医学 AI - arXivDaily 专题

1812.03500 2018-12-11 cs.CV 83%

Joint Vertebrae Identification and Localization in Spinal CT Images by Combining Short- and Long-Range Contextual Information

Haofu Liao, Addisu Mesfin, Jiebo Luo

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

Journal ref IEEE Transactions on Medical Imaging, vol. 37, no. 5, pp. 1266-1275, May 2018

1812.01547 2018-12-05 cs.CV 83%

Towards generative adversarial networks as a new paradigm for radiology education

Samuel G. Finlayson, Hyunkwang Lee, Isaac S. Kohane, Luke Oakden-Rayner

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

Comments Machine Learning for Health (ML4H) Workshop at NeurIPS 2018 arXiv:cs/0101200

1811.11996 2018-11-30 cs.CV 83%

Effective, Fast, and Memory-Efficient Compressed Multi-function Convolutional Neural Networks for More Accurate Medical Image Classification

Luna M. Zhang

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

1811.08305 2018-11-21 cs.CV 83%

IVD-Net: Intervertebral disc localization and segmentation in MRI with a multi-modal UNet

Jose Dolz, Christian Desrosiers, Ismail Ben Ayed

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

Comments Manuscript submitted to the Proceedings of the MICCAI 2018 IVD Challenge. arXiv admin note: text overlap with arXiv:1810.07003

1806.02613 2018-11-21 cs.CV 83%

Nonparametric Density Flows for MRI Intensity Normalisation

Daniel C. Castro, Ben Glocker

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

Comments Accepted for publication at MICCAI 2018

1811.00501 2018-11-02 cs.CV 83%

Improving CNN Training using Disentanglement for Liver Lesion Classification in CT

Avi Ben-Cohen, Roey Mechrez, Noa Yedidia, Hayit Greenspan

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

1809.06215 2018-10-23 cs.CV 83%

An Automatic Method for Complete Brain Matter Segmentation from Multislice CT scan

Soumi Ray, Vinod Kumar, Chirag Ahuja, Niranjan Khandelwal

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

1608.03235 2018-10-15 cs.CV cs.AI 83%

Gaze2Segment: A Pilot Study for Integrating Eye-Tracking Technology into Medical Image Segmentation

Naji Khosravan, Haydar Celik, Baris Turkbey, Ruida Cheng, Evan McCreedy, Matthew McAuliffe, Sandra Bednarova, Elizabeth Jones, Xinjian Chen, Peter L. Choyke, Bradford J. Wood, Ulas Bagci

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

Comments MICCAI-Medical Computer Vision 2016, 11 pages

1810.02495 2018-10-08 cs.CV 83%

Medical Images Analysis in Cancer Diagnostic

Jelena Vasiljević, Ivica Milosavljević, Vladimir Krstić, Nataša Zivić, Lazar Berbakov, Luka Lopušina, Dhinaharan Nagamalai, Milutin Cerović

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

Comments 11 pages, 6 figures, 11th International Conference on Security and its Applications (CNSA 2018), Zurich, Switzerland,

Journal ref Computer Science & Information Technology (CS & IT), 2018

1805.08400 2018-10-02 cs.CV 83%

Deep Learning with Cinematic Rendering: Fine-Tuning Deep Neural Networks Using Photorealistic Medical Images

Faisal Mahmood, Richard Chen, Sandra Sudarsky, Daphne Yu, Nicholas J. Durr

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

Comments 14 Pages, 4 Figures, 3 Tables, Physics in Medicine and Biology (2018)

1801.06940 2018-09-12 cs.CV 83%

MRI Cross-Modality NeuroImage-to-NeuroImage Translation

Qianye Yang, Nannan Li, Zixu Zhao, Xingyu Fan, Eric I-Chao Chang, Yan Xu

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

Comments 46 pages, 16 figures

1805.10790 2018-09-05 cs.CV 83%

Deep CT to MR Synthesis using Paired and Unpaired Data

Cheng-Bin Jin, Hakil Kim, Wonmo Jung, Seongsu Joo, Ensik Park, Ahn Young Saem, In Ho Han, Jae Il Lee, Xuenan Cui

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

Comments 23 pages, 7 figures, and 4 tables

1807.10111 2018-07-31 cs.CV 83%

MRI to FDG-PET: Cross-Modal Synthesis Using 3D U-Net For Multi-Modal Alzheimer's Classification

Apoorva Sikka, Skand Vishwanath Peri, Deepti. R. Bathula

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

1807.07349 2018-07-20 cs.CV 83%

Generative Adversarial Networks for MR-CT Deformable Image Registration

Christine Tanner, Firat Ozdemir, Romy Profanter, Valeriy Vishnevsky, Ender Konukoglu, Orcun Goksel

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

1807.07144 2018-07-20 cs.CV 83%

CT Image Enhancement Using Stacked Generative Adversarial Networks and Transfer Learning for Lesion Segmentation Improvement

Youbao Tang, Jinzheng Cai, Le Lu, Adam P. Harrison, Ke Yan, Jing Xiao, Lin Yang, Ronald M. Summers

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

Comments Accepted by MLMI 2018

1807.05972 2018-07-17 cs.CV 83%

Towards Single-phase Single-stage Detection of Pulmonary Nodules in Chest CT Imaging

Zhongliu Xie

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

1806.06769 2018-06-19 cs.CV 83%

Kid-Net: Convolution Networks for Kidney Vessels Segmentation from CT-Volumes

Ahmed Taha, Pechin Lo, Junning Li, Tao Zhao

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

1806.04051 2018-06-12 cs.CV 83%

CT-Realistic Lung Nodule Simulation from 3D Conditional Generative Adversarial Networks for Robust Lung Segmentation

Dakai Jin, Ziyue Xu, Youbao Tang, Adam P. Harrison, Daniel J. Mollura

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

Comments MICCAI 2018

1805.10704 2018-05-29 cs.CV 83%

Synergistic Reconstruction and Synthesis via Generative Adversarial Networks for Accelerated Multi-Contrast MRI

Salman Ul Hassan Dar, Mahmut Yurt, Mohammad Shahdloo, Muhammed Emrullah Ildız, Tolga Çukur

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

1805.03144 2018-05-10 cs.CV 83%

High-resolution medical image synthesis using progressively grown generative adversarial networks

Andrew Beers, James Brown, Ken Chang, J. Peter Campbell, Susan Ostmo, Michael F. Chiang, Jayashree Kalpathy-Cramer

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

1804.10481 2018-05-10 cs.CV 83%

Interactive Medical Image Segmentation via Point-Based Interaction and Sequential Patch Learning

Jinquan Sun, Yinghuan Shi, Yang Gao, Lei Wang, Luping Zhou, Wanqi Yang, Dinggang Shen

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

1709.08362 2018-05-01 cs.CV 83%

An Evolutionary Computing Enriched RS Attack Resilient Medical Image Steganography Model for Telemedicine Applications

Romany F. Mansour, Elsaid MD. Abdelrahim

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

Comments 14 page / 3 figures / 6 tables, Multidimensional Systems and Signal Processing 2018

1803.05854 2018-04-13 cs.CV 83%

Development and Validation of Deep Learning Algorithms for Detection of Critical Findings in Head CT Scans

Sasank Chilamkurthy, Rohit Ghosh, Swetha Tanamala, Mustafa Biviji, Norbert G. Campeau, Vasantha Kumar Venugopal, Vidur Mahajan, Pooja Rao, Prashant Warier

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

Comments Improved operating points, updated link to CQ500 dataset: headctstudy.qure.ai/dataset

1803.05431 2018-04-13 cs.CV 83%

An application of cascaded 3D fully convolutional networks for medical image segmentation

Holger R. Roth, Hirohisa Oda, Xiangrong Zhou, Natsuki Shimizu, Ying Yang, Yuichiro Hayashi, Masahiro Oda, Michitaka Fujiwara, Kazunari Misawa, Kensaku Mori

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

Comments Preprint accepted for publication in Computerized Medical Imaging and Graphics. Substantial extension of arXiv:1704.06382; Corrected references to figure numbers in this version

Journal ref Computerized Medical Imaging and Graphics, Elsevier, Volume 66, June 2018, Pages 90-99

1803.08691 2018-04-10 cs.CV 83%

Deep learning and its application to medical image segmentation

Holger R. Roth, Chen Shen, Hirohisa Oda, Masahiro Oda, Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori

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

Comments Accepted for publication in the journal of the Japanese Society of Medical Imaging Technology (JAMIT)

Journal ref Medical Imaging Technology, Volume 36 (2018), Issue 2, p. 63-71

1707.00587 2018-04-06 cs.CV 83%

Automatic Cardiac Disease Assessment on cine-MRI via Time-Series Segmentation and Domain Specific Features

Fabian Isensee, Paul Jaeger, Peter M. Full, Ivo Wolf, Sandy Engelhardt, Klaus H. Maier-Hein

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

Comments To appear in the STACOM 2017 proceedings

1802.07800 2018-03-06 cs.CV 83%

Liver segmentation in CT images using three dimensional to two dimensional fully convolutional network

Shima Rafiei, Ebrahim Nasr-Esfahani, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian

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

Comments 5 pages, 2 figures

1706.03702 2018-02-09 cs.CV 83%

Progressive and Multi-Path Holistically Nested Neural Networks for Pathological Lung Segmentation from CT Images

Adam P. Harrison, Ziyue Xu, Kevin George, Le Lu, Ronald M. Summers, Daniel J. Mollura

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

Comments 8 Pages, 4 figures, MICCAI 2007

Journal ref Proc. MICCAI (2017); pp 621-629

1801.08486 2018-01-26 cs.CV 83%

Self-Learning to Detect and Segment Cysts in Lung CT Images without Manual Annotation

Ling Zhang, Vissagan Gopalakrishnan, Le Lu, Ronald M. Summers, Joel Moss, Jianhua Yao

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

Comments 4 pages, 3 figures

1801.05912 2018-01-19 cs.CV 83%

On the influence of Dice loss function in multi-class organ segmentation of abdominal CT using 3D fully convolutional networks

Chen Shen, Holger R. Roth, Hirohisa Oda, Masahiro Oda, Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori

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

Comments presented at MI-ken, November 2017, Takamatsu, Japan (http://www.ieice.org/iss/mi/)

1. 医学影像 22709 篇

Joint Vertebrae Identification and Localization in Spinal CT Images by Combining Short- and Long-Range Contextual Information

Towards generative adversarial networks as a new paradigm for radiology education

Effective, Fast, and Memory-Efficient Compressed Multi-function Convolutional Neural Networks for More Accurate Medical Image Classification

IVD-Net: Intervertebral disc localization and segmentation in MRI with a multi-modal UNet

Nonparametric Density Flows for MRI Intensity Normalisation

Improving CNN Training using Disentanglement for Liver Lesion Classification in CT

An Automatic Method for Complete Brain Matter Segmentation from Multislice CT scan

Gaze2Segment: A Pilot Study for Integrating Eye-Tracking Technology into Medical Image Segmentation

Medical Images Analysis in Cancer Diagnostic

Deep Learning with Cinematic Rendering: Fine-Tuning Deep Neural Networks Using Photorealistic Medical Images

MRI Cross-Modality NeuroImage-to-NeuroImage Translation

Deep CT to MR Synthesis using Paired and Unpaired Data

MRI to FDG-PET: Cross-Modal Synthesis Using 3D U-Net For Multi-Modal Alzheimer's Classification

Generative Adversarial Networks for MR-CT Deformable Image Registration

CT Image Enhancement Using Stacked Generative Adversarial Networks and Transfer Learning for Lesion Segmentation Improvement

Towards Single-phase Single-stage Detection of Pulmonary Nodules in Chest CT Imaging

Kid-Net: Convolution Networks for Kidney Vessels Segmentation from CT-Volumes

CT-Realistic Lung Nodule Simulation from 3D Conditional Generative Adversarial Networks for Robust Lung Segmentation

Synergistic Reconstruction and Synthesis via Generative Adversarial Networks for Accelerated Multi-Contrast MRI

High-resolution medical image synthesis using progressively grown generative adversarial networks

Interactive Medical Image Segmentation via Point-Based Interaction and Sequential Patch Learning

An Evolutionary Computing Enriched RS Attack Resilient Medical Image Steganography Model for Telemedicine Applications

Development and Validation of Deep Learning Algorithms for Detection of Critical Findings in Head CT Scans

An application of cascaded 3D fully convolutional networks for medical image segmentation

Deep learning and its application to medical image segmentation

Automatic Cardiac Disease Assessment on cine-MRI via Time-Series Segmentation and Domain Specific Features

Liver segmentation in CT images using three dimensional to two dimensional fully convolutional network

Progressive and Multi-Path Holistically Nested Neural Networks for Pathological Lung Segmentation from CT Images

Self-Learning to Detect and Segment Cysts in Lung CT Images without Manual Annotation

On the influence of Dice loss function in multi-class organ segmentation of abdominal CT using 3D fully convolutional networks