医学 AI - arXivDaily 专题

2205.15170 2022-05-31 eess.IV cs.CR cs.CV 86%

GAN-based Medical Image Small Region Forgery Detection via a Two-Stage Cascade Framework

Jianyi Zhang, Xuanxi Huang, Yaqi Liu, Yuyang Han, Zixiao Xiang

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

2205.11759 2022-05-25 eess.IV cs.CV 86%

UNet#: A UNet-like Redesigning Skip Connections for Medical Image Segmentation

Ledan Qian, Xiao Zhou, Yi Li, Zhongyi Hu

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

2205.09842 2022-05-23 eess.IV cs.CV 86%

Generation of Artificial CT Images using Patch-based Conditional Generative Adversarial Networks

Marija Habijan, Irena Galic

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

Comments Proceedings of the 7th International Conference on Smart and Sustainable Technologies (SpliTech 2022)

2205.06486 2022-05-16 eess.IV cs.CV 86%

A Survey of Left Atrial Appendage Segmentation and Analysis in 3D and 4D Medical Images

Hrvoje Leventić, Marin Benčević, Danilo Babin, Marija Habijan, Irena Galić

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

Journal ref The 28th International Conference on Systems, Signals and Image Processing, IWSSIP 2021, Bratislava, Slovakia, 2021

2204.01706 2022-04-06 eess.IV cs.CV physics.med-ph 86%

Data and Physics Driven Learning Models for Fast MRI -- Fundamentals and Methodologies from CNN, GAN to Attention and Transformers

Jiahao Huang, Yingying Fang, Yang Nan, Huanjun Wu, Yinzhe Wu, Zhifan Gao, Yang Li, Zidong Wang, Pietro Lio, Daniel Rueckert, Yonina C. Eldar, Guang Yang

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

Comments 14 pages, 3 figures, submitted to IEEE SPM

2204.00068 2022-04-04 eess.IV cs.CV physics.med-ph 86%

Automatic Classification of Alzheimer's Disease using brain MRI data and deep Convolutional Neural Networks

Zahraa Sh. Aaraji, Hawraa H. Abbas

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

2109.13930 2022-03-16 eess.IV cs.CV 86%

All-Around Real Label Supervision: Cyclic Prototype Consistency Learning for Semi-supervised Medical Image Segmentation

Zhe Xu, Yixin Wang, Donghuan Lu, Lequan Yu, Jiangpeng Yan, Jie Luo, Kai Ma, Yefeng Zheng, Raymond Kai-yu Tong

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

Comments 11 pages

2010.06163 2022-02-08 eess.IV cs.CV 86%

Bridging 2D and 3D Segmentation Networks for Computation Efficient Volumetric Medical Image Segmentation: An Empirical Study of 2.5D Solutions

Yichi Zhang, Qingcheng Liao, Le Ding, Jicong Zhang

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

Comments Computerized Medical Imaging and Graphics

2201.03186 2022-01-11 eess.IV cs.CV 86%

MyoPS: A Benchmark of Myocardial Pathology Segmentation Combining Three-Sequence Cardiac Magnetic Resonance Images

Lei Li, Fuping Wu, Sihan Wang, Xinzhe Luo, Carlos Martin-Isla, Shuwei Zhai, Jianpeng Zhang, Yanfei Liu7, Zhen Zhang, Markus J. Ankenbrand, Haochuan Jiang, Xiaoran Zhang, Linhong Wang, Tewodros Weldebirhan Arega, Elif Altunok, Zhou Zhao, Feiyan Li, Jun Ma, Xiaoping Yang, Elodie Puybareau, Ilkay Oksuz, Stephanie Bricq, Weisheng Li, Kumaradevan Punithakumar, Sotirios A. Tsaftaris, Laura M. Schreiber, Mingjing Yang, Guocai Liu, Yong Xia, Guotai Wang, Sergio Escalera, Xiahai Zhuang

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

2112.15180 2022-01-03 eess.IV cs.CV physics.med-ph 86%

A Resolution Enhancement Plug-in for Deformable Registration of Medical Images

Kaicong Sun, Sven Simon

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

2110.12274 2021-10-26 eess.IV cs.CV 86%

"One-Shot" Reduction of Additive Artifacts in Medical Images

Yu-Jen Chen, Yen-Jung Chang, Shao-Cheng Wen, Yiyu Shi, Xiaowei Xu, Tsung-Yi Ho, Meiping Huang, Haiyun Yuan, Jian Zhuang

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

2108.11694 2021-10-26 cs.CV cs.LG 86%

PoissonSeg: Semi-Supervised Few-Shot Medical Image Segmentation via Poisson Learning

Xiaoang Shen, Guokai Zhang, Huilin Lai, Jihao Luo, Jianwei Lu, Ye Luo

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

Comments Accepted by 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM 2021)

2110.10709 2021-10-22 physics.med-ph cs.LG eess.IV 86%

Predicting Tau Accumulation in Cerebral Cortex with Multivariate MRI Morphometry Measurements, Sparse Coding, and Correntropy

Jianfeng Wu, Wenhui Zhu, Yi Su, Jie Gui, Natasha Lepore, Eric M. Reiman, Richard J. Caselli, Paul M. Thompson, Kewei Chen, Yalin Wang

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

Comments 10 pages, 5 figures, 17th International Symposium on Medical Information Processing and Analysis

2105.07044 2021-09-16 eess.IV cs.CV 86%

SA-GAN: Structure-Aware GAN for Organ-Preserving Synthetic CT Generation

Hajar Emami, Ming Dong, Siamak Nejad-Davarani, Carri Glide-Hurst

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

Comments Accepted to MICCAI 2021

2105.02835 2021-09-15 eess.IV cs.CV 86%

Deep Learning based Multi-modal Computing with Feature Disentanglement for MRI Image Synthesis

Yuchen Fei, Bo Zhan, Mei Hong, Xi Wu, Jiliu Zhou, Yan Wang

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

2012.03769 2021-08-18 eess.IV cs.CV 86%

Overcoming Barriers to Data Sharing with Medical Image Generation: A Comprehensive Evaluation

August DuMont Schütte, Jürgen Hetzel, Sergios Gatidis, Tobias Hepp, Benedikt Dietz, Stefan Bauer, Patrick Schwab

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

2106.10230 2021-06-21 eess.IV cs.CV 86%

CT Image Synthesis Using Weakly Supervised Segmentation and Geometric Inter-Label Relations For COVID Image Analysis

Dwarikanath Mahapatra, Ankur Singh

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

Comments arXiv admin note: substantial text overlap with arXiv:2003.14119; text overlap with arXiv:1908.10555, arXiv:2004.14133 by other authors

2105.09511 2021-06-03 eess.IV cs.CV 86%

Medical Image Segmentation Using Squeeze-and-Expansion Transformers

Shaohua Li, Xiuchao Sui, Xiangde Luo, Xinxing Xu, Yong Liu, Rick Goh

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

Comments Camera ready for IJCAI'2021

2101.04793 2021-01-14 eess.IV cs.CV 86%

Generative Adversarial U-Net for Domain-free Medical Image Augmentation

Xiaocong Chen, Yun Li, Lina Yao, Ehsan Adeli, Yu Zhang

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

2010.02715 2021-01-14 eess.IV cs.CV 86%

Assessing Automated Machine Learning service to detect COVID-19 from X-Ray and CT images: A Real-time Smartphone Application case study

Razib Mustafiz, Khaled Mohsin

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

Comments 21 Pages, 6 Tables

Journal ref IJCSI-2020-17-6-12569

2012.15442 2021-01-01 eess.IV cs.CV 86%

Survey of the Detection and Classification of Pulmonary Lesions via CT and X-Ray

Yixuan Sun, Chengyao Li, Qian Zhang, Aimin Zhou, Guixu Zhang

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

Comments 19 pages, 5 figures, 3 tables

2011.07534 2020-11-17 eess.IV cs.CV 86%

SAG-GAN: Semi-Supervised Attention-Guided GANs for Data Augmentation on Medical Images

Chang Qi, Junyang Chen, Guizhi Xu, Zhenghua Xu, Thomas Lukasiewicz, Yang Liu

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

2010.04065 2020-11-10 eess.IV cs.CV 86%

Regularized Compression of MRI Data: Modular Optimization of Joint Reconstruction and Coding

Veronica Corona, Yehuda Dar, Guy Williams, Carola-Bibiane Schönlieb

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

2009.10549 2020-11-05 eess.IV cs.CV 86%

CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation

Ran Gu, Guotai Wang, Tao Song, Rui Huang, Michael Aertsen, Jan Deprest, Sébastien Ourselin, Tom Vercauteren, Shaoting Zhang

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

2007.16152 2020-08-10 cs.CL cs.LG eess.IV 86%

Paying Per-label Attention for Multi-label Extraction from Radiology Reports

Patrick Schrempf, Hannah Watson, Shadia Mikhael, Maciej Pajak, Matúš Falis, Aneta Lisowska, Keith W. Muir, David Harris-Birtill, Alison Q. O'Neil

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

Comments Accepted to MICCAI 2020 LABELS workshop

2006.12700 2020-06-24 eess.IV cs.LG physics.med-ph 86%

Cine Cardiac MRI Motion Artifact Reduction Using a Recurrent Neural Network

Qing Lyu, Hongming Shan, Yibin Xie, Debiao Li, Ge Wang

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

Comments 10 pages, 11 figures

2006.04390 2020-06-09 eess.IV cs.CV 86%

Cross-Domain Segmentation with Adversarial Loss and Covariate Shift for Biomedical Imaging

Bora Baydar, Savas Ozkan, A. Emre Kavur, N. Sinem Gezer, M. Alper Selver, Gozde Bozdagi Akar

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

2006.03374 2020-06-08 eess.IV cs.CV 86%

Structurally aware bidirectional unpaired image to image translation between CT and MR

Vismay Agrawal, Avinash Kori, Vikas Kumar Anand, Ganapathy Krishnamurthi

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

Comments 9 pages, 4 figures

2005.13338 2020-05-28 cs.CV eess.IV 86%

Tackling the Problem of Large Deformations in Deep Learning Based Medical Image Registration Using Displacement Embeddings

Lasse Hansen, Mattias P. Heinrich

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

2002.03366 2020-02-20 eess.IV cs.CV 86%

MS-Net: Multi-Site Network for Improving Prostate Segmentation with Heterogeneous MRI Data

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

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

Comments IEEE TMI, 2020

1. 医学影像 22719 篇

GAN-based Medical Image Small Region Forgery Detection via a Two-Stage Cascade Framework

UNet#: A UNet-like Redesigning Skip Connections for Medical Image Segmentation

Generation of Artificial CT Images using Patch-based Conditional Generative Adversarial Networks

A Survey of Left Atrial Appendage Segmentation and Analysis in 3D and 4D Medical Images

Data and Physics Driven Learning Models for Fast MRI -- Fundamentals and Methodologies from CNN, GAN to Attention and Transformers

Automatic Classification of Alzheimer's Disease using brain MRI data and deep Convolutional Neural Networks

All-Around Real Label Supervision: Cyclic Prototype Consistency Learning for Semi-supervised Medical Image Segmentation

Bridging 2D and 3D Segmentation Networks for Computation Efficient Volumetric Medical Image Segmentation: An Empirical Study of 2.5D Solutions

MyoPS: A Benchmark of Myocardial Pathology Segmentation Combining Three-Sequence Cardiac Magnetic Resonance Images

A Resolution Enhancement Plug-in for Deformable Registration of Medical Images

"One-Shot" Reduction of Additive Artifacts in Medical Images

PoissonSeg: Semi-Supervised Few-Shot Medical Image Segmentation via Poisson Learning

Predicting Tau Accumulation in Cerebral Cortex with Multivariate MRI Morphometry Measurements, Sparse Coding, and Correntropy

SA-GAN: Structure-Aware GAN for Organ-Preserving Synthetic CT Generation

Deep Learning based Multi-modal Computing with Feature Disentanglement for MRI Image Synthesis

Overcoming Barriers to Data Sharing with Medical Image Generation: A Comprehensive Evaluation

CT Image Synthesis Using Weakly Supervised Segmentation and Geometric Inter-Label Relations For COVID Image Analysis

Medical Image Segmentation Using Squeeze-and-Expansion Transformers

Generative Adversarial U-Net for Domain-free Medical Image Augmentation

Assessing Automated Machine Learning service to detect COVID-19 from X-Ray and CT images: A Real-time Smartphone Application case study

Survey of the Detection and Classification of Pulmonary Lesions via CT and X-Ray

SAG-GAN: Semi-Supervised Attention-Guided GANs for Data Augmentation on Medical Images

Regularized Compression of MRI Data: Modular Optimization of Joint Reconstruction and Coding

CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation

Paying Per-label Attention for Multi-label Extraction from Radiology Reports

Cine Cardiac MRI Motion Artifact Reduction Using a Recurrent Neural Network

Cross-Domain Segmentation with Adversarial Loss and Covariate Shift for Biomedical Imaging

Structurally aware bidirectional unpaired image to image translation between CT and MR

Tackling the Problem of Large Deformations in Deep Learning Based Medical Image Registration Using Displacement Embeddings

MS-Net: Multi-Site Network for Improving Prostate Segmentation with Heterogeneous MRI Data