医学 AI - arXivDaily 专题

2302.01417 2023-02-17 cs.LG cs.CV 84%

A Convolutional-based Model for Early Prediction of Alzheimer's based on the Dementia Stage in the MRI Brain Images

Shrish Pellakur, Nelly Elsayed, Zag ElSayed, Murat Ozer

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

Comments Short paper, Under Review in FLAIRS-36

2010.11008 2023-02-13 cs.CV cs.LG 84%

What is Wrong with Continual Learning in Medical Image Segmentation?

Camila Gonzalez, Nick Lemke, Georgios Sakas, Anirban Mukhopadhyay

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

2302.02283 2023-02-07 cs.CV cs.LG 84%

Recurrence With Correlation Network for Medical Image Registration

Vignesh Sivan, Teodora Vujovic, Raj Ranabhat, Alexander Wong, Stewart Mclachlin, Michael Hardisty

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

2302.00517 2023-02-02 cs.CV eess.IV 84%

Synthesis-based Imaging-Differentiation Representation Learning for Multi-Sequence 3D/4D MRI

Luyi Han, Tao Tan, Tianyu Zhang, Yunzhi Huang, Xin Wang, Yuan Gao, Jonas Teuwen, Ritse Mann

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

2301.03281 2023-01-13 eess.IV cs.CV 84%

The state-of-the-art 3D anisotropic intracranial hemorrhage segmentation on non-contrast head CT: The INSTANCE challenge

Xiangyu Li, Gongning Luo, Kuanquan Wang, Hongyu Wang, Jun Liu, Xinjie Liang, Jie Jiang, Zhenghao Song, Chunyue Zheng, Haokai Chi, Mingwang Xu, Yingte He, Xinghua Ma, Jingwen Guo, Yifan Liu, Chuanpu Li, Zeli Chen, Md Mahfuzur Rahman Siddiquee, Andriy Myronenko, Antoine P. Sanner, Anirban Mukhopadhyay, Ahmed E. Othman, Xingyu Zhao, Weiping Liu, Jinhuang Zhang, Xiangyuan Ma, Qinghui Liu, Bradley J. MacIntosh, Wei Liang, Moona Mazher, Abdul Qayyum, Valeriia Abramova, Xavier Lladó, Shuo Li

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

Comments Summarized paper for the MICCAI INSTANCE 2022 Challenge

2209.04794 2023-01-11 eess.IV cs.CV 84%

Learning to diagnose common thorax diseases on chest radiographs from radiology reports in Vietnamese

Thao T. B. Nguyen, Tam M. Vo, Thang V. Nguyen, Hieu H. Pham, Ha Q. Nguyen

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

Comments This work has been provisionally accepted for publication by Plos One journal

2210.03460 2023-01-10 eess.IV cs.CV 84%

Flexible Alignment Super-Resolution Network for Multi-Contrast MRI

Yiming Liu, Mengxi Zhang, Weiqin Zhang, Bo Jiang, Bo Hou, Dan Liu, Jie Chen, Heqing Lian

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

2212.13068 2022-12-27 eess.IV cs.CV 84%

Transformer and GAN Based Super-Resolution Reconstruction Network for Medical Images

Weizhi Du, Harvery Tian

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

Comments 8 pages and 6 figures

2208.04718 2022-12-21 eess.IV cs.CV 84%

Improving COVID-19 CT Classification of CNNs by Learning Parameter-Efficient Representation

Yujia Xu, Hak-Keung Lam, Guangyu Jia, Jian Jiang, Junkai Liao, Xinqi Bao

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

2211.03062 2022-11-30 eess.IV cs.CV 84%

MyoPS-Net: Myocardial Pathology Segmentation with Flexible Combination of Multi-Sequence CMR Images

Junyi Qiu, Lei Li, Sihan Wang, Ke Zhang, Yinyin Chen, Shan Yang, Xiahai Zhuang

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

2211.15527 2022-11-29 eess.IV cs.CV 84%

A Study of Representational Properties of Unsupervised Anomaly Detection in Brain MRI

Ayantika Das, Arun Palla, Keerthi Ram, Mohanasankar Sivaprakasam

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

Comments Accepted at MICCAI Medical Applications with Disentanglements (MAD) Workshop 2022 https://mad.ikim.nrw/

2211.14830 2022-11-29 eess.IV cs.CV 84%

Medical Image Segmentation Review: The success of U-Net

Reza Azad, Ehsan Khodapanah Aghdam, Amelie Rauland, Yiwei Jia, Atlas Haddadi Avval, Afshin Bozorgpour, Sanaz Karimijafarbigloo, Joseph Paul Cohen, Ehsan Adeli, Dorit Merhof

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

Comments Submitted to the IEEE Transactions on Pattern Analysis and Machine Intelligence Journal

2211.07088 2022-11-16 eess.IV cs.CV 84%

Recognition of Cardiac MRI Orientation via Deep Neural Networks and a Method to Improve Prediction Accuracy

Houxin Zhou

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

Comments arXiv admin note: text overlap with arXiv:2011.08761 by other authors

2108.04914 2022-11-15 eess.IV cs.CV 84%

Optimal MRI Undersampling Patterns for Ultimate Benefit of Medical Vision Tasks

Artem Razumov, Oleg Y. Rogov, Dmitry V. Dylov

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

Journal ref MICCAI 2022

2211.05942 2022-11-14 eess.IV cs.CV 84%

Knowledge Distillation from Cross Teaching Teachers for Efficient Semi-Supervised Abdominal Organ Segmentation in CT

Jae Won Choi

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

2211.02256 2022-11-07 eess.IV cs.CV 84%

ISA-Net: Improved spatial attention network for PET-CT tumor segmentation

Zhengyong Huang, Sijuan Zou, Guoshuai Wang, Zixiang Chen, Hao Shen, Haiyan Wang, Na Zhang, Lu Zhang, Fan Yang, Haining Wangg, Dong Liang, Tianye Niu, Xiaohua Zhuc, Zhanli Hua

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

2210.12548 2022-10-28 eess.IV cs.CV 84%

JoJoNet: Joint-contrast and Joint-sampling-and-reconstruction Network for Multi-contrast MRI

Lin Zhao, Xiao Chen, Eric Z. Chen, Yikang Liu, Dinggang Shen, Terrence Chen, Shanhui Sun

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

2210.14775 2022-10-27 eess.IV cs.CV 84%

Evaluation of Synthetically Generated CT for use in Transcranial Focused Ultrasound Procedures

Han Liu, Michelle K. Sigona, Thomas J. Manuel, Li Min Chen, Benoit M. Dawant, Charles F. Caskey

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

Comments arXiv admin note: text overlap with arXiv:2202.10136

2210.12578 2022-10-25 eess.IV cs.CV 84%

Feedback Assisted Adversarial Learning to Improve the Quality of Cone-beam CT Images

Takumi Hase, Megumi Nakao, Mitsuhiro Nakamura, Tetsuya Matsuda

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

2210.08676 2022-10-19 cs.CV cs.LG 84%

Scale-Agnostic Super-Resolution in MRI using Feature-Based Coordinate Networks

Dave Van Veen, Rogier van der Sluijs, Batu Ozturkler, Arjun Desai, Christian Bluethgen, Robert D. Boutin, Marc H. Willis, Gordon Wetzstein, David Lindell, Shreyas Vasanawala, John Pauly, Akshay S. Chaudhari

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

Journal ref Medical Imaging with Deep Learning. 2022

2210.07490 2022-10-17 eess.IV cs.CV 84%

Exploring Vanilla U-Net for Lesion Segmentation from Whole-body FDG-PET/CT Scans

Jin Ye, Haoyu Wang, Ziyan Huang, Zhongying Deng, Yanzhou Su, Can Tu, Qian Wu, Yuncheng Yang, Meng Wei, Jingqi Niu, Junjun He

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

Comments autoPET 2022, MICCAI 2022 challenge, champion

2008.11921 2022-10-14 eess.IV cs.CV 84%

Unsupervised MRI Super-Resolution Using Deep External Learning and Guided Residual Dense Network with Multimodal Image Priors

Yutaro Iwamoto, Kyohei Takeda, Yinhao Li, Akihiko Shiino, Yen-Wei Chen

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

Comments 10 pages, 3 figures, Accepted by IEEE Transactions on Emerging Topics in Computational Intelligence (TETCI)

2007.02663 2022-10-10 eess.IV cs.CV 84%

An Elastic Interaction-Based Loss Function for Medical Image Segmentation

Yuan Lan, Yang Xiang, Luchan Zhang

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

2210.02349 2022-10-06 eess.IV cs.CV cs.LG q-bio.NC 84%

Fitting a Directional Microstructure Model to Diffusion-Relaxation MRI Data with Self-Supervised Machine Learning

Jason P. Lim, Stefano B. Blumberg, Neil Narayan, Sean C. Epstein, Daniel C. Alexander, Marco Palombo, Paddy J. Slator

专题命中医学影像：MRI(title,abstract)；分类 cs.CV、cs.LG、q-bio；medical image(comments)

Comments Oral Presentation in: Computational Diffusion MRI Workshop (CDMRI) at Medical Image Computing and Computer Assisted Intervention (MICCAI) 2022

2209.10963 2022-09-27 eess.IV cs.CV 84%

COVID-19 Detection and Analysis From Lung CT Images using Novel Channel Boosted CNNs

Saddam Hussain Khan

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

Comments 13 Figures, 6 Tables, 27 Pages

2209.10796 2022-09-23 eess.IV cs.CV 84%

A CT-Based Airway Segmentation Using U$^2$-net Trained by the Dice Loss Function

Kunpeng Wang, Yuexi Dong, Yunpu Zeng, Zhichun Ye, Yangzhe Wang

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

Comments 8 pages, 5 figures

2205.05851 2022-09-23 eess.IV cs.CV 84%

AFFIRM: Affinity Fusion-based Framework for Iteratively Random Motion correction of multi-slice fetal brain MRI

Wen Shi, Haoan Xu, Cong Sun, Jiwei Sun, Yamin Li, Xinyi Xu, Tianshu Zheng, Yi Zhang, Guangbin Wang, Dan Wu

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

2103.05213 2022-09-20 cs.CV cs.AI eess.IV 84%

Enhancing Medical Image Registration via Appearance Adjustment Networks

Mingyuan Meng, Lei Bi, Michael Fulham, David Dagan Feng, Jinman Kim

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

Comments Published at NeuroImage

Journal ref NeuroImage, vol. 259, pp. 119444, 2022

2209.07851 2022-09-19 eess.IV cs.CV 84%

Whole-Body Lesion Segmentation in 18F-FDG PET/CT

Jia Zhang, Yukun Huang, Zheng Zhang, Yuhang Shi

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

2209.02901 2022-09-08 eess.IV cs.CV 84%

Magnitude-image based data-consistent deep learning method for MRI super resolution

Ziyan Lin, Zihao Chen

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

Comments Accepted by IEEE CBMS 2022

1. 医学影像 22709 篇

A Convolutional-based Model for Early Prediction of Alzheimer's based on the Dementia Stage in the MRI Brain Images

What is Wrong with Continual Learning in Medical Image Segmentation?

Recurrence With Correlation Network for Medical Image Registration

Synthesis-based Imaging-Differentiation Representation Learning for Multi-Sequence 3D/4D MRI

The state-of-the-art 3D anisotropic intracranial hemorrhage segmentation on non-contrast head CT: The INSTANCE challenge

Learning to diagnose common thorax diseases on chest radiographs from radiology reports in Vietnamese

Flexible Alignment Super-Resolution Network for Multi-Contrast MRI

Transformer and GAN Based Super-Resolution Reconstruction Network for Medical Images

Improving COVID-19 CT Classification of CNNs by Learning Parameter-Efficient Representation

MyoPS-Net: Myocardial Pathology Segmentation with Flexible Combination of Multi-Sequence CMR Images

A Study of Representational Properties of Unsupervised Anomaly Detection in Brain MRI

Medical Image Segmentation Review: The success of U-Net

Recognition of Cardiac MRI Orientation via Deep Neural Networks and a Method to Improve Prediction Accuracy

Optimal MRI Undersampling Patterns for Ultimate Benefit of Medical Vision Tasks

Knowledge Distillation from Cross Teaching Teachers for Efficient Semi-Supervised Abdominal Organ Segmentation in CT

ISA-Net: Improved spatial attention network for PET-CT tumor segmentation

JoJoNet: Joint-contrast and Joint-sampling-and-reconstruction Network for Multi-contrast MRI

Evaluation of Synthetically Generated CT for use in Transcranial Focused Ultrasound Procedures

Feedback Assisted Adversarial Learning to Improve the Quality of Cone-beam CT Images

Scale-Agnostic Super-Resolution in MRI using Feature-Based Coordinate Networks

Exploring Vanilla U-Net for Lesion Segmentation from Whole-body FDG-PET/CT Scans

Unsupervised MRI Super-Resolution Using Deep External Learning and Guided Residual Dense Network with Multimodal Image Priors

An Elastic Interaction-Based Loss Function for Medical Image Segmentation

Fitting a Directional Microstructure Model to Diffusion-Relaxation MRI Data with Self-Supervised Machine Learning

COVID-19 Detection and Analysis From Lung CT Images using Novel Channel Boosted CNNs

A CT-Based Airway Segmentation Using U$^2$-net Trained by the Dice Loss Function

AFFIRM: Affinity Fusion-based Framework for Iteratively Random Motion correction of multi-slice fetal brain MRI

Enhancing Medical Image Registration via Appearance Adjustment Networks

Whole-Body Lesion Segmentation in 18F-FDG PET/CT

Magnitude-image based data-consistent deep learning method for MRI super resolution