernicka, Stephan H. Heckers, William R. Jarnagin, Maureen K. McHugo, Sandy Napel, Eugene Vorontsov, Lena Maier-Hein, M. Jorge Cardoso

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

1902.02629 2019-02-08 eess.IV cs.LG stat.ML 81%

SAPSAM - Sparsely Annotated Pathological Sign Activation Maps - A novel approach to train Convolutional Neural Networks on lung CT scans using binary labels only

Mario Zusag, Sujal Desai, Marcello Di Paolo, Thomas Semple, Anand Shah, Elsa Angelini

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

Comments Accepted paper for ISBI2019

Journal ref https://biomedicalimaging.org/2019/

1902.02248 2019-02-07 cs.LG cs.CV stat.ML 81%

Generative Image Translation for Data Augmentation of Bone Lesion Pathology

Anant Gupta, Srivas Venkatesh, Sumit Chopra, Christian Ledig

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

1901.02355 2019-01-09 cs.LG eess.IV stat.ML 81%

Efforts estimation of doctors annotating medical image

Yang Deng, Yao Sun, Yongpei Zhu, Yue Xu, Qianxi Yang, Shuo Zhang, Mingwang Zhu, Jirang Sun, Weiling Zhao, Xiaobo Zhou, Kehong Yuan

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

1807.02908 2019-01-03 cs.CV cs.LG 81%

Partial Policy-based Reinforcement Learning for Anatomical Landmark Localization in 3D Medical Images

Walid Abdullah Al, Il Dong Yun

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

1812.11440 2019-01-01 cs.CV cs.LG stat.ML 81%

Brain MRI super-resolution using 3D generative adversarial networks

Irina Sanchez, Veronica Vilaplana

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

Comments First International Conference on Medical Imaging with Deep Learning, Amsterdam, 2018

1. 医学影像 22645 篇

Enhanced generative adversarial network for 3D brain MRI super-resolution

Fetal Pose Estimation in Volumetric MRI using a 3D Convolution Neural Network

Multi-scale GANs for Memory-efficient Generation of High Resolution Medical Images

Adversarial optimization for joint registration and segmentation in prostate CT radiotherapy

Cardiac Segmentation from LGE MRI Using Deep Neural Network Incorporating Shape and Spatial Priors

4D X-Ray CT Reconstruction using Multi-Slice Fusion

Automatic brain tissue segmentation in fetal MRI using convolutional neural networks

Alzheimer's Disease Brain MRI Classification: Challenges and Insights

Automatic Delineation of Kidney Region in DCE-MRI

One Network to Solve All ROIs: Deep Learning CT for Any ROI using Differentiated Backprojection

Functional Segmentation through Dynamic Mode Decomposition: Automatic Quantification of Kidney Function in DCE-MRI Images

Caveats in Generating Medical Imaging Labels from Radiology Reports

Conditional WGANs with Adaptive Gradient Balancing for Sparse MRI Reconstruction

Learning-based Optimization of the Under-sampling Pattern in MRI

Fast Infant MRI Skullstripping with Multiview 2D Convolutional Neural Networks

Reducing the Hausdorff Distance in Medical Image Segmentation with Convolutional Neural Networks

Machine Vision Guided 3D Medical Image Compression for Efficient Transmission and Accurate Segmentation in the Clouds

Endoscopic navigation in the absence of CT imaging

On evaluating CNN representations for low resource medical image classification

Deep Radiomics for Brain Tumor Detection and Classification from Multi-Sequence MRI

Learning Super-resolution 3D Segmentation of Plant Root MRI Images from Few Examples

Learning-Based Cost Functions for 3D and 4D Multi-Surface Multi-Object Segmentation of Knee MRI: Data from the Osteoarthritis Initiative

Cycle Consistent Adversarial Denoising Network for Multiphase Coronary CT Angiography

Multi-Task Learning for Left Atrial Segmentation on GE-MRI

A large annotated medical image dataset for the development and evaluation of segmentation algorithms

SAPSAM - Sparsely Annotated Pathological Sign Activation Maps - A novel approach to train Convolutional Neural Networks on lung CT scans using binary labels only

Generative Image Translation for Data Augmentation of Bone Lesion Pathology

Efforts estimation of doctors annotating medical image

Partial Policy-based Reinforcement Learning for Anatomical Landmark Localization in 3D Medical Images

Brain MRI super-resolution using 3D generative adversarial networks