医学 AI

Deep Learning CT Image Restoration using System Blur and Noise Models

Yijie Yuan, Grace J. Gang, J. Webster Stayman

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

DPER: Diffusion Prior Driven Neural Representation for Limited Angle and Sparse View CT Reconstruction

Chenhe Du, Xiyue Lin, Qing Wu, Xuanyu Tian, Ying Su, Zhe Luo, Rui Zheng, Yang Chen, Hongjiang Wei, S. Kevin Zhou, Jingyi Yu, Yuyao Zhang

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

Comments 16 pages, 11 figures

DiffuX2CT: Diffusion Learning to Reconstruct CT Images from Biplanar X-Rays

Xuhui Liu, Zhi Qiao, Runkun Liu, Hong Li, Juan Zhang, Xiantong Zhen, Zhen Qian, Baochang Zhang

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

Improved Esophageal Varices Assessment from Non-Contrast CT Scans

Chunli Li, Xiaoming Zhang, Yuan Gao, Xiaoli Yin, Le Lu, Ling Zhang, Ke Yan, Yu Shi

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

Comments Early accepted to MICCAI 2024

Adaptive Correspondence Scoring for Unsupervised Medical Image Registration

Xiaoran Zhang, John C. Stendahl, Lawrence Staib, Albert J. Sinusas, Alex Wong, James S. Duncan

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

Comments ECCV 2024 camera-ready version

BrainVoxGen: Deep learning framework for synthesis of Ultrasound to MRI

Shubham Singh, Mrunal Bewoor, Ammar Ranapurwala, Satyam Rai, Sheetal Patil

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

Comments 12 pages, 9 figures

DiffRect: Latent Diffusion Label Rectification for Semi-supervised Medical Image Segmentation

Xinyu Liu, Wuyang Li, Yixuan Yuan

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

Comments MICCAI 2024

Segmenting Medical Images with Limited Data

Zhaoshan Liua, Qiujie Lv, Chau Hung Lee, Lei Shen

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

Comments Neural Networks Accepted

Tissue-Contrastive Semi-Masked Autoencoders for Segmentation Pretraining on Chest CT

Jie Zheng, Ru Wen, Haiqin Hu, Lina Wei, Kui Su, Wei Chen, Chen Liu, Jun Wang

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

CXR-Agent: Vision-language models for chest X-ray interpretation with uncertainty aware radiology reporting

Naman Sharma

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

Comments Supervised by Professor Ben Glocker

Ethics of Generating Synthetic MRI Vocal Tract Views from the Face

Muhammad Suhaib Shahid, Gleb E. Yakubov, Andrew P. French

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

Sample selection with noise rate estimation in noise learning of medical image analysis

Maolin Li, Giacomo Tarroni

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

Comments 22 pages, 4 figures

Joint Diffusion: Mutual Consistency-Driven Diffusion Model for PET-MRI Co-Reconstruction

Taofeng Xie, Zhuo-Xu Cui, Chen Luo, Huayu Wang, Congcong Liu, Yuanzhi Zhang, Xuemei Wang, Yanjie Zhu, Guoqing Chen, Dong Liang, Qiyu Jin, Yihang Zhou, Haifeng Wang

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

HAMIL-QA: Hierarchical Approach to Multiple Instance Learning for Atrial LGE MRI Quality Assessment

K M Arefeen Sultan, Md Hasibul Husain Hisham, Benjamin Orkild, Alan Morris, Eugene Kholmovski, Erik Bieging, Eugene Kwan, Ravi Ranjan, Ed DiBella, Shireen Elhabian

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

Comments Accepted to MICCAI2024, 10 pages, 2 figures

Phy-Diff: Physics-guided Hourglass Diffusion Model for Diffusion MRI Synthesis

Juanhua Zhang, Ruodan Yan, Alessandro Perelli, Xi Chen, Chao Li

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

Comments Accepted by MICCAI 2024

Two-Stage Deep Learning Framework for Quality Assessment of Left Atrial Late Gadolinium Enhanced MRI Images

K M Arefeen Sultan, Benjamin Orkild, Alan Morris, Eugene Kholmovski, Erik Bieging, Eugene Kwan, Ravi Ranjan, Ed DiBella, Shireen Elhabian

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

Comments Accepted to STACOM 2023. 11 pages, 3 figures

MRI Volume-Based Robust Brain Age Estimation Using Weight-Shared Spatial Attention in 3D CNNs

Vamshi Krishna Kancharla, Neelam Sinha

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

7T MRI Synthesization from 3T Acquisitions

Qiming Cui, Duygu Tosun, Pratik Mukherjee, Reza Abbasi-Asl

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

Comments 13 pages including supplemental materials, accepted for presentation at MICCAI 2024

DeSAM: Decoupled Segment Anything Model for Generalizable Medical Image Segmentation

Yifan Gao, Wei Xia, Dingdu Hu, Wenkui Wang, Xin Gao

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

Comments MICCAI 2024

Poisson Ordinal Network for Gleason Group Estimation Using Bi-Parametric MRI

Yinsong Xu, Yipei Wang, Ziyi Shen, Iani J. M. B. Gayo, Natasha Thorley, Shonit Punwani, Aidong Men, Dean Barratt, Qingchao Chen, Yipeng Hu

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

Comments MICCAI 2024

Enhancing Label-efficient Medical Image Segmentation with Text-guided Diffusion Models

Chun-Mei Feng

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

Comments MICCAI 2024, Early Accept

Towards AI Lesion Tracking in PET/CT Imaging: A Siamese-based CNN Pipeline applied on PSMA PET/CT Scans

Stefan P. Hein, Manuel Schultheiss, Andrei Gafita, Raphael Zaum, Farid Yagubbayli, Robert Tauber, Isabel Rauscher, Matthias Eiber, Franz Pfeiffer, Wolfgang A. Weber

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

Comments 25 pages, 9 figures, 3 tables

Learning 3D Gaussians for Extremely Sparse-View Cone-Beam CT Reconstruction

Yiqun Lin, Hualiang Wang, Jixiang Chen, Xiaomeng Li

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

Comments Accepted to MICCAI 2024. Project link: https://github.com/xmed-lab/DIF-Gaussian

Segmenting Medical Images: From UNet to Res-UNet and nnUNet

Lina Huang, Alina Miron, Kate Hone, Yongmin Li

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

Comments 7 pages, 3 figures

Non-Adversarial Learning: Vector-Quantized Common Latent Space for Multi-Sequence MRI

Luyi Han, Tao Tan, Tianyu Zhang, Xin Wang, Yuan Gao, Chunyao Lu, Xinglong Liang, Haoran Dou, Yunzhi Huang, Ritse Mann

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

Highly Accelerated MRI via Implicit Neural Representation Guided Posterior Sampling of Diffusion Models

Jiayue Chu, Chenhe Du, Xiyue Lin, Yuyao Zhang, Hongjiang Wei

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

Artificial Intelligence for Neuro MRI Acquisition: A Review

Hongjia Yang, Guanhua Wang, Ziyu Li, Haoxiang Li, Jialan Zheng, Yuxin Hu, Xiaozhi Cao, Congyu Liao, Huihui Ye, Qiyuan Tian

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

Comments Magn Reson Mater Phy (2024)

H-SynEx: Using synthetic images and ultra-high resolution ex vivo MRI for hypothalamus subregion segmentation

Livia Rodrigues, Martina Bocchetta, Oula Puonti, Douglas Greve, Ana Carolina Londe, Marcondes França, Simone Appenzeller, Juan Eugenio Iglesias, Leticia Rittner

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

Reconstruction of Cardiac Cine MRI Using Motion-Guided Deformable Alignment and Multi-Resolution Fusion

Xiaoxiang Han, Yang Chen, Qiaohong Liu, Yiman Liu, Keyan Chen, Yuanjie Lin, Weikun Zhang

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

Comments 28 pages, 5 tables, 11 figures

Journal ref International Journal of Imaging Systems and Technology 34.4 (2024): e23131

HATs: Hierarchical Adaptive Taxonomy Segmentation for Panoramic Pathology Image Analysis

Ruining Deng, Quan Liu, Can Cui, Tianyuan Yao, Juming Xiong, Shunxing Bao, Hao Li, 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 arXiv admin note: text overlap with arXiv:2402.19286