医学 AI

TG-LMM: Enhancing Medical Image Segmentation Accuracy through Text-Guided Large Multi-Modal Model

Yihao Zhao, Enhao Zhong, Cuiyun Yuan, Yang Li, Man Zhao, Chunxia Li, Jun Hu, Chenbin Liu

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

Comments 11 pages, 2 figures

MobileUNETR: A Lightweight End-To-End Hybrid Vision Transformer For Efficient Medical Image Segmentation

Shehan Perera, Yunus Erzurumlu, Deepak Gulati, Alper Yilmaz

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

Comments Accepted at ECCV 2024 - BioImage Computing Workshop (Oral)

Rethinking Barely-Supervised Volumetric Medical Image Segmentation from an Unsupervised Domain Adaptation Perspective

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

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

CT-SDM: A Sampling Diffusion Model for Sparse-View CT Reconstruction across All Sampling Rates

Liutao Yang, Jiahao Huang, Guang Yang, Daoqiang Zhang

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

TASL-Net: Tri-Attention Selective Learning Network for Intelligent Diagnosis of Bimodal Ultrasound Video

Chengqian Zhao, Zhao Yao, Zhaoyu Hu, Yuanxin Xie, Yafang Zhang, Yuanyuan Wang, Shuo Li, Jianhua Zhou, Jianqiao Zhou, Yin Wang, Jinhua Yu

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

Curriculum Prompting Foundation Models for Medical Image Segmentation

Xiuqi Zheng, Yuhang Zhang, Haoran Zhang, Hongrui Liang, Xueqi Bao, Zhuqing Jiang, Qicheng Lao

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

Comments Accepted by MICCAI 2024

IAFI-FCOS: Intra- and across-layer feature interaction FCOS model for lesion detection of CT images

Qiu Guan, Mengjie Pan, Feng Chen, Zhiqiang Yang, Zhongwen Yu, Qianwei Zhou, Haigen Hu

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

Comments 2024 IJCNN

Evolution-aware VAriance (EVA) Coreset Selection for Medical Image Classification

Yuxin Hong, Xiao Zhang, Xin Zhang, Joey Tianyi Zhou

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

Comments Accepted by ACM Multimedia 2024 (oral), see: https://openreview.net/forum?id=m1qrB9KSYD

Aligning Medical Images with General Knowledge from Large Language Models

Xiao Fang, Yi Lin, Dong Zhang, Kwang-Ting Cheng, Hao Chen

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

ReXamine-Global: A Framework for Uncovering Inconsistencies in Radiology Report Generation Metrics

Oishi Banerjee, Agustina Saenz, Kay Wu, Warren Clements, Adil Zia, Dominic Buensalido, Helen Kavnoudias, Alain S. Abi-Ghanem, Nour El Ghawi, Cibele Luna, Patricia Castillo, Khaled Al-Surimi, Rayyan A. Daghistani, Yuh-Min Chen, Heng-sheng Chao, Lars Heiliger, Moon Kim, Johannes Haubold, Frederic Jonske, Pranav Rajpurkar

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

Field-of-View Extension for Brain Diffusion MRI via Deep Generative Models

Chenyu Gao, Shunxing Bao, Michael Kim, Nancy Newlin, Praitayini Kanakaraj, Tianyuan Yao, Gaurav Rudravaram, Yuankai Huo, Daniel Moyer, Kurt Schilling, Walter Kukull, Arthur Toga, Derek Archer, Timothy Hohman, Bennett Landman, Zhiyuan Li

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

Comments 20 pages, 11 figures

Journal ref Journal of Medical Imaging, Vol. 11, Issue 4, 044008 (August 2024)

AutoSamp: Autoencoding k-space Sampling via Variational Information Maximization for 3D MRI

Cagan Alkan, Morteza Mardani, Congyu Liao, Zhitao Li, Shreyas S. Vasanawala, John M. Pauly

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

Comments Accepted for publication in IEEE Transactions on Medical Imaging (TMI)

Text-guided Foundation Model Adaptation for Long-Tailed Medical Image Classification

Sirui Li, Li Lin, Yijin Huang, Pujin Cheng, Xiaoying Tang

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

Comments Accepted by IEEE ISBI 2024

Uncovering Knowledge Gaps in Radiology Report Generation Models through Knowledge Graphs

Xiaoman Zhang, Julián N. Acosta, Hong-Yu Zhou, Pranav Rajpurkar

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

Comments Code is available at: https://github.com/rajpurkarlab/ReXKG

MSVM-UNet: Multi-Scale Vision Mamba UNet for Medical Image Segmentation

Chaowei Chen, Li Yu, Shiquan Min, Shunfang Wang

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

Comments 8 pages, 5 figures

Size Aware Cross-shape Scribble Supervision for Medical Image Segmentation

Jing Yuan, Tania Stathaki

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

Edge-guided and Cross-scale Feature Fusion Network for Efficient Multi-contrast MRI Super-Resolution

Zhiyuan Yang, Bo Zhang, Zhiqiang Zeng, Si Yong Yeo

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

Comments submitted to ICPR2024

Multi-rater Prompting for Ambiguous Medical Image Segmentation

Jinhong Wang, Yi Cheng, Jintai Chen, Hongxia Xu, Danny Chen, Jian Wu

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

Comments Accepted by BIBM 2024

Class-balanced Open-set Semi-supervised Object Detection for Medical Images

Zhanyun Lu, Renshu Gu, Huimin Cheng, Siyu Pang, Mingyu Xu, Peifang Xu, Yaqi Wang, Yuichiro Kinoshita, Juan Ye, Gangyong Jia, Qing Wu

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

Joint PET-MRI Reconstruction with Diffusion Stochastic Differential Model

Taofeng Xie, Zhuoxu Cui, Congcong Liu, Chen Luo, Huayu Wang, Yuanzhi Zhang, Xuemei Wang, Yihang Zhou, Qiyu Jin, Guoqing Chen, Dong Liang, Haifeng Wang

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

Comments Accepted as ISMRM 2024 Digital poster 6575. 04-09 May 2024 Singapore

Journal ref ISMRM 2024 Digital poster 6575

Enhancing Cross-Modal Medical Image Segmentation through Compositionality

Aniek Eijpe, Valentina Corbetta, Kalina Chupetlovska, Regina Beets-Tan, Wilson Silva

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

Comments 11 pages, 3 figures, 2 tables. Accepted at Deep Generative Models workshop @ MICCAI 2024 (DGM4MICCAI). This is the submitted manuscript with added link to github repo, funding acknowledgements and authors' names and affiliations. No further post submission improvements or corrections were integrated. Final version not published yet

Semi-supervised Medical Image Segmentation via Query Distribution Consistency

Rong Wu, Dehua Li, Cong Zhang

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

Comments Submitted to IEEE ISBI 2024

Dual-View Pyramid Pooling in Deep Neural Networks for Improved Medical Image Classification and Confidence Calibration

Xiaoqing Zhang, Qiushi Nie, Zunjie Xiao, Jilu Zhao, Xiao Wu, Pengxin Guo, Runzhi Li, Jin Liu, Yanjie Wei, Yi Pan

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

Comments 30

SeLoRA: Self-Expanding Low-Rank Adaptation of Latent Diffusion Model for Medical Image Synthesis

Yuchen Mao, Hongwei Li, Wei Pang, Giorgos Papanastasiou, Guang Yang, Chengjia Wang

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

Comments Project Page: https://yuchen20.github.io/SeLoRA.github.io/

Diffuse-UDA: Addressing Unsupervised Domain Adaptation in Medical Image Segmentation with Appearance and Structure Aligned Diffusion Models

Haifan Gong, Yitao Wang, Yihan Wang, Jiashun Xiao, Xiang Wan, Haofeng Li

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

Enhancing 3D Transformer Segmentation Model for Medical Image with Token-level Representation Learning

Xinrong Hu, Dewen Zeng, Yawen Wu, Xueyang Li, Yiyu Shi

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

HySparK: Hybrid Sparse Masking for Large Scale Medical Image Pre-Training

Fenghe Tang, Ronghao Xu, Qingsong Yao, Xueming Fu, Quan Quan, Heqin Zhu, Zaiyi Liu, S. Kevin Zhou

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

Comments Early accept at MICCAI 2024

SAM2-Adapter: Evaluating & Adapting Segment Anything 2 in Downstream Tasks: Camouflage, Shadow, Medical Image Segmentation, and More

Tianrun Chen, Ankang Lu, Lanyun Zhu, Chaotao Ding, Chunan Yu, Deyi Ji, Zejian Li, Lingyun Sun, Papa Mao, Ying Zang

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

Comments arXiv admin note: text overlap with arXiv:2304.09148

CoBooM: Codebook Guided Bootstrapping for Medical Image Representation Learning

Azad Singh, Deepak Mishra

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

Comments Accepted in MICCAI 2024

Can Rule-Based Insights Enhance LLMs for Radiology Report Classification? Introducing the RadPrompt Methodology

Panagiotis Fytas, Anna Breger, Ian Selby, Simon Baker, Shahab Shahipasand, Anna Korhonen

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

Comments Accepted at BioNLP, ACL 2024