医学 AI - arXivDaily 专题

2006.15320 2020-06-30 cs.CV 83%

Interactive Deep Refinement Network for Medical Image Segmentation

Titinunt Kitrungrotsakul, Iwamoto Yutaro, Lanfen Lin, Ruofeng Tong, Jingsong Li, Yen-Wei Chen

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

Comments 10 pages, 4 figures

2005.07377 2020-05-20 cs.CV 83%

Semi-supervised Medical Image Classification with Relation-driven Self-ensembling Model

Quande Liu, Lequan Yu, Luyang Luo, Qi Dou, Pheng Ann Heng

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

Comments IEEE Transactions on Medical Imaging, 2020

2005.08713 2020-05-19 eess.IV 83%

Fast Compression Method for Medical Images on the Web

Bas Hulsken

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

Comments 10 pages, 7 figures, for reference source code see: https://www.openpathology.philips.com/isyntax

1903.00348 2020-05-12 cs.CV 83%

Transformation Consistent Self-ensembling Model for Semi-supervised Medical Image Segmentation

Xiaomeng Li, Lequan Yu, Hao Chen, Chi-Wing Fu, Lei Xing, Pheng-Ann Heng

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

Comments Accept at IEEE Transactions on Neural Networks and Learning Systems

2001.07434 2020-04-09 cs.CV 83%

An End-to-end Deep Learning Approach for Landmark Detection and Matching in Medical Images

Monika Grewal, Timo M. Deist, Jan Wiersma, Peter A. N. Bosman, Tanja Alderliesten

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

Comments SPIE Medical Imaging Conference - 2020

2003.13588 2020-03-31 eess.IV physics.med-ph 83%

Companding algorithm for the detection of malignant lesions in HDR CT mandibular images

Yuval Tamir, Hedva Spitzer, Noam Yarom, Yuval Barkan, Silvina Friedlander Barenboim, Alex Dobriyan

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

Comments 10 pages, 4 figures

2003.09108 2020-03-23 cs.CV 83%

FocalMix: Semi-Supervised Learning for 3D Medical Image Detection

Dong Wang, Yuan Zhang, Kexin Zhang, Liwei Wang

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

Comments Accepted by CVPR 2020

2003.06240 2020-03-16 eess.IV 83%

Robustness study of noisy annotation in deep learning based medical image segmentation

Shaode Yu, Erlei Zhang, Junjie Wu, Hang Yu, Zi Yang, Lin Ma, Mingli Chen, Xuejun Gu, Weiguo Lu

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

1911.08264 2020-02-11 eess.IV cs.NE 83%

Visualization approach to assess the robustness of neural networks for medical image classification

Elina Thibeau Sutre, Olivier Colliot, Didier Dormont, Ninon Burgos

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

Journal ref SPIE Medical Imaging 2020, Feb 2020, Houston, United States

2001.10767 2020-01-30 physics.med-ph eess.IV 83%

Physics-informed brain MRI segmentation

Pedro Borges, Carole Sudre, Thomas Varsavsky, David Thomas, Ivana Drobnjak, Sebastien Ourselin, M. Jorge Cardoso

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

Comments Accepted at SASHIMI2019

1806.09074 2020-01-29 cs.CV 83%

CT-image Super Resolution Using 3D Convolutional Neural Network

Yukai Wang, Qizhi Teng, Xiaohai He, Junxi Feng, Tingrong Zhang

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

2001.09647 2020-01-28 eess.IV 83%

Basic Ensembles of Vanilla-Style Deep Learning Models Improve Liver Segmentation From CT Images

A. Emre Kavur, Ludmila I. Kuncheva, M. Alper Selver

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

Comments 10 pages, 2 figures, 11 tables

1810.12494 2019-12-18 cs.CV 83%

Shape and Margin-Aware Lung Nodule Classification in Low-dose CT Images via Soft Activation Mapping

Yiming Lei, Yukun Tian, Hongming Shan, Junping Zhang, Ge Wang, Mannudeep Kalra

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

1912.02703 2019-12-06 cs.LG cs.CL stat.ML 83%

Self-Supervised Contextual Language Representation of Radiology Reports to Improve the Identification of Communication Urgency

Xing Meng, Craig H. Ganoe, Ryan T. Sieberg, Yvonne Y. Cheung, Saeed Hassanpour

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

Comments Accepted in AMIA 2020 Informatics Summit

1808.01673 2019-12-04 cs.CV 83%

Dilated Convolutions in Neural Networks for Left Atrial Segmentation in 3D Gadolinium Enhanced-MRI

Sulaiman Vesal, Nishant Ravikumar, Andreas Maier

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

Comments Accepted in SATCOM-MICCAI 2018 Workshop

Journal ref STACOM 2018 Proceedings

1810.06621 2019-11-26 cs.CV 83%

Adversarial Inpainting of Medical Image Modalities

Karim Armanious, Youssef Mecky, Sergios Gatidis, Bin Yang

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

Comments To be submitted to ICASSP 2019

1806.06397 2019-11-26 cs.CV 83%

MedGAN: Medical Image Translation using GANs

Karim Armanious, Chenming Jiang, Marc Fischer, Thomas Küstner, Konstantin Nikolaou, Sergios Gatidis, Bin Yang

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

Comments 16 pages, 8 figures

1904.01150 2019-11-26 cs.CV 83%

Thickened 2D Networks for Efficient 3D Medical Image Segmentation

Qihang Yu, Yingda Xia, Lingxi Xie, Elliot K. Fishman, Alan L. Yuille

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

1911.09264 2019-11-25 physics.med-ph eess.IV 83%

Air, bone and soft-tissue Segmentation on 3D brain MRI Using Semantic Classification Random Forest with Auto-Context Model

Xue Dong, Yang Lei, Sibo Tian, Yingzi Liu, Tonghe Wang, Tian Liu, Walter J. Curran, Hui Mao, Hui-Kuo Shu, Xiaofeng Yang

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

Comments 18 pages, 8 figures

1910.12024 2019-10-29 cs.LG cs.CV eess.IV eess.SP stat.ML 83%

SUPER Learning: A Supervised-Unsupervised Framework for Low-Dose CT Image Reconstruction

Zhipeng Li, Siqi Ye, Yong Long, Saiprasad Ravishankar

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

Comments Accepted to International Conference on Computer Vision (ICCV) - Learning for Computational Imaging (LCI) Workshop, 2019

1910.06424 2019-10-16 eess.IV 83%

Integrating AI into Radiology workflow: Levels of research, production, and feedback maturity

Engin Dikici, Matthew Bigelow, Luciano M. Prevedello, Richard D. White, Barbaros Selnur Erdal

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

Comments 19 pages, 9 figures

1804.03596 2019-10-02 cs.CV 83%

A Deep Information Sharing Network for Multi-contrast Compressed Sensing MRI Reconstruction

Liyan Sun, Zhiwen Fan, Yue Huang, Xinghao Ding, John Paisley

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

Comments 13 pages, 16 figures, 3 tables

1904.03355 2019-09-24 cs.CV 83%

3D Dilated Multi-Fiber Network for Real-time Brain Tumor Segmentation in MRI

Chen Chen, Xiaopeng Liu, Meng Ding, Junfeng Zheng, Jiangyun Li

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

1908.07654 2019-08-28 cs.CV 83%

FusionNet: Incorporating Shape and Texture for Abnormality Detection in 3D Abdominal CT Scans

Fengze Liu, Yuyin Zhou, Elliot Fishman, Alan Yuille

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

Comments Accepted to MICCAI 2019 Workshop(MLMI)(8 pages, 3 figures)

1805.10344 2019-08-22 cs.CV 83%

Pathology Segmentation using Distributional Differences to Images of Healthy Origin

Simon Andermatt, Antal Horváth, Simon Pezold, Philippe Cattin

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

Journal ref In International MICCAI Brainlesion Workshop, pp. 228-238. Springer, Cham, 2018

1901.11341 2019-08-21 cs.CV 83%

Automated brain extraction of multi-sequence MRI using artificial neural networks

Fabian Isensee, Marianne Schell, Irada Tursunova, Gianluca Brugnara, David Bonekamp, Ulf Neuberger, Antje Wick, Heinz-Peter Schlemmer, Sabine Heiland, Wolfgang Wick, Martin Bendszus, Klaus Hermann Maier-Hein, Philipp Kickingereder

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

Comments Fabian Isensee, Marianne Schell and Irada Tursunova share the first authorship

Journal ref Hum Brain Mapp. 2019; 1-13

1908.01506 2019-08-08 eess.IV 83%

Fully Automatic Binary Glioma Grading based on Pre-Therapy MRI using 3D Convolutional Neural Networks

Milan Decuyper, Roel Van Holen

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

Comments Presented at the International Conference on Medical Imaging with Deep Learning, MIDL 2019 [arXiv:1907.08612]

1907.11711 2019-07-30 eess.IV cs.CV cs.LG eess.SP physics.med-ph stat.ML 83%

Deep MRI Reconstruction: Unrolled Optimization Algorithms Meet Neural Networks

Dong Liang, Jing Cheng, Ziwen Ke, Leslie Ying

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

Comments a review paper on deep learning MR reconstruction

1907.10936 2019-07-26 cs.CV 83%

ET-Net: A Generic Edge-aTtention Guidance Network for Medical Image Segmentation

Zhijie Zhang, Huazhu Fu, Hang Dai, Jianbing Shen, Yanwei Pang, Ling Shao

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

Comments MICCAI 2019

1907.07816 2019-07-19 cs.CV 83%

Unsupervised Task Design to Meta-Train Medical Image Classifiers

Gabriel Maicas, Cuong Nguyen, Farbod Motlagh, Jacinto C. Nascimento, Gustavo Carneiro

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

1. 医学影像 22633 篇

Interactive Deep Refinement Network for Medical Image Segmentation

Semi-supervised Medical Image Classification with Relation-driven Self-ensembling Model

Fast Compression Method for Medical Images on the Web

Transformation Consistent Self-ensembling Model for Semi-supervised Medical Image Segmentation

An End-to-end Deep Learning Approach for Landmark Detection and Matching in Medical Images

Companding algorithm for the detection of malignant lesions in HDR CT mandibular images

FocalMix: Semi-Supervised Learning for 3D Medical Image Detection

Robustness study of noisy annotation in deep learning based medical image segmentation

Visualization approach to assess the robustness of neural networks for medical image classification

Physics-informed brain MRI segmentation

CT-image Super Resolution Using 3D Convolutional Neural Network

Basic Ensembles of Vanilla-Style Deep Learning Models Improve Liver Segmentation From CT Images

Shape and Margin-Aware Lung Nodule Classification in Low-dose CT Images via Soft Activation Mapping

Self-Supervised Contextual Language Representation of Radiology Reports to Improve the Identification of Communication Urgency

Dilated Convolutions in Neural Networks for Left Atrial Segmentation in 3D Gadolinium Enhanced-MRI

Adversarial Inpainting of Medical Image Modalities

MedGAN: Medical Image Translation using GANs

Thickened 2D Networks for Efficient 3D Medical Image Segmentation

Air, bone and soft-tissue Segmentation on 3D brain MRI Using Semantic Classification Random Forest with Auto-Context Model

SUPER Learning: A Supervised-Unsupervised Framework for Low-Dose CT Image Reconstruction

Integrating AI into Radiology workflow: Levels of research, production, and feedback maturity

A Deep Information Sharing Network for Multi-contrast Compressed Sensing MRI Reconstruction

3D Dilated Multi-Fiber Network for Real-time Brain Tumor Segmentation in MRI

FusionNet: Incorporating Shape and Texture for Abnormality Detection in 3D Abdominal CT Scans

Pathology Segmentation using Distributional Differences to Images of Healthy Origin

Automated brain extraction of multi-sequence MRI using artificial neural networks

Fully Automatic Binary Glioma Grading based on Pre-Therapy MRI using 3D Convolutional Neural Networks

Deep MRI Reconstruction: Unrolled Optimization Algorithms Meet Neural Networks

ET-Net: A Generic Edge-aTtention Guidance Network for Medical Image Segmentation

Unsupervised Task Design to Meta-Train Medical Image Classifiers