医学 AI - arXivDaily 专题

2207.08208 2023-04-03 eess.IV cs.CV 86%

Unsupervised Medical Image Translation with Adversarial Diffusion Models

Muzaffer Özbey, Onat Dalmaz, Salman UH Dar, Hasan A Bedel, Şaban Özturk, Alper Güngör, Tolga Çukur

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

Comments M. Ozbey and O. Dalmaz contributed equally to this study

2303.15770 2023-03-29 eess.IV cs.CV physics.med-ph 86%

DDMM-Synth: A Denoising Diffusion Model for Cross-modal Medical Image Synthesis with Sparse-view Measurement Embedding

Xiaoyue Li, Kai Shang, Gaoang Wang, Mark D. Butala

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

Comments llncs.cls v2.20,12 pages with 6 figures

2301.00772 2023-01-03 cs.CV cs.LG 86%

PCRLv2: A Unified Visual Information Preservation Framework for Self-supervised Pre-training in Medical Image Analysis

Hong-Yu Zhou, Chixiang Lu, Chaoqi Chen, Sibei Yang, Yizhou Yu

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

Comments Accepted by IEEE TPAMI. Codes and pre-trained models are available at \url{https://github.com/RL4M/PCRLv2}

2212.02078 2022-12-06 eess.IV cs.AI cs.CV 86%

LE-UDA: Label-efficient unsupervised domain adaptation for medical image segmentation

Ziyuan Zhao, Fangcheng Zhou, Kaixin Xu, Zeng Zeng, Cuntai Guan, S. Kevin Zhou

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

Comments Accepted by IEEE Transactions on Medical Imaging, 2022

2209.13661 2022-09-29 cs.CV cs.LG 86%

CEC-CNN: A Consecutive Expansion-Contraction Convolutional Network for Very Small Resolution Medical Image Classification

Ioannis Vezakis, Antonios Vezakis, Sofia Gourtsoyianni, Vassilis Koutoulidis, George K. Matsopoulos, Dimitrios Koutsouris

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

Comments 5 pages, 3 figures

2209.07030 2022-09-16 eess.IV cs.CV 86%

Model-Guided Multi-Contrast Deep Unfolding Network for MRI Super-resolution Reconstruction

Gang Yang, Li Zhang, Man Zhou, Aiping Liu, Xun Chen, Zhiwei Xiong, Feng Wu

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

Comments Accepted to ACMMM 2022, 9 pages

2203.10726 2022-09-07 eess.IV cs.CV 86%

TransFusion: Multi-view Divergent Fusion for Medical Image Segmentation with Transformers

Di Liu, Yunhe Gao, Qilong Zhangli, Ligong Han, Xiaoxiao He, Zhaoyang Xia, Song Wen, Qi Chang, Zhennan Yan, Mu Zhou, Dimitris Metaxas

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

2208.06303 2022-08-15 eess.IV cs.CV 86%

Triple-View Feature Learning for Medical Image Segmentation

Ziyang Wang, Irina Voiculescu

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

2208.02910 2022-08-08 eess.IV cs.CV 86%

A Novel Automated Classification and Segmentation for COVID-19 using 3D CT Scans

Shiyi Wang, Guang Yang

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

Comments 5 pages, 6 figures, accepted by IEEE IPAS

2208.00583 2022-08-02 eess.IV cs.CV 86%

An Enhanced Deep Learning Technique for Prostate Cancer Identification Based on MRI Scans

Hussein Hashem, Yasmin Alsakar, Ahmed Elgarayhi, Mohammed Elmogy, Mohammed Sallah

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

Comments 16 pages, 5 figures, 3 tables

2106.16031 2022-07-21 eess.IV cs.CV 86%

ResViT: Residual vision transformers for multi-modal medical image synthesis

Onat Dalmaz, Mahmut Yurt, Tolga Çukur

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

2207.07622 2022-07-18 eess.IV cs.CV physics.med-ph 86%

Brain MRI study for glioma segmentation using convolutional neural networks and original post-processing techniques with low computational demand

José Gerardo Suárez-García Javier Miguel Hernández-López, Eduardo Moreno-Barbosa, Benito de Celis-Alonso

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

Comments 34 pages, 12 tables, 23 figures

2206.05278 2022-06-14 eess.IV cs.AI cs.CV 86%

Dual-Branch Squeeze-Fusion-Excitation Module for Cross-Modality Registration of Cardiac SPECT and CT

Xiongchao Chen, Bo Zhou, Huidong Xie, Xueqi Guo, Jiazhen Zhang, Albert J. Sinusas, John A. Onofrey, Chi liu

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

Comments 10 pages, 4 figures, accepted at MICCAI 2022

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

1. 医学影像 22694 篇

Unsupervised Medical Image Translation with Adversarial Diffusion Models

DDMM-Synth: A Denoising Diffusion Model for Cross-modal Medical Image Synthesis with Sparse-view Measurement Embedding

PCRLv2: A Unified Visual Information Preservation Framework for Self-supervised Pre-training in Medical Image Analysis

LE-UDA: Label-efficient unsupervised domain adaptation for medical image segmentation

CEC-CNN: A Consecutive Expansion-Contraction Convolutional Network for Very Small Resolution Medical Image Classification

Model-Guided Multi-Contrast Deep Unfolding Network for MRI Super-resolution Reconstruction

TransFusion: Multi-view Divergent Fusion for Medical Image Segmentation with Transformers

Triple-View Feature Learning for Medical Image Segmentation

A Novel Automated Classification and Segmentation for COVID-19 using 3D CT Scans

An Enhanced Deep Learning Technique for Prostate Cancer Identification Based on MRI Scans

ResViT: Residual vision transformers for multi-modal medical image synthesis

Brain MRI study for glioma segmentation using convolutional neural networks and original post-processing techniques with low computational demand

Dual-Branch Squeeze-Fusion-Excitation Module for Cross-Modality Registration of Cardiac SPECT and CT

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