医学 AI - arXivDaily 专题

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

1903.04207 2019-03-12 cs.CV 79%

Distributed deep learning for robust multi-site segmentation of CT imaging after traumatic brain injury

Samuel Remedios, Snehashis Roy, Justin Blaber, Camilo Bermudez, Vishwesh Nath, Mayur B. Patel, John A. Butman, Bennett A. Landman, Dzung L. Pham

专题命中医学影像：CT(title,abstract)；分类 cs.CV

1903.02959 2019-03-08 cs.CV 79%

Temporal Registration in Application to In-utero MRI Time Series

Ruizhi Liao, Esra A. Turk, Miaomiao Zhang, Jie Luo, Elfar Adalsteinsson, P. Ellen Grant, Polina Golland

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments arXiv admin note: text overlap with arXiv:1608.03907

1903.02740 2019-03-08 cs.CV 79%

CE-Net: Context Encoder Network for 2D Medical Image Segmentation

Zaiwang Gu, Jun Cheng, Huazhu Fu, Kang Zhou, Huaying Hao, Yitian Zhao, Tianyang Zhang, Shenghua Gao, Jiang Liu

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

Comments accepted by IEEE transcations on medical imaging, (TMI)

1805.10720 2019-03-06 cs.CV 79%

Multi-region segmentation of bladder cancer structures in MRI with progressive dilated convolutional networks

Jose Dolz, Xiaopan Xu, Jerome Rony, Jing Yuan, Yang Liu, Eric Granger, Christian Desrosiers, Xi Zhang, Ismail Ben Ayed, Hongbing Lu

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments Published at the journal of Medical Physics

1902.05655 2019-02-18 cs.CV 79%

Going Deep in Medical Image Analysis: Concepts, Methods, Challenges and Future Directions

Fouzia Altaf, Syed M. S. Islam, Naveed Akhtar, Naeem K. Janjua

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

1902.04902 2019-02-14 cs.CV cs.MM 79%

Super-Resolution of Brain MRI Images using Overcomplete Dictionaries and Nonlocal Similarity

Yinghua Li, Bin Song, Jie Guo, Xiaojiang Du, Mohsen Guizani

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

1902.03362 2019-02-14 physics.med-ph cs.LG stat.ML 79%

Sinogram interpolation for sparse-view micro-CT with deep learning neural network

Xu Dong, Swapnil Vekhande, Guohua Cao

专题命中医学影像：CT(title,abstract)；分类 cs.LG

1902.03051 2019-02-11 cs.CV 79%

Reducing Uncertainty in Undersampled MRI Reconstruction with Active Acquisition

Zizhao Zhang, Adriana Romero, Matthew J. Muckley, Pascal Vincent, Lin Yang, Michal Drozdzal

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

1805.00524 2019-02-11 eess.SP 79%

OEDIPUS: An Experiment Design Framework for Sparsity-Constrained MRI

Justin P. Haldar, Daeun Kim

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

Comments Manuscript submitted to IEEE Transactions on Medical Imaging

1802.07794 2019-02-06 cs.CV 79%

Liver Segmentation in Abdominal CT Images by Adaptive 3D Region Growing

Shima Rafiei, Nader Karimi, Behzad Mirmahboub, S. M. Reza Soroushmehr, Banafsheh Felfelian, Shadrokh Samavi, Kayvan Najarian

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

Comments Table 1 of the paper contains comparisons and results that are not correct

1. 医学影像 22719 篇

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

Distributed deep learning for robust multi-site segmentation of CT imaging after traumatic brain injury

Temporal Registration in Application to In-utero MRI Time Series

CE-Net: Context Encoder Network for 2D Medical Image Segmentation

Multi-region segmentation of bladder cancer structures in MRI with progressive dilated convolutional networks

Going Deep in Medical Image Analysis: Concepts, Methods, Challenges and Future Directions

Super-Resolution of Brain MRI Images using Overcomplete Dictionaries and Nonlocal Similarity

Sinogram interpolation for sparse-view micro-CT with deep learning neural network

Reducing Uncertainty in Undersampled MRI Reconstruction with Active Acquisition

OEDIPUS: An Experiment Design Framework for Sparsity-Constrained MRI

Liver Segmentation in Abdominal CT Images by Adaptive 3D Region Growing