医学 AI

Few-shot medical image classification with simple shape and texture text descriptors using vision-language models

Michal Byra, Muhammad Febrian Rachmadi, Henrik Skibbe

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

Comments 13 pages, 5 figures

Numerical Uncertainty of Convolutional Neural Networks Inference for Structural Brain MRI Analysis

Inés Gonzalez Pepe, Vinuyan Sivakolunthu, Hae Lang Park, Yohan Chatelain, Tristan Glatard

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

Accelerated respiratory-resolved 4D-MRI with separable spatio-temporal neural networks

Maarten Terpstra, Matteo Maspero, Joost Verhoeff, Cornelis van den Berg

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

Comments Code available at https://gitlab.com/computational-imaging-lab/modest

Journal ref Med Phys. 2023; 1-12

MIM-OOD: Generative Masked Image Modelling for Out-of-Distribution Detection in Medical Images

Sergio Naval Marimont, Vasilis Siomos, Giacomo Tarroni

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

Comments 12 pages, 5 figures. Accepted in DGM4MICCAI workshop @ MICCAI 2023

Data-Centric Diet: Effective Multi-center Dataset Pruning for Medical Image Segmentation

Yongkang He, Mingjin Chen, Zhijing Yang, Yongyi Lu

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

Comments Accepted by ICML workshops 2023

Explainable Cost-Sensitive Deep Neural Networks for Brain Tumor Detection from Brain MRI Images considering Data Imbalance

Md Tanvir Rouf Shawon, G. M. Shahariar Shibli, Farzad Ahmed, Sajib Kumar Saha Joy

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

3D Medical Image Segmentation with Sparse Annotation via Cross-Teaching between 3D and 2D Networks

Heng Cai, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao

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

Comments MICCAI 2023 Early Accept

ScribbleVC: Scribble-supervised Medical Image Segmentation with Vision-Class Embedding

Zihan Li, Yuan Zheng, Xiangde Luo, Dandan Shan, Qingqi Hong

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

Comments Accepted by ACM MM 2023, project page: https://github.com/HUANGLIZI/ScribbleVC

Class-Specific Distribution Alignment for Semi-Supervised Medical Image Classification

Zhongzheng Huang, Jiawei Wu, Tao Wang, Zuoyong Li, Anastasia Ioannou

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

Comments Paper appears in Computers in Biology and Medicine 2023, 164, 107280

Compete to Win: Enhancing Pseudo Labels for Barely-supervised Medical Image Segmentation

Huimin Wu, Xiaomeng Li, Yiqun Lin, Kwang-Ting Cheng

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

Comments Accepted by TMI (in IEEE Transactions on Neural Networks and Learning Systems). Code available at https://github.com/Huiimin5/comwin

Exploring Feature Representation Learning for Semi-supervised Medical Image Segmentation

Huimin Wu, Xiaomeng Li, Kwang-Ting Cheng

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

Comments Accepted by TNNLS (IEEE Transactions on Neural Networks and Learning Systems). Code available at: https://github.com/Huiimin5/AUA

Anatomy-Aware Lymph Node Detection in Chest CT using Implicit Station Stratification

Ke Yan, Dakai Jin, Dazhou Guo, Minfeng Xu, Na Shen, Xian-Sheng Hua, Xianghua Ye, Le Lu

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

Learning Transferable Object-Centric Diffeomorphic Transformations for Data Augmentation in Medical Image Segmentation

Nilesh Kumar, Prashnna K. Gyawali, Sandesh Ghimire, Linwei Wang

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

Comments Accepted at MICCAI 2023

CT-Net: Arbitrary-Shaped Text Detection via Contour Transformer

Zhiwen Shao, Yuchen Su, Yong Zhou, Fanrong Meng, Hancheng Zhu, Bing Liu, Rui Yao

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

Comments This paper has been accepted by IEEE Transactions on Circuits and Systems for Video Technology

SwinMM: Masked Multi-view with Swin Transformers for 3D Medical Image Segmentation

Yiqing Wang, Zihan Li, Jieru Mei, Zihao Wei, Li Liu, Chen Wang, Shengtian Sang, Alan Yuille, Cihang Xie, Yuyin Zhou

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

Comments MICCAI 2023; project page: https://github.com/UCSC-VLAA/SwinMM/

SL: Stable Learning in Source-Free Domain Adaption for Medical Image Segmentation

Yixin Chen, Yan Wang

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

COLosSAL: A Benchmark for Cold-start Active Learning for 3D Medical Image Segmentation

Han Liu, Hao Li, Xing Yao, Yubo Fan, Dewei Hu, Benoit Dawant, Vishwesh Nath, Zhoubing Xu, Ipek Oguz

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

Comments Accepted by MICCAI 2023

Pick the Best Pre-trained Model: Towards Transferability Estimation for Medical Image Segmentation

Yuncheng Yang, Meng Wei, Junjun He, Jie Yang, Jin Ye, Yun Gu

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

Comments MICCAI2023(Early Accepted)

Consistency-guided Meta-Learning for Bootstrapping Semi-Supervised Medical Image Segmentation

Qingyue Wei, Lequan Yu, Xianhang Li, Wei Shao, Cihang Xie, Lei Xing, Yuyin Zhou

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

Comments Accepted to MICCAI 2023. Code is publicly available at https://github.com/aijinrjinr/MLB-Seg

Score-Based Generative Models for Medical Image Segmentation using Signed Distance Functions

Lea Bogensperger, Dominik Narnhofer, Filip Ilic, Thomas Pock

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

Bayesian MRI Reconstruction with Joint Uncertainty Estimation using Diffusion Models

Guanxiong Luo, Moritz Blumenthal, Martin Heide, Martin Uecker

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

Journal ref Magn Reson Med 2023;90:295-311

DVPT: Dynamic Visual Prompt Tuning of Large Pre-trained Models for Medical Image Analysis

Along He, Kai Wang, Zhihong Wang, Tao Li, Huazhu Fu

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

Source-Free Domain Adaptation for Medical Image Segmentation via Prototype-Anchored Feature Alignment and Contrastive Learning

Qinji Yu, Nan Xi, Junsong Yuan, Ziyu Zhou, Kang Dang, Xiaowei Ding

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

Comments Accepted by MICCAI23

Real-time myocardial landmark tracking for MRI-guided cardiac radio-ablation using Gaussian Processes

Niek R. F. Huttinga, Osman Akdag, Martin F. Fast, Joost Verhoeff, Firdaus A. A. Mohamed Hoesein, Cornelis A. T. van den Berg, Alessandro Sbrizzi, Stefano Mandija

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

EVIL: Evidential Inference Learning for Trustworthy Semi-supervised Medical Image Segmentation

Yingyu Chen, Ziyuan Yang, Chenyu Shen, Zhiwen Wang, Yang Qin, Yi Zhang

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

Synchronous Image-Label Diffusion Probability Model with Application to Stroke Lesion Segmentation on Non-contrast CT

Jianhai Zhang, Tonghua Wan, Ethan MacDonald, Bijoy Menon, Aravind Ganesh, Qiu Wu

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

Unify, Align and Refine: Multi-Level Semantic Alignment for Radiology Report Generation

Yaowei Li, Bang Yang, Xuxin Cheng, Zhihong Zhu, Hongxiang Li, Yuexian Zou

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

Comments 1)Reassessment of author contributions. 2)Try to solve the problem that Google Scholar does not display the all authors

Correlation-Aware Mutual Learning for Semi-supervised Medical Image Segmentation

Shengbo Gao, Ziji Zhang, Jiechao Ma, Zihao Li, Shu Zhang

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

Comments MICCAI2023 early accepted, camera ready version

DiffMIC: Dual-Guidance Diffusion Network for Medical Image Classification

Yijun Yang, Huazhu Fu, Angelica I. Aviles-Rivero, Carola-Bibiane Schönlieb, Lei Zhu

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

SPLAL: Similarity-based pseudo-labeling with alignment loss for semi-supervised medical image classification

Md Junaid Mahmood, Pranaw Raj, Divyansh Agarwal, Suruchi Kumari, Pravendra Singh

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

Comments Under Review