医学 AI

Self-Prior Guided Mamba-UNet Networks for Medical Image Super-Resolution

Zexin Ji, Beiji Zou, Xiaoyan Kui, Pierre Vera, Su Ruan

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

Cross Prompting Consistency with Segment Anything Model for Semi-supervised Medical Image Segmentation

Juzheng Miao, Cheng Chen, Keli Zhang, Jie Chuai, Quanzheng Li, Pheng-Ann Heng

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

Comments Accepted at MICCAI 2024

Self-Paced Sample Selection for Barely-Supervised Medical Image Segmentation

Junming Su, Zhiqiang Shen, Peng Cao, Jinzhu Yang, Osmar R. Zaiane

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

Comments Accepted to MICCAI 2024

Cross-Modal Conditioned Reconstruction for Language-guided Medical Image Segmentation

Xiaoshuang Huang, Hongxiang Li, Meng Cao, Long Chen, Chenyu You, Dong An

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

SAM Fewshot Finetuning for Anatomical Segmentation in Medical Images

Weiyi Xie, Nathalie Willems, Shubham Patil, Yang Li, Mayank Kumar

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

Comments 9 pages, Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision. 2024

Data-Driven Tissue- and Subject-Specific Elastic Regularization for Medical Image Registration

Anna Reithmeir, Lina Felsner, Rickmer Braren, Julia A. Schnabel, Veronika A. Zimmer

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

Comments Accepted at MICCAI 2024

FedIA: Federated Medical Image Segmentation with Heterogeneous Annotation Completeness

Yangyang Xiang, Nannan Wu, Li Yu, Xin Yang, Kwang-Ting Cheng, Zengqiang Yan

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

Comments Early accepted by MICCAI 2024

Self-distilled Masked Attention guided masked image modeling with noise Regularized Teacher (SMART) for medical image analysis

Jue Jiang, Aneesh Rangnekar, Chloe Min Seo Choi, Harini Veeraraghavan

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

Comments Paper is under review at TMI

Fine-grained Prompt Tuning: A Parameter and Memory Efficient Transfer Learning Method for High-resolution Medical Image Classification

Yijin Huang, Pujin Cheng, Roger Tam, Xiaoying Tang

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

Comments MICCAI 2024

Universal Semi-Supervised Learning for Medical Image Classification

Lie Ju, Yicheng Wu, Wei Feng, Zhen Yu, Lin Wang, Zhuoting Zhu, Zongyuan Ge

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

pFLFE: Cross-silo Personalized Federated Learning via Feature Enhancement on Medical Image Segmentation

Luyuan Xie, Manqing Lin, Siyuan Liu, ChenMing Xu, Tianyu Luan, Cong Li, Yuejian Fang, Qingni Shen, Zhonghai Wu

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

BMapEst: Estimation of Brain Tissue Probability Maps using a Differentiable MRI Simulator

Utkarsh Gupta, Emmanouil Nikolakakis, Moritz Zaiss, Razvan Marinescu

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

Diffusion Schrödinger Bridge Models for High-Quality MR-to-CT Synthesis for Head and Neck Proton Treatment Planning

Muheng Li, Xia Li, Sairos Safai, Damien Weber, Antony Lomax, Ye Zhang

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

Comments International Conference on the use of Computers in Radiation therapy (ICCR)

Adaptive Critical Subgraph Mining for Cognitive Impairment Conversion Prediction with T1-MRI-based Brain Network

Yilin Leng, Wenju Cui, Bai Chen, Xi Jiang, Shuangqing Chen, Jian Zheng

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

Comments 20 pages

BSDA: Bayesian Random Semantic Data Augmentation for Medical Image Classification

Yaoyao Zhu, Xiuding Cai, Xueyao Wang, Xiaoqing Chen, Yu Yao, Zhongliang Fu

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

Few-Shot Medical Image Segmentation with High-Fidelity Prototypes

Song Tang, Shaxu Yan, Xiaozhi Qi, Jianxin Gao, Mao Ye, Jianwei Zhang, Xiatian Zhu

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

TSynD: Targeted Synthetic Data Generation for Enhanced Medical Image Classification

Joshua Niemeijer, Jan Ehrhardt, Hristina Uzunova, Heinz Handels

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

CT-Bound: Robust Boundary Detection From Noisy Images Via Hybrid Convolution and Transformer Neural Networks

Wei Xu, Junjie Luo, Qi Guo

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

An annotated instance segmentation XXL-CT data-set from a historic airplane

Roland Gruber, Nils Reims, Andreas Hempfer, Stefan Gerth, Michael Böhnel, Theobald Fuchs, Michael Salamon, Thomas Wittenberg

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

Journal ref Scientific Data, 2024, volume 11, number 1

Physics-Informed Deep Learning for Motion-Corrected Reconstruction of Quantitative Brain MRI

Hannah Eichhorn, Veronika Spieker, Kerstin Hammernik, Elisa Saks, Kilian Weiss, Christine Preibisch, Julia A. Schnabel

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

Comments Accepted at MICCAI 2024

Skip and Skip: Segmenting Medical Images with Prompts

Jiawei Chen, Dingkang Yang, Yuxuan Lei, Lihua Zhang

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

Comments Work in progress

Extraction of 3D trajectories of mandibular condyles from 2D real-time MRI

Karyna Isaieva, Justine Leclère, Guillaume Paillart, Guillaume Drouot, Jacques Felblinger, Xavier Dubernard, Pierre-André Vuissoz

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

SSAD: Self-supervised Auxiliary Detection Framework for Panoramic X-ray based Dental Disease Diagnosis

Zijian Cai, Xinquan Yang, Xuguang Li, Xiaoling Luo, Xuechen Li, Linlin Shen, He Meng, Yongqiang Deng

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

Low-Rank Mixture-of-Experts for Continual Medical Image Segmentation

Qian Chen, Lei Zhu, Hangzhou He, Xinliang Zhang, Shuang Zeng, Qiushi Ren, Yanye Lu

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

Boosting Medical Image Classification with Segmentation Foundation Model

Pengfei Gu, Zihan Zhao, Hongxiao Wang, Yaopeng Peng, Yizhe Zhang, Nishchal Sapkota, Chaoli Wang, Danny Z. Chen

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

Clean self-supervised MRI reconstruction from noisy, sub-sampled training data with Robust SSDU

Charles Millard, Mark Chiew

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

Comments Submitted to IEEE Transactions on Computational Imaging

Comparative Analysis of Deep Convolutional Neural Networks for Detecting Medical Image Deepfakes

Abdel Rahman Alsabbagh, Omar Al-Kadi

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

Comments 11 pages, 7 figures, 4 tables

Parameter-Efficient Fine-Tuning for Medical Image Analysis: The Missed Opportunity

Raman Dutt, Linus Ericsson, Pedro Sanchez, Sotirios A. Tsaftaris, Timothy Hospedales

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

Comments Accepted as Oral Presentation at MIDL 2024

Neuro-TransUNet: Segmentation of stroke lesion in MRI using transformers

Muhammad Nouman, Mohamed Mabrok, Essam A. Rashed

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

Comments 10 pages, 6 figures

A Dual-View Approach to Classifying Radiology Reports by Co-Training

Yutong Han, Yan Yuan, Lili Mou

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

Comments Accepted by LREC-COLING 2024