医学 AI

1M parameters are enough? A lightweight CNN-based model for medical image segmentation

Binh-Duong Dinh, Thanh-Thu Nguyen, Thi-Thao Tran, Van-Truong Pham

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

Comments I have fixed Figure 1

Multiscale Progressive Text Prompt Network for Medical Image Segmentation

Xianjun Han, Qianqian Chen, Zhaoyang Xie, Xuejun Li, Hongyu Yang

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

MLA-BIN: Model-level Attention and Batch-instance Style Normalization for Domain Generalization of Federated Learning on Medical Image Segmentation

Fubao Zhu, Yanhui Tian, Chuang Han, Yanting Li, Jiaofen Nan, Ni Yao, Weihua Zhou

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

Comments 9 pages, 8 figures, 2 tables

SimPLe: Similarity-Aware Propagation Learning for Weakly-Supervised Breast Cancer Segmentation in DCE-MRI

Yuming Zhong, Yi Wang

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

Introducing A Novel Method For Adaptive Thresholding In Brain Tumor Medical Image Segmentation

Ali Fayzi, Mohammad Fayzi, Mostafa Forotan

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

Comments 5 pages , 4 figures , 3 formula

Faithful Synthesis of Low-dose Contrast-enhanced Brain MRI Scans using Noise-preserving Conditional GANs

Thomas Pinetz, Erich Kobler, Robert Haase, Katerina Deike-Hofmann, Alexander Radbruch, Alexander Effland

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

Comments Early accepted by MICCAI 2023

MEPNet: A Model-Driven Equivariant Proximal Network for Joint Sparse-View Reconstruction and Metal Artifact Reduction in CT Images

Hong Wang, Minghao Zhou, Dong Wei, Yuexiang Li, Yefeng Zheng

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

Comments MICCAI 2023

Brain Anatomy Prior Modeling to Forecast Clinical Progression of Cognitive Impairment with Structural MRI

Lintao Zhang, Jinjian Wu, Lihong Wang, Li Wang, David C. Steffens, Shijun Qiu, Guy G. Potter, Mingxia Liu

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

Towards Generalizable Medical Image Segmentation with Pixel-wise Uncertainty Estimation

Shuai Wang, Zipei Yan, Daoan Zhang, Zhongsen Li, Sirui Wu, Wenxuan Chen, Rui Li

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

Comments 10 pages, 3 figures

Input Augmentation with SAM: Boosting Medical Image Segmentation with Segmentation Foundation Model

Yizhe Zhang, Tao Zhou, Shuo Wang, Peixian Liang, Danny Z. Chen

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

Comments GitHub: https://github.com/yizhezhang2000/SAMAug. Comments and questions are welcome

MRI-MECH: Mechanics-informed MRI to estimate esophageal health

Sourav Halder, Ethan M. Johnson, Jun Yamasaki, Peter J. Kahrilas, Michael Markl, John E. Pandolfino, Neelesh A. Patankar

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

Comments 21 pages, 15 figures

Journal ref Frontiers in Physiology. 14 (2023)

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