医学 AI - arXivDaily 专题

1907.03958 2019-07-10 cs.CV 83%

Attentive CT Lesion Detection Using Deep Pyramid Inference with Multi-Scale Booster

Qingbin Shao, Lijun Gong, Kai Ma, Hualuo Liu, Yefeng Zheng

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

1904.00838 2019-05-30 cs.CV cs.AI 83%

Learning More with Less: GAN-based Medical Image Augmentation

Changhee Han, Kohei Murao, Shin'ichi Satoh, Hideki Nakayama

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

Comments 6 pages, 2 figures, to appear in MEDICAL IMAGING TECHNOLOGY Special Issue

1905.10835 2019-05-28 cs.CV 83%

A multi-path 2.5 dimensional convolutional neural network system for segmenting stroke lesions in brain MRI images

Yunzhe Xue, Fadi G. Farhat, Olga Boukrina, A . M. Barrett, Jeffrey R. Binder, Usman W. Roshan, William W. Graves

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

1812.07166 2019-05-27 cs.CV 83%

Group-Attention Single-Shot Detector (GA-SSD): Finding Pulmonary Nodules in Large-Scale CT Images

Jiechao Ma, Xiang Li, Hongwei Li, Bjoern H Menze, Sen Liang, Rongguo Zhang, Wei-Shi Zheng

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

1810.13304 2019-04-25 cs.CV 83%

Acute and sub-acute stroke lesion segmentation from multimodal MRI

Albert Clèrigues, Sergi Valverde, Jose Bernal, Jordi Freixenet, Arnau Oliver, Xavier Lladó

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

1904.07290 2019-04-17 cs.CV 83%

Brain Tumor Segmentation on MRI with Missing Modalities

Yan Shen, Mingchen Gao

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

Comments Will appear in IPMI 2019

1810.10850 2019-04-09 cs.CV 83%

An Adversarial Learning Approach to Medical Image Synthesis for Lesion Detection

Liyan Sun, Jiexiang Wang, Yue Huang, Xinghao Ding, Hayit Greenspan, John Paisley

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

Comments 10 pages, 13 figures

1904.02575 2019-04-05 cs.CV 83%

Segmentation of the Prostatic Gland and the Intraprostatic Lesions on Multiparametic MRI Using Mask-RCNN

Zhenzhen Dai, Eric Carver, Chang Liu, Joon Lee, Aharon Feldman, Weiwei Zong, Milan Pantelic, Mohamed Elshaikh, Ning Wen

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

1903.08205 2019-03-21 cs.CV 83%

Interactive segmentation of medical images through fully convolutional neural networks

Tomas Sakinis, Fausto Milletari, Holger Roth, Panagiotis Korfiatis, Petro Kostandy, Kenneth Philbrick, Zeynettin Akkus, Ziyue Xu, Daguang Xu, Bradley J. Erickson

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

1903.02871 2019-03-08 cs.CV 83%

Exploit fully automatic low-level segmented PET data for training high-level deep learning algorithms for the corresponding CT data

Christina Gsaxner, Peter M. Roth, Jürgen Wallner, Jan Egger

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

Comments 20 pages

Journal ref PLoS ONE 14(3): e0212550 (2019)

1811.04281 2019-03-07 cs.CV 83%

The Method of Multimodal MRI Brain Image Segmentation Based on Differential Geometric Features

Yongpei Zhu, Zicong Zhou, Guojun Liao, Qianxi Yang, Kehong Yuan

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

Comments 18 pages,7 figures

1902.06455 2019-03-06 cs.CV 83%

SEGAN: Structure-Enhanced Generative Adversarial Network for Compressed Sensing MRI Reconstruction

Zhongnian Li, Tao Zhang, Peng Wan, Daoqiang Zhang

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

Comments 9 pages,5 figures, Proceedings of the Association for the Advancement of Artificial Intelligence (AAAI-19)

1903.00183 2019-03-04 cs.CV 83%

Lung CT Imaging Sign Classification through Deep Learning on Small Data

Guocai He

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

1807.07356 2019-02-12 cs.CV 83%

Aleatoric uncertainty estimation with test-time augmentation for medical image segmentation with convolutional neural networks

Guotai Wang, Wenqi Li, Michael Aertsen, Jan Deprest, Sebastien Ourselin, Tom Vercauteren

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

Comments 13 pages, 8 figures, accepted by NeuroComputing

1812.01737 2019-02-08 cs.CV 83%

Decompose to manipulate: Manipulable Object Synthesis in 3D Medical Images with Structured Image Decomposition

Siqi Liu, Eli Gibson, Sasa Grbic, Zhoubing Xu, Arnaud Arindra Adiyoso Setio, Jie Yang, Bogdan Georgescu, Dorin Comaniciu

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

1807.07784 2019-02-05 cs.CV 83%

Model Agnostic Saliency for Weakly Supervised Lesion Detection from Breast DCE-MRI

Gabriel Maicas, Gerard Snaauw, Andrew P. Bradley, Ian Reid, Gustavo Carneiro

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

1805.10884 2019-02-05 cs.CV cs.AI 83%

Training Medical Image Analysis Systems like Radiologists

Gabriel Maicas, Andrew P. Bradley, Jacinto C. Nascimento, Ian Reid, Gustavo Carneiro

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

Comments Oral Presentation at MICCAI 2018

1901.03473 2019-01-14 cs.CV 83%

LGAN: Lung Segmentation in CT Scans Using Generative Adversarial Network

Jiaxing Tan, Longlong Jing, Yumei Huo, Yingli Tian, Oguz Akin

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

1812.11204 2019-01-01 cs.CV 83%

Class-Aware Adversarial Lung Nodule Synthesis in CT Images

Jie Yang, Siqi Liu, Sasa Grbic, Arnaud Arindra Adiyoso Setio, Zhoubing Xu, Eli Gibson, Guillaume Chabin, Bogdan Georgescu, Andrew F. Laine, Dorin Comaniciu

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

1810.05401 2018-12-24 cs.CV 83%

A Gentle Introduction to Deep Learning in Medical Image Processing

Andreas Maier, Christopher Syben, Tobias Lasser, Christian Riess

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

Comments Accepted by Journal of Medical Physics; Final Version after review

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)

1. 医学影像 22633 篇

Attentive CT Lesion Detection Using Deep Pyramid Inference with Multi-Scale Booster

Learning More with Less: GAN-based Medical Image Augmentation

A multi-path 2.5 dimensional convolutional neural network system for segmenting stroke lesions in brain MRI images

Group-Attention Single-Shot Detector (GA-SSD): Finding Pulmonary Nodules in Large-Scale CT Images

Acute and sub-acute stroke lesion segmentation from multimodal MRI

Brain Tumor Segmentation on MRI with Missing Modalities

An Adversarial Learning Approach to Medical Image Synthesis for Lesion Detection

Segmentation of the Prostatic Gland and the Intraprostatic Lesions on Multiparametic MRI Using Mask-RCNN

Interactive segmentation of medical images through fully convolutional neural networks

Exploit fully automatic low-level segmented PET data for training high-level deep learning algorithms for the corresponding CT data

The Method of Multimodal MRI Brain Image Segmentation Based on Differential Geometric Features

SEGAN: Structure-Enhanced Generative Adversarial Network for Compressed Sensing MRI Reconstruction

Lung CT Imaging Sign Classification through Deep Learning on Small Data

Aleatoric uncertainty estimation with test-time augmentation for medical image segmentation with convolutional neural networks

Decompose to manipulate: Manipulable Object Synthesis in 3D Medical Images with Structured Image Decomposition

Model Agnostic Saliency for Weakly Supervised Lesion Detection from Breast DCE-MRI

Training Medical Image Analysis Systems like Radiologists

LGAN: Lung Segmentation in CT Scans Using Generative Adversarial Network

Class-Aware Adversarial Lung Nodule Synthesis in CT Images

A Gentle Introduction to Deep Learning in Medical Image Processing

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