医学 AI - arXivDaily 专题

2308.00206 2024-02-02 eess.IV cs.LG 84%

Synthetic Skull CT Generation with Generative Adversarial Networks to Train Deep Learning Models for Clinical Transcranial Ultrasound

Kasra Naftchi-Ardebili, Karanpartap Singh, Reza Pourabolghasem, Pejman Ghanouni, Gerald R. Popelka, Kim Butts Pauly

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

Comments The first two authors contributed equally

2310.09099 2024-01-25 eess.IV cs.CV 84%

Vision Transformers increase efficiency of 3D cardiac CT multi-label segmentation

Lee Jollans, Mariana Bustamante, Lilian Henriksson, Anders Persson, Tino Ebbers

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

2401.12932 2024-01-24 eess.IV cs.CV 84%

Segmentation of tibiofemoral joint tissues from knee MRI using MtRA-Unet and incorporating shape information: Data from the Osteoarthritis Initiative

Akshay Daydar, Alik Pramanick, Arijit Sur, Subramani Kanagaraj

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

2308.16573 2024-01-19 eess.IV cs.CV 84%

Dual-Decoder Consistency via Pseudo-Labels Guided Data Augmentation for Semi-Supervised Medical Image Segmentation

Yuanbin Chen, Tao Wang, Hui Tang, Longxuan Zhao, Ruige Zong, Shun Chen, Tao Tan, Xinlin Zhang, Tong Tong

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

2308.16742 2024-01-08 eess.IV cs.CV 84%

Unsupervised CT Metal Artifact Reduction by Plugging Diffusion Priors in Dual Domains

Xuan Liu, Yaoqin Xie, Songhui Diao, Shan Tan, Xiaokun Liang

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

2312.00634 2023-12-20 eess.IV cs.CV 84%

A Recent Survey of Vision Transformers for Medical Image Segmentation

Asifullah Khan, Zunaira Rauf, Abdul Rehman Khan, Saima Rathore, Saddam Hussain Khan, Najmus Saher Shah, Umair Farooq, Hifsa Asif, Aqsa Asif, Umme Zahoora, Rafi Ullah Khalil, Suleman Qamar, Umme Hani Asif, Faiza Babar Khan, Abdul Majid, Jeonghwan Gwak

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

2305.06252 2023-12-20 cs.CV eess.IV 84%

Embedded Feature Similarity Optimization with Specific Parameter Initialization for 2D/3D Medical Image Registration

Minheng Chen, Zhirun Zhang, Shuheng Gu, Youyong Kong

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

Comments 14 pages, 5 figures, accepted by ICASSP 2024

2203.16557 2023-12-20 eess.IV cs.CV 84%

COSMOS: Cross-Modality Unsupervised Domain Adaptation for 3D Medical Image Segmentation based on Target-aware Domain Translation and Iterative Self-Training

Hyungseob Shin, Hyeongyu Kim, Sewon Kim, Yohan Jun, Taejoon Eo, Dosik Hwang

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

Comments 10 pages, 6 figures, MICCAI 2021 Cross-Modality Domain Adaptation (crossMoDA) Challenge

2312.02211 2023-12-06 physics.med-ph cs.CV eess.IV 84%

Cycle-consistent Generative Adversarial Network Synthetic CT for MR-only Adaptive Radiation Therapy on MR-Linac

Gabriel L. Asher, Bassem I. Zaki, Gregory A. Russo, Gobind S. Gill, Charles R. Thomas, Temiloluwa O. Prioleau, Rongxiao Zhang, Brady Hunt

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

2307.06614 2023-12-06 eess.IV cs.CV 84%

Interpretable 2D Vision Models for 3D Medical Images

Alexander Ziller, Ayhan Can Erdur, Marwa Trigui, Alp Güvenir, Tamara T. Mueller, Philip Müller, Friederike Jungmann, Johannes Brandt, Jan Peeken, Rickmer Braren, Daniel Rueckert, Georgios Kaissis

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

2310.04677 2023-12-04 eess.IV cs.CV 84%

AG-CRC: Anatomy-Guided Colorectal Cancer Segmentation in CT with Imperfect Anatomical Knowledge

Rongzhao Zhang, Zhian Bai, Ruoying Yu, Wenrao Pang, Lingyun Wang, Lifeng Zhu, Xiaofan Zhang, Huan Zhang, Weiguo Hu

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

Comments under review

2306.05705 2023-11-23 eess.IV cs.CV 84%

On the Challenges and Perspectives of Foundation Models for Medical Image Analysis

Shaoting Zhang, Dimitris Metaxas

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

2009.06412 2023-11-14 eess.IV cs.LG 84%

Comprehensive Comparison of Deep Learning Models for Lung and COVID-19 Lesion Segmentation in CT scans

Paschalis Bizopoulos, Nicholas Vretos, Petros Daras

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

Comments 20 pages, 8 figures, 2 tables

2304.00466 2023-11-14 eess.IV cs.CV 84%

Learning Robust Medical Image Segmentation from Multi-source Annotations

Yifeng Wang, Luyang Luo, Mingxiang Wu, Qiong Wang, Hao Chen

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

2310.09998 2023-11-13 eess.IV cs.CV 84%

SeUNet-Trans: A Simple yet Effective UNet-Transformer Model for Medical Image Segmentation

Tan-Hanh Pham, Xianqi Li, Kim-Doang Nguyen

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

2311.03175 2023-11-07 eess.IV cs.CV 84%

Frequency Domain Decomposition Translation for Enhanced Medical Image Translation Using GANs

Zhuhui Wang, Jianwei Zuo, Xuliang Deng, Jiajia Luo

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

2112.01587 2023-11-07 eess.IV cs.AI cs.CV physics.med-ph 84%

Improving accuracy and uncertainty quantification of deep learning based quantitative MRI using Monte Carlo dropout

Mehmet Yigit Avci, Ziyu Li, Qiuyun Fan, Susie Huang, Berkin Bilgic, Qiyuan Tian

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

2301.06793 2023-10-31 eess.IV cs.CV 84%

Acute ischemic stroke lesion segmentation in non-contrast CT images using 3D convolutional neural networks

A. V. Dobshik, S. K. Verbitskiy, I. A. Pestunov, K. M. Sherman, Yu. N. Sinyavskiy, A. A. Tulupov, V. B. Berikov

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

Comments 18 pages, 4 figures, 2 tables

2310.09625 2023-10-17 eess.IV cs.CV 84%

JSMoCo: Joint Coil Sensitivity and Motion Correction in Parallel MRI with a Self-Calibrating Score-Based Diffusion Model

Lixuan Chen, Xuanyu Tian, Jiangjie Wu, Ruimin Feng, Guoyan Lao, Yuyao Zhang, Hongjiang Wei

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

Comments 10 pages,8 figures, journal

2302.03861 2023-10-16 eess.IV cs.CV 84%

SwinCross: Cross-modal Swin Transformer for Head-and-Neck Tumor Segmentation in PET/CT Images

Gary Y. Li, Junyu Chen, Se-In Jang, Kuang Gong, Quanzheng Li

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

Comments 9 pages, 3 figures. Med Phys. 2023

2310.06291 2023-10-11 eess.IV cs.CV physics.med-ph 84%

Three-Dimensional Medical Image Fusion with Deformable Cross-Attention

Lin Liu, Xinxin Fan, Chulong Zhang, Jingjing Dai, Yaoqin Xie, Xiaokun Liang

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

2310.05237 2023-10-10 eess.IV cs.CV 84%

Latent Diffusion Model for Medical Image Standardization and Enhancement

Md Selim, Jie Zhang, Faraneh Fathi, Michael A. Brooks, Ge Wang, Guoqiang Yu, Jin Chen

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

2303.05686 2023-10-09 eess.IV cs.CV 84%

Generative AI for Rapid Diffusion MRI with Improved Image Quality, Reliability and Generalizability

Amir Sadikov, Xinlei Pan, Hannah Choi, Lanya T. Cai, Pratik Mukherjee

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

2310.00418 2023-10-03 eess.IV cs.CV 84%

MVC: A Multi-Task Vision Transformer Network for COVID-19 Diagnosis from Chest X-ray Images

Huyen Tran, Duc Thanh Nguyen, John Yearwood

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

2307.05890 2023-10-03 eess.IV cs.CV 84%

FreeSeed: Frequency-band-aware and Self-guided Network for Sparse-view CT Reconstruction

Chenglong Ma, Zilong Li, Junping Zhang, Yi Zhang, Hongming Shan

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

Comments MICCAI 2023

Journal ref MICCAI 2023

2309.13013 2023-09-25 eess.IV cs.CV 84%

Performance Analysis of UNet and Variants for Medical Image Segmentation

Walid Ehab, Yongmin Li

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

2309.10227 2023-09-20 eess.IV cs.CV 84%

Learning Dynamic MRI Reconstruction with Convolutional Network Assisted Reconstruction Swin Transformer

Di Xu, Hengjie Liu, Dan Ruan, Ke Sheng

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

Comments MICCAI 2023 Workshop

2309.08160 2023-09-18 eess.IV cs.CV 84%

Cross-Modal Synthesis of Structural MRI and Functional Connectivity Networks via Conditional ViT-GANs

Yuda Bi, Anees Abrol, Jing Sui, Vince Calhoun

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

2303.09858 2023-09-15 eess.IV cs.CR cs.CV cs.MM 84%

Preventing Unauthorized AI Over-Analysis by Medical Image Adversarial Watermarking

Xingxing Wei, Bangzheng Pu, Shiji Zhao, Chen Chi, Huazhu Fu

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

2309.04960 2023-09-12 eess.IV cs.CV 84%

SdCT-GAN: Reconstructing CT from Biplanar X-Rays with Self-driven Generative Adversarial Networks

Shuangqin Cheng, Qingliang Chen, Qiyi Zhang, Ming Li, Yamuhanmode Alike, Kaile Su, Pengcheng Wen

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

1. 医学影像 22633 篇

Synthetic Skull CT Generation with Generative Adversarial Networks to Train Deep Learning Models for Clinical Transcranial Ultrasound

Vision Transformers increase efficiency of 3D cardiac CT multi-label segmentation

Segmentation of tibiofemoral joint tissues from knee MRI using MtRA-Unet and incorporating shape information: Data from the Osteoarthritis Initiative

Dual-Decoder Consistency via Pseudo-Labels Guided Data Augmentation for Semi-Supervised Medical Image Segmentation

Unsupervised CT Metal Artifact Reduction by Plugging Diffusion Priors in Dual Domains

A Recent Survey of Vision Transformers for Medical Image Segmentation

Embedded Feature Similarity Optimization with Specific Parameter Initialization for 2D/3D Medical Image Registration

COSMOS: Cross-Modality Unsupervised Domain Adaptation for 3D Medical Image Segmentation based on Target-aware Domain Translation and Iterative Self-Training

Cycle-consistent Generative Adversarial Network Synthetic CT for MR-only Adaptive Radiation Therapy on MR-Linac

Interpretable 2D Vision Models for 3D Medical Images

AG-CRC: Anatomy-Guided Colorectal Cancer Segmentation in CT with Imperfect Anatomical Knowledge

On the Challenges and Perspectives of Foundation Models for Medical Image Analysis

Comprehensive Comparison of Deep Learning Models for Lung and COVID-19 Lesion Segmentation in CT scans

Learning Robust Medical Image Segmentation from Multi-source Annotations

SeUNet-Trans: A Simple yet Effective UNet-Transformer Model for Medical Image Segmentation

Frequency Domain Decomposition Translation for Enhanced Medical Image Translation Using GANs

Improving accuracy and uncertainty quantification of deep learning based quantitative MRI using Monte Carlo dropout

Acute ischemic stroke lesion segmentation in non-contrast CT images using 3D convolutional neural networks

JSMoCo: Joint Coil Sensitivity and Motion Correction in Parallel MRI with a Self-Calibrating Score-Based Diffusion Model

SwinCross: Cross-modal Swin Transformer for Head-and-Neck Tumor Segmentation in PET/CT Images

Three-Dimensional Medical Image Fusion with Deformable Cross-Attention

Latent Diffusion Model for Medical Image Standardization and Enhancement

Generative AI for Rapid Diffusion MRI with Improved Image Quality, Reliability and Generalizability

MVC: A Multi-Task Vision Transformer Network for COVID-19 Diagnosis from Chest X-ray Images

FreeSeed: Frequency-band-aware and Self-guided Network for Sparse-view CT Reconstruction

Performance Analysis of UNet and Variants for Medical Image Segmentation

Learning Dynamic MRI Reconstruction with Convolutional Network Assisted Reconstruction Swin Transformer

Cross-Modal Synthesis of Structural MRI and Functional Connectivity Networks via Conditional ViT-GANs

Preventing Unauthorized AI Over-Analysis by Medical Image Adversarial Watermarking

SdCT-GAN: Reconstructing CT from Biplanar X-Rays with Self-driven Generative Adversarial Networks