医学 AI - arXivDaily 专题

1807.11368 2018-07-31 cs.CV 79%

Small Organ Segmentation in Whole-body MRI using a Two-stage FCN and Weighting Schemes

Vanya V. Valindria, Ioannis Lavdas, Juan Cerrolaza, Eric O. Aboagye, Andrea G. Rockall, Daniel Rueckert, Ben Glocker

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments Accepted at the MICCAI Workshop on Machine Learning in Medical Imaging (MLMI) 2018

1807.10850 2018-07-31 cs.CV 79%

Synthesizing CT from Ultrashort Echo-Time MR Images via Convolutional Neural Networks

Snehashis Roy, John A. Butman, Dzung L. Pham

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments https://link.springer.com/chapter/10.1007/978-3-319-68127-6_3, International Workshop on Simulation and Synthesis in Medical Imaging (SASHIMI 2017)

1711.10535 2018-07-31 cs.CV 79%

Deep Lesion Graphs in the Wild: Relationship Learning and Organization of Significant Radiology Image Findings in a Diverse Large-scale Lesion Database

Ke Yan, Xiaosong Wang, Le Lu, Ling Zhang, Adam Harrison, Mohammadhad Bagheri, Ronald Summers

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

Comments Accepted by CVPR2018. DeepLesion url added

1807.09227 2018-07-25 cs.CV 79%

Multi-Class Lesion Diagnosis with Pixel-wise Classification Network

Manu Goyal, Jiahua Ng, Moi Hoon Yap

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

Comments 6 pages, 4 figures and 2 tables

1805.01803 2018-07-25 cs.CV 79%

Unsupervised learning for concept detection in medical images: a comparative analysis

Eduardo Pinho, Carlos Costa

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

1801.01452 2018-07-25 cs.CV 79%

Low-dose spectral CT reconstruction using L0 image gradient and tensor dictionary

Weiwen Wu, Yanbo Zhang, Qian Wang, Fenglin Liu, Peijun Chen, Hengyong Yu

专题命中医学影像：CT(title,abstract)；分类 cs.CV

1802.07846 2018-07-24 cs.CV cs.AI 79%

Cross-Modality Synthesis from CT to PET using FCN and GAN Networks for Improved Automated Lesion Detection

Avi Ben-Cohen, Eyal Klang, Stephen P. Raskin, Shelly Soffer, Simona Ben-Haim, Eli Konen, Michal Marianne Amitai, Hayit Greenspan

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments Preprint submitted to Engineering applications of artificial intelligence

1707.09585 2018-07-24 cs.CV cs.AI 79%

Virtual PET Images from CT Data Using Deep Convolutional Networks: Initial Results

Avi Ben-Cohen, Eyal Klang, Stephen P. Raskin, Michal Marianne Amitai, Hayit Greenspan

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments To be presented at SASHIMI2017: Simulation and Synthesis in Medical Imaging, MICCAI 2017

1710.04043 2018-07-23 cs.CV 79%

Interactive Medical Image Segmentation using Deep Learning with Image-specific Fine-tuning

Guotai Wang, Wenqi Li, Maria A. Zuluaga, Rosalind Pratt, Premal A. Patel, Michael Aertsen, Tom Doel, Anna L. David, Jan Deprest, Sebastien Ourselin, Tom Vercauteren

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

Comments 11 pages, 11 figures

1807.05979 2018-07-18 eess.IV stat.ML 79%

Lesion Analysis and Diagnosis with Mask-RCNN

Andrey Sorokin

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

Comments 4 pages, 4 figures, ISIC 2018 challenge

1708.00961 2018-07-17 cs.CV 79%

Low Dose CT Image Denoising Using a Generative Adversarial Network with Wasserstein Distance and Perceptual Loss

Qingsong Yang, Pingkun Yan, Yanbo Zhang, Hengyong Yu, Yongyi Shi, Xuanqin Mou, Mannudeep K. Kalra, Ge Wang

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Journal ref IEEE Trans. Med. Imaging. 37(2018) 1348-1357

1807.04668 2018-07-13 cs.CV 79%

Learning to Segment Medical Images with Scribble-Supervision Alone

Yigit B. Can, Krishna Chaitanya, Basil Mustafa, Lisa M. Koch, Ender Konukoglu, Christian F. Baumgartner

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

Comments Accepted for presentation at DLMIA 2018

1711.10388 2018-07-12 cs.CV stat.ML 79%

Lose The Views: Limited Angle CT Reconstruction via Implicit Sinogram Completion

Rushil Anirudh, Hyojin Kim, Jayaraman J. Thiagarajan, K. Aditya Mohan, Kyle Champley, Timo Bremer

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments Spotlight presentation at CVPR 2018

1807.01068 2018-07-04 cs.CV cs.AI 79%

HAMLET: Hierarchical Harmonic Filters for Learning Tracts from Diffusion MRI

Marco Reisert, Volker A. Coenen, Christoph Kaller, Karl Egger, Henrik Skibbe

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

1709.07330 2018-07-04 cs.CV 79%

H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation from CT Volumes

Xiaomeng Li, Hao Chen, Xiaojuan Qi, Qi Dou, Chi-Wing Fu, Pheng Ann Heng

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

Comments Accept for publication at IEEE Transactions on Medical Imaging

1705.09529 2018-07-04 cs.CV 79%

Fully Automatic Segmentation and Objective Assessment of Atrial Scars for Longstanding Persistent Atrial Fibrillation Patients Using Late Gadolinium-Enhanced MRI

Guang Yang, Xiahai Zhuang, Habib Khan, Shouvik Haldar, Eva Nyktari, Lei Li, Rick Wage, Xujiong Ye, Greg Slabaugh, Raad Mohiaddin, Tom Wong, Jennifer Keegan, David Firmin

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments 39 pages, 8 figure, 2 tables, submitted to MRM journal

1807.00467 2018-07-03 cs.CV 79%

Estimation of Large Motion in Lung CT by Integrating Regularized Keypoint Correspondences into Dense Deformable Registration

Jan Rühaak, Thomas Polzin, Stefan Heldmann, Ivor J. A. Simpson, Heinz Handels, Jan Modersitzki, Mattias P. Heinrich

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments 12 pages, 7 figures, \c{opyright} 2017 IEEE. Personal use is permitted, but republication/redistribution requires IEEE permission

Journal ref IEEE Transactions on Medical Imaging, 2018, Vol. 36 (8), pp. 1746-1757

1807.00436 2018-07-03 cs.CV 79%

Liver Lesion Detection from Weakly-labeled Multi-phase CT Volumes with a Grouped Single Shot MultiBox Detector

Sang-gil Lee, Jae Seok Bae, Hyunjae Kim, Jung Hoon Kim, Sungroh Yoon

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments Accepted at MICCAI 2018. 8 pages, 4 figures, 1 table

1806.11475 2018-07-02 cs.CV 79%

SynNet: Structure-Preserving Fully Convolutional Networks for Medical Image Synthesis

Deepa Gunashekar, Sailesh Conjeti, Abhijit Guha Roy, Nassir Navab, Kuangyu Shi

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

Comments 13 pages, 5 figures

1806.11216 2018-07-02 cs.CV 79%

Adversarial and Perceptual Refinement for Compressed Sensing MRI Reconstruction

Maximilian Seitzer, Guang Yang, Jo Schlemper, Ozan Oktay, Tobias Würfl, Vincent Christlein, Tom Wong, Raad Mohiaddin, David Firmin, Jennifer Keegan, Daniel Rueckert, Andreas Maier

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments To be published at MICCAI 2018

1710.09338 2018-07-02 cs.CV 79%

Real-Time Automatic Fetal Brain Extraction in Fetal MRI by Deep Learning

Seyed Sadegh Mohseni Salehi, Seyed Raein Hashemi, Clemente Velasco-Annis, Abdelhakim Ouaalam, Judy A. Estroff, Deniz Erdogmus, Simon K. Warfield, Ali Gholipour

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments This work has been submitted to ISBI 2018

1806.10836 2018-06-29 cs.CV cs.CY 79%

CT Image Registration in Acute Stroke Monitoring

Lucio Amelio, Alessia Amelio

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments 10 pages, 9 figures, Accepted at the 41th Jubilee International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO), Opatija, Croatia

1711.06606 2018-06-29 cs.CV 79%

Unsupervised Reverse Domain Adaptation for Synthetic Medical Images via Adversarial Training

Faisal Mahmood, Richard Chen, Nicholas J. Durr

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

Comments 10 pages, 8 figure

1806.07589 2018-06-21 cs.CV 79%

A CADe System for Gliomas in Brain MRI using Convolutional Neural Networks

Subhasis Banerjee, Sushmita Mitra, Anmol Sharma, B. Uma Shankar

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments The paper consists of 11 Pages, 6 Figures, 7 Tables, 56 References

1806.06469 2018-06-19 eess.IV 79%

Sigmoid function based intensity transformation for parameter initialization in MRI-PET Registration Tool for Preclinical Studies

Hiliwi Leake Kidane, Stephanie Bricq, Alain Lalande

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

Comments 8 pages

1806.06171 2018-06-19 eess.IV 79%

High Performance Computing in Medical Image Analysis HuSSaR

Laszlo Kovacs, Roland Kovacs, Andras Hajdu

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

Comments 4 pages 6 images

1806.04972 2018-06-14 cs.CV 79%

Unsupervised Detection of Lesions in Brain MRI using constrained adversarial auto-encoders

Xiaoran Chen, Ender Konukoglu

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments 9 pages, 5 figures, accepted at MIDL 2018

1804.02745 2018-06-13 cs.CV 79%

Direct Estimation of Pharmacokinetic Parameters from DCE-MRI using Deep CNN with Forward Physical Model Loss

Cagdas Ulas, Giles Tetteh, Michael J. Thrippleton, Paul A. Armitage, Stephen D. Makin, Joanna M. Wardlaw, Mike E. Davies, Bjoern H. Menze

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments Accepted at MICCAI 2018. 9 pages, 6 figures

1709.00753 2018-06-12 cs.CV 79%

Compressed Sensing MRI Reconstruction using a Generative Adversarial Network with a Cyclic Loss

Tran Minh Quan, Thanh Nguyen-Duc, Won-Ki Jeong

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments submitted to IEEE Transactions on Medical Imaging

Journal ref IEEE Trans. Med. Imaging 37(6): 1488-1497 (2018)

1802.06955 2018-05-30 cs.CV 79%

Recurrent Residual Convolutional Neural Network based on U-Net (R2U-Net) for Medical Image Segmentation

Md Zahangir Alom, Mahmudul Hasan, Chris Yakopcic, Tarek M. Taha, Vijayan K. Asari

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

Comments 12 pages, 21 figures, 3 Tables

1. 医学影像 22719 篇

Small Organ Segmentation in Whole-body MRI using a Two-stage FCN and Weighting Schemes

Synthesizing CT from Ultrashort Echo-Time MR Images via Convolutional Neural Networks

Deep Lesion Graphs in the Wild: Relationship Learning and Organization of Significant Radiology Image Findings in a Diverse Large-scale Lesion Database

Multi-Class Lesion Diagnosis with Pixel-wise Classification Network

Unsupervised learning for concept detection in medical images: a comparative analysis

Low-dose spectral CT reconstruction using L0 image gradient and tensor dictionary

Cross-Modality Synthesis from CT to PET using FCN and GAN Networks for Improved Automated Lesion Detection

Virtual PET Images from CT Data Using Deep Convolutional Networks: Initial Results

Interactive Medical Image Segmentation using Deep Learning with Image-specific Fine-tuning

Lesion Analysis and Diagnosis with Mask-RCNN

Low Dose CT Image Denoising Using a Generative Adversarial Network with Wasserstein Distance and Perceptual Loss

Learning to Segment Medical Images with Scribble-Supervision Alone

Lose The Views: Limited Angle CT Reconstruction via Implicit Sinogram Completion

HAMLET: Hierarchical Harmonic Filters for Learning Tracts from Diffusion MRI

H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation from CT Volumes

Fully Automatic Segmentation and Objective Assessment of Atrial Scars for Longstanding Persistent Atrial Fibrillation Patients Using Late Gadolinium-Enhanced MRI

Estimation of Large Motion in Lung CT by Integrating Regularized Keypoint Correspondences into Dense Deformable Registration

Liver Lesion Detection from Weakly-labeled Multi-phase CT Volumes with a Grouped Single Shot MultiBox Detector

SynNet: Structure-Preserving Fully Convolutional Networks for Medical Image Synthesis

Adversarial and Perceptual Refinement for Compressed Sensing MRI Reconstruction

Real-Time Automatic Fetal Brain Extraction in Fetal MRI by Deep Learning

CT Image Registration in Acute Stroke Monitoring

Unsupervised Reverse Domain Adaptation for Synthetic Medical Images via Adversarial Training

A CADe System for Gliomas in Brain MRI using Convolutional Neural Networks

Sigmoid function based intensity transformation for parameter initialization in MRI-PET Registration Tool for Preclinical Studies

High Performance Computing in Medical Image Analysis HuSSaR

Unsupervised Detection of Lesions in Brain MRI using constrained adversarial auto-encoders

Direct Estimation of Pharmacokinetic Parameters from DCE-MRI using Deep CNN with Forward Physical Model Loss

Compressed Sensing MRI Reconstruction using a Generative Adversarial Network with a Cyclic Loss

Recurrent Residual Convolutional Neural Network based on U-Net (R2U-Net) for Medical Image Segmentation