医学 AI - arXivDaily 专题

1910.13512 2019-10-31 physics.bio-ph physics.chem-ph 82%

MnO2-gated Nanoplatforms with Targeted Controlled Drug Release and Contrast-Enhanced MRI Properties: from 2D Cell Culture to 3D Biomimetic Hydrogels

Yupeng Shi, Flavien Guenneau, Xiaolin Wang, Christophe Hélary, Thibaud Coradin

专题命中医学影像：MRI(title,abstract)；diagnosis(abstract)

Journal ref Nanotheranostics, 2018, 2 (4), pp.403-416

1909.12525 2019-10-15 eess.IV cs.CV cs.LG 82%

GA-GAN: CT reconstruction from Biplanar DRRs using GAN with Guided Attention

Ashish Sinha, Yohei Sugawara, Yuichiro Hirano

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

Comments 4 pages, 4 figures, NeurIPS workshop

1910.05375 2019-10-15 eess.IV cs.CV cs.LG 82%

Extreme Few-view CT Reconstruction using Deep Inference

Hyojin Kim, Rushil Anirudh, K. Aditya Mohan, Kyle Champley

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

Comments Deep Inverse NeurIPS 2019 Workshop

1909.05630 2019-10-08 cs.LG cs.CV eess.IV stat.ML 82%

Reinforcing Medical Image Classifier to Improve Generalization on Small Datasets

Walid Abdullah Al, Il Dong Yun

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

Comments 10 pages

1904.12200 2019-10-03 eess.IV cs.AI cs.CV cs.LG stat.ML 82%

Missing MRI Pulse Sequence Synthesis using Multi-Modal Generative Adversarial Network

Anmol Sharma, Ghassan Hamarneh

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

Comments Accepted for publication in IEEE Transactions on Medical Imaging

1909.08898 2019-09-20 eess.IV cs.CV cs.LG 82%

Efficient Prealignment of CT Scans for Registration through a Bodypart Regressor

Hans Meine, Alessa Hering

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

Comments Extended Abstract accepted at MIDL 2019

1908.05959 2019-09-18 eess.IV cs.AI cs.CV cs.LG stat.ML 82%

Multi-Domain Adaptation in Brain MRI through Paired Consistency and Adversarial Learning

Mauricio Orbes-Arteaga, Thomas Varsavsky, Carole H. Sudre, Zach Eaton-Rosen, Lewis J. Haddow, Lauge Sørensen, Mads Nielsen, Akshay Pai, Sébastien Ourselin, Marc Modat, Parashkev Nachev, M. Jorge Cardoso

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

Comments Accepted at 1st International Workshop on Domain Adaptation and Representation Transfer held at MICCAI 2019

1907.01262 2019-09-13 eess.IV cs.CV cs.LG 82%

Dual Network Architecture for Few-view CT -- Trained on ImageNet Data and Transferred for Medical Imaging

Huidong Xie, Hongming Shan, Wenxiang Cong, Xiaohua Zhang, Shaohua Liu, Ruola Ning, Ge Wang

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

Comments 11 pages, 5 figures, 2019 SPIE Optical Engineering + Applications

1908.08071 2019-09-12 cs.CV cs.LG eess.IV 82%

End-to-End Boundary Aware Networks for Medical Image Segmentation

Ali Hatamizadeh, Demetri Terzopoulos, Andriy Myronenko

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

Comments Accepted to MICCAI Machine Learning in Medical Imaging (MLMI 2019)

Journal ref MLMI 2019

1909.01098 2019-09-04 eess.IV cs.CV cs.LG 82%

3DSiameseNet to Analyze Brain MRI

Cecilia Ostertag, Marie Beurton-Aimar, Thierry Urruty

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

Comments published in ICPRS 2019 conference

1908.04485 2019-08-14 cs.CL 82%

Understanding Spatial Language in Radiology: Representation Framework, Annotation, and Spatial Relation Extraction from Chest X-ray Reports using Deep Learning

Surabhi Datta, Yuqi Si, Laritza Rodriguez, Sonya E Shooshan, Dina Demner-Fushman, Kirk Roberts

专题命中医学影像：radiology(title,abstract)；diagnosis(abstract)

1908.01287 2019-08-06 eess.IV cs.CV cs.LG stat.ML 82%

BCD-Net for Low-dose CT Reconstruction: Acceleration, Convergence, and Generalization

Il Yong Chun, Xuehang Zheng, Yong Long, Jeffrey A. Fessler

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

Comments Accepted to MICCAI 2019, and the authors indicated by asterisks (*) equally contributed to this work

1906.05251 2019-06-13 cs.CV cs.LG eess.IV 82%

Compressed Sensing MRI via a Multi-scale Dilated Residual Convolution Network

Yuxiang Dai, Peixian Zhuang

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

Comments 27 pages and 13 figures

1906.04378 2019-06-12 cs.CV cs.LG eess.IV 82%

PAN: Projective Adversarial Network for Medical Image Segmentation

Naji Khosravan, Aliasghar Mortazi, Michael Wallace, Ulas Bagci

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

Comments Accepted for presentation in MICCAI 2019

1906.02901 2019-06-10 eess.IV cs.CV cs.LG stat.ML 82%

Decompose-and-Integrate Learning for Multi-class Segmentation in Medical Images

Yizhe Zhang, Michael T. C. Ying, Danny Z. Chen

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

Comments To appear in MICCAI 2019

1906.02283 2019-06-07 eess.IV cs.CV cs.LG 82%

Improving RetinaNet for CT Lesion Detection with Dense Masks from Weak RECIST Labels

Martin Zlocha, Qi Dou, Ben Glocker

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

Comments Accepted at MICCAI 2019

1804.04289 2019-05-29 physics.med-ph 82%

Comparison of projection domain, image domain, and comprehensive deep learning for sparse-view X-ray CT image reconstruction

Kaichao Liang, Hongkai Yang, Yuxiang Xing

专题命中医学影像：CT(title,abstract)；diagnosis(abstract)

1905.11738 2019-05-29 physics.med-ph physics.data-an 82%

In utero diffusion MRI: challenges, advances, and applications

Daan Christiaens, Paddy J. Slator, Lucilio Cordero-Grande, Anthony N. Price, Maria Deprez, Daniel C. Alexander, Mary Rutherford, Joseph V. Hajnal, Jana Hutter

专题命中医学影像：MRI(title,abstract)；diagnosis(abstract)

1904.13281 2019-05-01 eess.IV cs.CV cs.LG 82%

CT-To-MR Conditional Generative Adversarial Networks for Ischemic Stroke Lesion Segmentation

Jonathan Rubin, S. Mazdak Abulnaga

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

Comments Seventh IEEE International Conference on Healthcare Informatics (ICHI 2019)

1904.13018 2019-05-01 cs.CL 82%

A self-attention based deep learning method for lesion attribute detection from CT reports

Yifan Peng, Ke Yan, Veit Sandfort, Ronald M. Summers, Zhiyong Lu

专题命中医学影像：CT(title)；medical image(abstract)；radiology(abstract)

Comments 5 pages, 2 figures, accepted by 2019 IEEE International Conference on Healthcare Informatics (ICHI 2019)

1904.09390 2019-04-25 eess.IV cs.CV cs.LG 82%

LORAKI: Autocalibrated Recurrent Neural Networks for Autoregressive MRI Reconstruction in k-Space

Tae Hyung Kim, Pratyush Garg, Justin P. Haldar

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

1810.00551 2019-04-03 cs.LG cs.CV eess.IV stat.ML 82%

Generative Adversarial Network for Medical Images (MI-GAN)

Talha Iqbal, Hazrat Ali

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

Comments Journal of Medical Systems

Journal ref Med Syst (2018) 42: 231

1902.10127 2019-02-28 eess.IV cs.CV cs.LG 82%

Deep Learning for Low-Dose CT Denoising

Maryam Gholizadeh-Ansari, Javad Alirezaie, Paul Babyn

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

1812.10474 2018-12-31 physics.med-ph physics.app-ph physics.ins-det 82%

Portable Low-cost MRI System based on Permanent Magnets/Magnet Arrays

Shao Ying Huang, Zhi Hua Ren, Sergei Obruchkov, Jia Gong, Robin Dykstra, Wenwei Yu

专题命中医学影像：MRI(title,abstract)；diagnosis(abstract)

Comments 30 pages, 21 figures

1808.07431 2018-08-23 physics.med-ph cs.AI stat.ML 82%

Deep Boosted Regression for MR to CT Synthesis

Kerstin Kläser, Pawel Markiewicz, Marta Ranzini, Wenqi Li, Marc Modat, Brian F Hutton, David Atkinson, Kris Thielemans, M Jorge Cardoso, Sebastien Ourselin

专题命中医学影像：CT(title,abstract)；MRI(abstract)

Comments Accepted at SASHIMI2018

1803.06008 2018-03-19 physics.med-ph 82%

A unified image reconstruction framework for quantitative dual- and triple-energy CT imaging of material compositions

Wei Zhao, Don Vernekohl, Fei Han, Bin Han, Hao Peng, Lei Xing, James K Min

专题命中医学影像：CT(title,abstract)；diagnosis(abstract)

Comments 24 pages, 11 figures. Accepted by Medical Physics

1610.01924 2018-01-10 physics.med-ph physics.bio-ph quant-ph 82%

Mapping the Microscale Origins of MRI Contrast with Subcellular NV Diamond Magnetometry

Hunter C. Davis, Pradeep Ramesh, Aadyot Bhatnagar, Audrey Lee-Gosselin, John F. Barry, David R. Glenn, Ronald L. Walsworth, Mikhail G. Shapiro

专题命中医学影像：MRI(title,abstract)；biomedical(abstract)

Journal ref Nature Communications, 2018

1712.02728 2017-12-08 stat.AP 82%

Opportunities for Mining Radiology Archives for Pediatric Control Images

Camilo Bermudez, Varvara N Probst, Larry T Davis, Thomas Lasko, Bennett A Landman

专题命中医学影像：radiology(title)；MRI(abstract)；CT(abstract)

Comments MASI Brief Report

1711.06968 2017-11-21 cs.IR cs.CL 82%

Intelligent Word Embeddings of Free-Text Radiology Reports

Imon Banerjee, Sriraman Madhavan, Roger Eric Goldman, Daniel L. Rubin

专题命中医学影像：radiology(title,abstract)；diagnosis(abstract)

Comments AMIA Annual Symposium 2017

1707.07297 2017-11-21 physics.med-ph math.OC 82%

A Re-weighted Joint Spatial-Radon Domain CT Image Reconstruction Model for Metal Artifact Reduction

Haimiao Zhang, Bin Dong, Baodong Liu

专题命中医学影像：CT(title,abstract)；diagnosis(abstract)

Comments 23 pages, 46 figures

1. 医学影像 22656 篇

MnO2-gated Nanoplatforms with Targeted Controlled Drug Release and Contrast-Enhanced MRI Properties: from 2D Cell Culture to 3D Biomimetic Hydrogels

GA-GAN: CT reconstruction from Biplanar DRRs using GAN with Guided Attention

Extreme Few-view CT Reconstruction using Deep Inference

Reinforcing Medical Image Classifier to Improve Generalization on Small Datasets

Missing MRI Pulse Sequence Synthesis using Multi-Modal Generative Adversarial Network

Efficient Prealignment of CT Scans for Registration through a Bodypart Regressor

Multi-Domain Adaptation in Brain MRI through Paired Consistency and Adversarial Learning

Dual Network Architecture for Few-view CT -- Trained on ImageNet Data and Transferred for Medical Imaging

End-to-End Boundary Aware Networks for Medical Image Segmentation

3DSiameseNet to Analyze Brain MRI

Understanding Spatial Language in Radiology: Representation Framework, Annotation, and Spatial Relation Extraction from Chest X-ray Reports using Deep Learning

BCD-Net for Low-dose CT Reconstruction: Acceleration, Convergence, and Generalization

Compressed Sensing MRI via a Multi-scale Dilated Residual Convolution Network

PAN: Projective Adversarial Network for Medical Image Segmentation

Decompose-and-Integrate Learning for Multi-class Segmentation in Medical Images

Improving RetinaNet for CT Lesion Detection with Dense Masks from Weak RECIST Labels

Comparison of projection domain, image domain, and comprehensive deep learning for sparse-view X-ray CT image reconstruction

In utero diffusion MRI: challenges, advances, and applications

CT-To-MR Conditional Generative Adversarial Networks for Ischemic Stroke Lesion Segmentation

A self-attention based deep learning method for lesion attribute detection from CT reports

LORAKI: Autocalibrated Recurrent Neural Networks for Autoregressive MRI Reconstruction in k-Space

Generative Adversarial Network for Medical Images (MI-GAN)

Deep Learning for Low-Dose CT Denoising

Portable Low-cost MRI System based on Permanent Magnets/Magnet Arrays

Deep Boosted Regression for MR to CT Synthesis

A unified image reconstruction framework for quantitative dual- and triple-energy CT imaging of material compositions

Mapping the Microscale Origins of MRI Contrast with Subcellular NV Diamond Magnetometry

Opportunities for Mining Radiology Archives for Pediatric Control Images

Intelligent Word Embeddings of Free-Text Radiology Reports

A Re-weighted Joint Spatial-Radon Domain CT Image Reconstruction Model for Metal Artifact Reduction