医学 AI

Fast MRI Reconstruction via Edge Attention

Hanhui Yang, Juncheng Li, Lok Ming Lui, Shihui Ying, Jun Shi, Tieyong Zeng

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

Comments 10 figures, 5 tables

SADM: Sequence-Aware Diffusion Model for Longitudinal Medical Image Generation

Jee Seok Yoon, Chenghao Zhang, Heung-Il Suk, Jia Guo, Xiaoxiao Li

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

Comments To be published in Information Processing in Medical Imaging 2023 (IPMI 2023)

Journal ref Proceedings of Information Processing in Medical Imaging, 2023, pp. 388-400

Accurate Airway Tree Segmentation in CT Scans via Anatomy-aware Multi-class Segmentation and Topology-guided Iterative Learning

Puyang Wang, Dazhou Guo, Dandan Zheng, Minghui Zhang, Haogang Yu, Xin Sun, Jia Ge, Yun Gu, Le Lu, Xianghua Ye, Dakai Jin

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

Annotator Consensus Prediction for Medical Image Segmentation with Diffusion Models

Tomer Amit, Shmuel Shichrur, Tal Shaharabany, Lior Wolf

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

Comments arXiv admin note: text overlap with arXiv:2112.00390

Temporally-Extended Prompts Optimization for SAM in Interactive Medical Image Segmentation

Chuyun Shen, Wenhao Li, Ya Zhang, Xiangfeng Wang

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

Comments 17 pages, 5 figures

The Beauty or the Beast: Which Aspect of Synthetic Medical Images Deserves Our Focus?

Xiaodan Xing, Yang Nan, Federico Felder, Simon Walsh, Guang Yang

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

Comments CBMS 2023

Channel prior convolutional attention for medical image segmentation

Hejun Huang, Zuguo Chen, Ying Zou, Ming Lu, Chaoyang Chen

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

ViG-UNet: Vision Graph Neural Networks for Medical Image Segmentation

Juntao Jiang, Xiyu Chen, Guanzhong Tian, Yong Liu

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

Comments Accepted at ISBI 2023. This version fixes some errors in the camera-ready version. We misused mIoU and mDice in the camera-ready version; however, it should be the IoU and Dice of the lesions, excluding the background. And some mistakes in citations and formulas are also fixed

MRI Reconstruction with Side Information using Diffusion Models

Brett Levac, Ajil Jalal, Kannan Ramchandran, Jonathan I. Tamir

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

DisC-Diff: Disentangled Conditional Diffusion Model for Multi-Contrast MRI Super-Resolution

Ye Mao, Lan Jiang, Xi Chen, Chao Li

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

Comments Early Accepted by MICCAI 2023

Modality-Agnostic Learning for Medical Image Segmentation Using Multi-modality Self-distillation

Qisheng He, Nicholas Summerfield, Ming Dong, Carri Glide-Hurst

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

DiffuseExpand: Expanding dataset for 2D medical image segmentation using diffusion models

Shitong Shao, Xiaohan Yuan, Zhen Huang, Ziming Qiu, Shuai Wang, Kevin Zhou

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

Comments Accepted by IJCAI workshop (1st International Workshop on Generalizing from Limited Resources in the Open World). pre-version was rejected by MICCAI

Diffusion Models for Medical Image Analysis: A Comprehensive Survey

Amirhossein Kazerouni, Ehsan Khodapanah Aghdam, Moein Heidari, Reza Azad, Mohsen Fayyaz, Ilker Hacihaliloglu, Dorit Merhof

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

Comments Third revision: including more papers and further discussions

Interpretable simultaneous localization of MRI corpus callosum and classification of atypical Parkinsonian disorders using YOLOv5

Vamshi Krishna Kancharla, Debanjali Bhattacharya, Neelam Sinha, Jitender Saini, Pramod Kumar Pal, Sandhya M

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

Evaluation of Multi-indicator And Multi-organ Medical Image Segmentation Models

Qi Ye, Lihua Guo

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

MCDIP-ADMM: Overcoming Overfitting in DIP-based CT reconstruction

Chen Cheng, Qingping Zhou

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

Comments 25 pages

Incremental Learning for Heterogeneous Structure Segmentation in Brain Tumor MRI

Xiaofeng Liu, Helen A. Shih, Fangxu Xing, Emiliano Santarnecchi, Georges El Fakhri, Jonghye Woo

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

Comments Early Accept to MICCAI 2023

Scale-aware Super-resolution Network with Dual Affinity Learning for Lesion Segmentation from Medical Images

Yanwen Li, Luyang Luo, Huangjing Lin, Pheng-Ann Heng, Hao Chen

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

Comments Journal paper under review. 10 pages. The first two authors contributed equally

Patcher: Patch Transformers with Mixture of Experts for Precise Medical Image Segmentation

Yanglan Ou, Ye Yuan, Xiaolei Huang, Stephen T. C. Wong, John Volpi, James Z. Wang, Kelvin Wong

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

Comments MICCAI 2022

NexToU: Efficient Topology-Aware U-Net for Medical Image Segmentation

Pengcheng Shi, Xutao Guo, Yanwu Yang, Chenfei Ye, Ting Ma

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

Comments 13 pages, 6 figures

Advanced Medical Image Representation for Efficient Processing and Transfer in Multisite Clouds

Elena-Simona Apostol, Ciprian-Octavian Truică

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

Accelerated partial separable model using dimension-reduced optimization technique for ultra-fast cardiac MRI

Zhongsen Li, Aiqi Sun, Chuyu Liu, Haining Wei, Shuai Wang, Mingzhu Fu, Rui Li

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

Comments 23 pages, 11 figures. Accepted as manuscript on Physics in Medicine & Biology

Control of a simulated MRI scanner with deep reinforcement learning

Simon Walker-Samuel

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

Federated Cross Learning for Medical Image Segmentation

Xuanang Xu, Hannah H. Deng, Tianyi Chen, Tianshu Kuang, Joshua C. Barber, Daeseung Kim, Jaime Gateno, James J. Xia, Pingkun Yan

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

Comments v1: 10 pages, 4 figures; v2: 12 pages, 5 figures, accepted by Medical Imaging with Deep Learning (MIDL) 2023 conference, camera-ready version available at https://openreview.net/forum?id=DrZbwobH_zo , source code available at https://github.com/DIAL-RPI/FedCross

Automated Claustrum Segmentation in Human Brain MRI Using Deep Learning

Hongwei Li, Aurore Menegaux, Benita Schmitz-Koep, Antonia Neubauer, Felix JB Bäuerlein, Suprosanna Shit, Christian Sorg, Bjoern Menze, Dennis Hedderich

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

Comments final version

A Densely Interconnected Network for Deep Learning Accelerated MRI

Jon Andre Ottesen, Matthan W. A. Caan, Inge Rasmus Groote, Atle Bjørnerud

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

CNN-based fully automatic mitral valve extraction using CT images and existence probability maps

Yukiteru Masuda, Ryo Ishikawa, Toru Tanaka, Gakuto Aoyama, Keitaro Kawashima, James V. Chapman, Masahiko Asami, Michael Huy Cuong Pham, Klaus Fuglsang Kofoed, Takuya Sakaguchi, Kiyohide Satoh

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

Comments 15 pages, 6 figure, 3 table. changed title, modified taipo

P2T2: a Physically-primed deep-neural-network approach for robust $T_{2}$ distribution estimation from quantitative $T_{2}$-weighted MRI

Hadas Ben-Atya, Moti Freiman

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

Skeleton Graph-based Ultrasound-CT Non-rigid Registration

Zhongliang Jiang, Xuesong Li, Chenyu Zhang, Yuan Bi, Walter Stechele, Nassir Navab

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

Comments online video: https://www.youtube.com/watch?v=LkSHL7FJ8eU

SVD-DIP: Overcoming the Overfitting Problem in DIP-based CT Reconstruction

Marco Nittscher, Michael Lameter, Riccardo Barbano, Johannes Leuschner, Bangti Jin, Peter Maass

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