医学 AI - arXivDaily 专题

1810.05735 2018-10-16 cs.CV 79%

InfiNet: Fully Convolutional Networks for Infant Brain MRI Segmentation

Shubham Kumar, Sailesh Conjeti, Abhijit Guha Roy, Christian Wachinger, Nassir Navab

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments 4 pages, 3 figures, conference, IEEE ISBI, 2018

Journal ref Kumar, Shubham, et al. ISBI, IEEE (2018)(pp. 145-148)

1810.02583 2018-10-16 cs.CV 79%

AIRNet: Self-Supervised Affine Registration for 3D Medical Images using Neural Networks

Evelyn Chee, Zhenzhou Wu

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

1810.04425 2018-10-11 eess.IV 79%

Fully Automated Left Atrium Cavity Segmentation from 3D GE-MRI by Multi-Atlas Selection and Registration

Mengyun Qiao, Yuanyuan Wang, Rob J. van der Geest, Qian Tao

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

1810.04260 2018-10-11 cs.CV 79%

Inter-Scanner Harmonization of High Angular Resolution DW-MRI using Null Space Deep Learning

Vishwesh Nath, Prasanna Parvathaneni, Colin B. Hansen, Allison E. Hainline, Camilo Bermudez, Samuel Remedios, Justin A. Blaber, Kurt G. Schilling, Ilwoo Lyu, Vaibhav Janve, Yurui Gao, Iwona Stepniewska, Baxter P. Rogers, Allen T. Newton, L. Taylor Davis, Jeff Luci, Adam W. Anderson, Bennett A. Landman

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments 10 pages, 5 figures

1804.00521 2018-10-11 cs.CV 79%

CompNet: Complementary Segmentation Network for Brain MRI Extraction

Raunak Dey, Yi Hong

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments 8 pages, Accepted to MICCAI 2018

1810.04017 2018-10-10 cs.CV 79%

Comparison of U-net-based Convolutional Neural Networks for Liver Segmentation in CT

Hans Meine, Grzegorz Chlebus, Mohsen Ghafoorian, Itaru Endo, Andrea Schenk

专题命中医学影像：CT(title,abstract)；分类 cs.CV

1810.03871 2018-10-10 cs.CV 79%

Conditional Generative Refinement Adversarial Networks for Unbalanced Medical Image Semantic Segmentation

Mina Rezaei, Haojin Yang, Christoph Meinel

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

1810.02277 2018-10-05 cs.CV 79%

Direct Prediction of Cardiovascular Mortality from Low-dose Chest CT using Deep Learning

Sanne G. M. van Velzen, Majd Zreik, Nikolas Lessmann, Max A. Viergever, Pim A. de Jong, Helena M. Verkooijen, Ivana Išgum

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments This work has been submitted to SPIE 2019 conference

1809.09287 2018-10-02 cs.CV 79%

MedAL: Deep Active Learning Sampling Method for Medical Image Analysis

Asim Smailagic, Hae Young Noh, Pedro Costa, Devesh Walawalkar, Kartik Khandelwal, Mostafa Mirshekari, Jonathon Fagert, Adrián Galdrán, Susu Xu

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

Comments Accepted as conference paper for ICMLA 2018

1805.08687 2018-10-02 cs.CV 79%

Attaining human-level performance with atlas location autocontext for anatomical landmark detection in 3D CT data

Alison Q O'Neil, Antanas Kascenas, Joseph Henry, Daniel Wyeth, Matthew Shepherd, Erin Beveridge, Lauren Clunie, Carrie Sansom, Evelina Šeduikytė, Keith Muir, Ian Poole

专题命中医学影像：CT(title,abstract)；分类 cs.CV

1804.05370 2018-10-02 cs.CV 79%

A Sparse Non-negative Matrix Factorization Framework for Identifying Functional Units of Tongue Behavior from MRI

Jonghye Woo, Jerry L. Prince, Maureen Stone, Fangxu Xing, Arnold Gomez, Jordan R. Green, Christopher J. Hartnick, Thomas J. Brady, Timothy G. Reese, Van J. Wedeen, Georges El Fakhri

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments Accepted at IEEE TMI (https://ieeexplore.ieee.org/document/8467354)

1809.10486 2018-09-28 cs.CV 79%

nnU-Net: Self-adapting Framework for U-Net-Based Medical Image Segmentation

Fabian Isensee, Jens Petersen, Andre Klein, David Zimmerer, Paul F. Jaeger, Simon Kohl, Jakob Wasserthal, Gregor Koehler, Tobias Norajitra, Sebastian Wirkert, Klaus H. Maier-Hein

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

1801.05284 2018-09-28 cs.CV 79%

Joint registration and synthesis using a probabilistic model for alignment of MRI and histological sections

Juan Eugenio Iglesias, Marc Modat, Loic Peter, Allison Stevens, Roberto Annunziata, Tom Vercauteren, Ed Lein, Bruce Fischl, Sebastien Ourselin

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

1806.04413 2018-09-25 cs.CV 79%

Enhancing clinical MRI Perfusion maps with data-driven maps of complementary nature for lesion outcome prediction

Adriano Pinto, Sergio Pereira, Raphael Meier, Victor Alves, Roland Wiest, Carlos A. Silva, Mauricio Reyes

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments Accepted at MICCAI 2018

1809.06752 2018-09-19 cs.CV 79%

3D segmentation of mandible from multisectional CT scans by convolutional neural networks

Bingjiang Qiu, Jiapan Guo, J. Kraeima, R. J. H. Borra, M. J. H. Witjes, P. M. A. van Ooijen

专题命中医学影像：CT(title,abstract)；分类 cs.CV

1809.06665 2018-09-19 cs.CV 79%

Compressed Sensing Parallel MRI with Adaptive Shrinkage TV Regularization

Raji Susan Mathew, Joseph Suresh Paul

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments 27 pages,9 figures

1804.08039 2018-09-17 cs.CV 79%

Learning Myelin Content in Multiple Sclerosis from Multimodal MRI through Adversarial Training

Wen Wei, Emilie Poirion, Benedetta Bodini, Stanley Durrleman, Nicholas Ayache, Bruno Stankoff, Olivier Colliot

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments Accepted by MICCAI2018

1808.08312 2018-08-28 cs.CV 79%

Quantification of Local Metabolic Tumor Volume Changes by Registering Blended PET-CT Images for Prediction of Pathologic Tumor Response

Sadegh Riyahi, Wookjin Choi, Chia-Ju Liu, Saad Nadeem, Shan Tan, Hualiang Zhong, Wengen Chen, Abraham J. Wu, James G. Mechalakos, Joseph O. Deasy, Wei Lu

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments MICCAI 2018: Workshop on Data-Driven Treatment Response Assessment (Oral Presentation), 11 pages

1806.08174 2018-08-20 cs.CV 79%

Crowd disagreement about medical images is informative

Veronika Cheplygina, Josien P. W. Pluim

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

Comments Accepted for publication at MICCAI LABELS 2018

1805.00587 2018-08-13 cs.CV cs.AI 79%

Structure-sensitive Multi-scale Deep Neural Network for Low-Dose CT Denoising

Chenyu You, Qingsong Yang, Hongming Shan, Lars Gjesteby, Guang Li, Shenghong Ju, Zhuiyang Zhang, Zhen Zhao, Yi Zhang, Wenxiang Cong, Ge Wang

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments IEEE Access 2018

1808.01853 2018-08-07 cs.CV 79%

Metal Artifact Reduction in Cone-Beam X-Ray CT via Ray Profile Correction

Sungsoo Ha, Klaus Mueller

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments 10 pages, 8 figures

1712.00201 2018-08-03 cs.CV 79%

A 3D Coarse-to-Fine Framework for Volumetric Medical Image Segmentation

Zhuotun Zhu, Yingda Xia, Wei Shen, Elliot K. Fishman, Alan L. Yuille

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

Comments 9 pages, 4 figures, Accepted to 3DV

1807.11830 2018-08-01 cs.DC eess.IV 79%

OpenCLIPER: an OpenCL-based C++ Framework for Overhead-Reduced Medical Image Processing and Reconstruction on Heterogeneous Devices

Federico Simmross-Wattenberg, Manuel Rodríguez-Cayetano, Javier Royuela-del-Val, Elena Martín-González, Elisa Moya-Sáez, Marcos Martín-Fernández, Carlos Alberola-López

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

1807.11643 2018-08-01 cs.CV 79%

Brain MRI Image Super Resolution using Phase Stretch Transform and Transfer Learning

Sifeng He, Bahram Jalali

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

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

1. 医学影像 22709 篇

InfiNet: Fully Convolutional Networks for Infant Brain MRI Segmentation

AIRNet: Self-Supervised Affine Registration for 3D Medical Images using Neural Networks

Fully Automated Left Atrium Cavity Segmentation from 3D GE-MRI by Multi-Atlas Selection and Registration

Inter-Scanner Harmonization of High Angular Resolution DW-MRI using Null Space Deep Learning

CompNet: Complementary Segmentation Network for Brain MRI Extraction

Comparison of U-net-based Convolutional Neural Networks for Liver Segmentation in CT

Conditional Generative Refinement Adversarial Networks for Unbalanced Medical Image Semantic Segmentation

Direct Prediction of Cardiovascular Mortality from Low-dose Chest CT using Deep Learning

MedAL: Deep Active Learning Sampling Method for Medical Image Analysis

Attaining human-level performance with atlas location autocontext for anatomical landmark detection in 3D CT data

A Sparse Non-negative Matrix Factorization Framework for Identifying Functional Units of Tongue Behavior from MRI

nnU-Net: Self-adapting Framework for U-Net-Based Medical Image Segmentation

Joint registration and synthesis using a probabilistic model for alignment of MRI and histological sections

Enhancing clinical MRI Perfusion maps with data-driven maps of complementary nature for lesion outcome prediction

3D segmentation of mandible from multisectional CT scans by convolutional neural networks

Compressed Sensing Parallel MRI with Adaptive Shrinkage TV Regularization

Learning Myelin Content in Multiple Sclerosis from Multimodal MRI through Adversarial Training

Quantification of Local Metabolic Tumor Volume Changes by Registering Blended PET-CT Images for Prediction of Pathologic Tumor Response

Crowd disagreement about medical images is informative

Structure-sensitive Multi-scale Deep Neural Network for Low-Dose CT Denoising

Metal Artifact Reduction in Cone-Beam X-Ray CT via Ray Profile Correction

A 3D Coarse-to-Fine Framework for Volumetric Medical Image Segmentation

OpenCLIPER: an OpenCL-based C++ Framework for Overhead-Reduced Medical Image Processing and Reconstruction on Heterogeneous Devices

Brain MRI Image Super Resolution using Phase Stretch Transform and Transfer Learning

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