医学 AI

PrPSeg: Universal Proposition Learning for Panoramic Renal Pathology Segmentation

Ruining Deng, Quan Liu, Can Cui, Tianyuan Yao, Jialin Yue, Juming Xiong, Lining Yu, Yifei Wu, Mengmeng Yin, Yu Wang, Shilin Zhao, Yucheng Tang, Haichun Yang, Yuankai Huo

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

Comments IEEE / CVF Computer Vision and Pattern Recognition Conference 2024

COVID-CT-H-UNet: a novel COVID-19 CT segmentation network based on attention mechanism and Bi-category Hybrid loss

Anay Panja, Somenath Kuiry, Alaka Das, Mita Nasipuri, Nibaran Das

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

Comments Accepted at CICBA 2024 : 6th International Conference on Computational Intelligence in Communications, and Business Analytics

Progressive Divide-and-Conquer via Subsampling Decomposition for Accelerated MRI

Chong Wang, Lanqing Guo, Yufei Wang, Hao Cheng, Yi Yu, Bihan Wen

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

Comments Accepted to CVPR 2024

Analyzing Data Augmentation for Medical Images: A Case Study in Ultrasound Images

Adam Tupper, Christian Gagné

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

Comments For associated code, see https://github.com/adamtupper/medical-image-augmentation

A Dual-domain Regularization Method for Ring Artifact Removal of X-ray CT

Hongyang Zhu, Xin Lu, Yanwei Qin, Xinran Yu, Tianjiao Sun, Yunsong Zhao

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

Application of attention-based Siamese composite neural network in medical image recognition

Zihao Huang, Yue Wang, Weixing Xin, Xingtong Lin, Huizhen Li, Haowen Chen, Yizhen Lao, Xia Chen

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

Mitigating Data Consistency Induced Discrepancy in Cascaded Diffusion Models for Sparse-view CT Reconstruction

Hanyu Chen, Zhixiu Hao, Lin Guo, Liying Xiao

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

VM-UNET-V2 Rethinking Vision Mamba UNet for Medical Image Segmentation

Mingya Zhang, Yue Yu, Limei Gu, Tingsheng Lin, Xianping Tao

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

Comments 12 pages, 4 figures

Spatiotemporal Diffusion Model with Paired Sampling for Accelerated Cardiac Cine MRI

Shihan Qiu, Shaoyan Pan, Yikang Liu, Lin Zhao, Jian Xu, Qi Liu, Terrence Chen, Eric Z. Chen, Xiao Chen, Shanhui Sun

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

Clinically Feasible Diffusion Reconstruction for Highly-Accelerated Cardiac Cine MRI

Shihan Qiu, Shaoyan Pan, Yikang Liu, Lin Zhao, Jian Xu, Qi Liu, Terrence Chen, Eric Z. Chen, Xiao Chen, Shanhui Sun

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

When Eye-Tracking Meets Machine Learning: A Systematic Review on Applications in Medical Image Analysis

Sahar Moradizeyveh, Mehnaz Tabassum, Sidong Liu, Robert Ahadizad Newport, Amin Beheshti, Antonio Di Ieva

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

LightM-UNet: Mamba Assists in Lightweight UNet for Medical Image Segmentation

Weibin Liao, Yinghao Zhu, Xinyuan Wang, Chengwei Pan, Yasha Wang, Liantao Ma

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

Low-dose CT Denoising with Language-engaged Dual-space Alignment

Zhihao Chen, Tao Chen, Chenhui Wang, Chuang Niu, Ge Wang, Hongming Shan

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

Comments 11 pages, 6 figures

DINOv2 based Self Supervised Learning For Few Shot Medical Image Segmentation

Lev Ayzenberg, Raja Giryes, Hayit Greenspan

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

SAM3D: Segment Anything Model in Volumetric Medical Images

Nhat-Tan Bui, Dinh-Hieu Hoang, Minh-Triet Tran, Gianfranco Doretto, Donald Adjeroh, Brijesh Patel, Arabinda Choudhary, Ngan Le

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

Comments Accepted at ISBI 2024

CDSE-UNet: Enhancing COVID-19 CT Image Segmentation with Canny Edge Detection and Dual-Path SENet Feature Fusion

Jiao Ding, Jie Chang, Renrui Han, Li Yang

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

NeRF Solves Undersampled MRI Reconstruction

Tae Jun Jang, Chang Min Hyun

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

CMISR: Circular Medical Image Super-Resolution

Honggui Li, Nahid Md Lokman Hossain, Maria Trocan, Dimitri Galayko, Mohamad Sawan

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

Prediction of recurrence free survival of head and neck cancer using PET/CT radiomics and clinical information

Mona Furukawa, Daniel R. McGowan, Bartłomiej W. Papież

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

Pay Attention to the Atlas: Atlas-Guided Test-Time Adaptation Method for Robust 3D Medical Image Segmentation

Jingjie Guo, Weitong Zhang, Matthew Sinclair, Daniel Rueckert, Chen Chen

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

Comments Accepted by MICCAI BTSD-1001AI workshop. (Oral presentation).https://btsdmiccai.github.io/

A Complex Quasi-Newton Proximal Method for Image Reconstruction in Compressed Sensing MRI

Tao Hong, Luis Hernandez-Garcia, Jeffrey A. Fessler

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

Comments 26 pages, 26 figures

Journal ref IEEE Transactions on Computational Imaging, 2024

Evaluating Adversarial Robustness of Low dose CT Recovery

Kanchana Vaishnavi Gandikota, Paramanand Chandramouli, Hannah Droege, Michael Moeller

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

Comments MIDL 2023

Fusion of Diffusion Weighted MRI and Clinical Data for Predicting Functional Outcome after Acute Ischemic Stroke with Deep Contrastive Learning

Chia-Ling Tsai, Hui-Yun Su, Shen-Feng Sung, Wei-Yang Lin, Ying-Ying Su, Tzu-Hsien Yang, Man-Lin Mai

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

Comments 12 pages, 5 figures, 5 tables

Quantifying white matter hyperintensity and brain volumes in heterogeneous clinical and low-field portable MRI

Pablo Laso, Stefano Cerri, Annabel Sorby-Adams, Jennifer Guo, Farrah Mateen, Philipp Goebl, Jiaming Wu, Peirong Liu, Hongwei Li, Sean I. Young, Benjamin Billot, Oula Puonti, Gordon Sze, Sam Payabavash, Adam DeHavenon, Kevin N. Sheth, Matthew S. Rosen, John Kirsch, Nicola Strisciuglio, Jelmer M. Wolterink, Arman Eshaghi, Frederik Barkhof, W. Taylor Kimberly, Juan Eugenio Iglesias

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

Weakly Supervised Detection of Pheochromocytomas and Paragangliomas in CT

David C. Oluigboa, Bikash Santra, Tejas Sudharshan Mathai, Pritam Mukherjee, Jianfei Liu, Abhishek Jha, Mayank Patel, Karel Pacak, Ronald M. Summers

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

Comments Accepted at SPIE 2024. arXiv admin note: text overlap with arXiv:2402.00175

Speech motion anomaly detection via cross-modal translation of 4D motion fields from tagged MRI

Xiaofeng Liu, Fangxu Xing, Jiachen Zhuo, Maureen Stone, Jerry L. Prince, Georges El Fakhri, Jonghye Woo

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

Comments SPIE Medical Imaging 2024: Image Processing

When CNN Meet with ViT: Towards Semi-Supervised Learning for Multi-Class Medical Image Semantic Segmentation

Ziyang Wang, Tianze Li, Jian-Qing Zheng, Baoru Huang

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

CT Material Decomposition using Spectral Diffusion Posterior Sampling

Xiao Jiang, Grace J. Gang, J. Webster Stayman

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

Comments 5 pages, 4 figures

ScribFormer: Transformer Makes CNN Work Better for Scribble-based Medical Image Segmentation

Zihan Li, Yuan Zheng, Dandan Shan, Shuzhou Yang, Qingde Li, Beizhan Wang, Yuanting Zhang, Qingqi Hong, Dinggang Shen

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

Comments Accepted by IEEE Transactions on Medical Imaging (TMI)

Weakly-Supervised Detection of Bone Lesions in CT

Tao Sheng, Tejas Sudharshan Mathai, Alexander Shieh, Ronald M. Summers

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

Comments Accepted at SPIE 2024