医学 AI

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

Multimodal Deep Learning for Personalized Renal Cell Carcinoma Prognosis: Integrating CT Imaging and Clinical Data

Maryamalsadat Mahootiha, Hemin Ali Qadir, Jacob Bergsland, Ilangko Balasingham

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

Unsupervised Domain Adaptation for Medical Image Segmentation via Feature-space Density Matching

Tushar Kataria, Beatrice Knudsen, Shireen Elhabian

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

Semi-supervised Domain Adaptive Medical Image Segmentation through Consistency Regularized Disentangled Contrastive Learning

Hritam Basak, Zhaozheng Yin

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

Comments Paper accepted at MICCAI 2023

Efficient Subclass Segmentation in Medical Images

Linrui Dai, Wenhui Lei, Xiaofan Zhang

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

Comments MICCAI 2023 early accept

Prediction of Rapid Early Progression and Survival Risk with Pre-Radiation MRI in WHO Grade 4 Glioma Patients

Walia Farzana, Mustafa M Basree, Norou Diawara, Zeina A. Shboul, Sagel Dubey, Marie M Lockhart, Mohamed Hamza, Joshua D. Palmer, Khan M. Iftekharuddin

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

Transformer-based Annotation Bias-aware Medical Image Segmentation

Zehui Liao, Yutong Xie, Shishuai Hu, Yong Xia

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

Comments MICCAI 2023 Early Accept (Top 14%), 11 pages, 2 figures

Cardiac CT perfusion imaging of pericoronary adipose tissue (PCAT) highlights potential confounds in coronary CTA

Hao Wu, Yingnan Song, Ammar Hoori, Ananya Subramaniam, Juhwan Lee, Justin Kim, Tao Hu, Sadeer Al-Kindi, Wei-Ming Huang, Chun-Ho Yun, Chung-Lieh Hung, Sanjay Rajagopalan, David L. Wilson

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

Comments 13 pages, 8 figures

DiffMix: Diffusion Model-based Data Synthesis for Nuclei Segmentation and Classification in Imbalanced Pathology Image Datasets

Hyun-Jic Oh, Won-Ki Jeong

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

Comments MICCAI 2023 accepted

How to Efficiently Adapt Large Segmentation Model(SAM) to Medical Images

Xinrong Hu, Xiaowei Xu, Yiyu Shi

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

Devil is in Channels: Contrastive Single Domain Generalization for Medical Image Segmentation

Shishuai Hu, Zehui Liao, Yong Xia

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

Comments MICCAI 2023 Early Accept (Top 14%), 12 pages, 5 figures

Limitations of Out-of-Distribution Detection in 3D Medical Image Segmentation

Anton Vasiliuk, Daria Frolova, Mikhail Belyaev, Boris Shirokikh

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

Comments This work has been submitted to the IEEE for possible publication. 10 pages, 5 figures, 5 tables

Accelerated, physics-inspired inference of skeletal muscle microstructure from diffusion-weighted MRI

Noel Naughton, Stacey Cahoon, Brad Sutton, John G. Georgiadis

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

Comments 11 pages, 5 figures, 2 tables

Label-noise-tolerant medical image classification via self-attention and self-supervised learning

Hongyang Jiang, Mengdi Gao, Yan Hu, Qiushi Ren, Zhaoheng Xie, Jiang Liu

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

Comments 11pages, 8 figures

C$^3$PS: Context-aware Conditional Cross Pseudo Supervision for Semi-supervised Medical Image Segmentation

Peng Liu, Guoyan Zheng

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

Single-Stage Broad Multi-Instance Multi-Label Learning (BMIML) with Diverse Inter-Correlations and its application to medical image classification

Qi Lai, Jianhang Zhou, Yanfen Gan, Chi-Man Vong, Deshuang Huang

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

Comments 12 pages

AutoSAM: Adapting SAM to Medical Images by Overloading the Prompt Encoder

Tal Shaharabany, Aviad Dahan, Raja Giryes, Lior Wolf

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

Instructive Feature Enhancement for Dichotomous Medical Image Segmentation

Lian Liu, Han Zhou, Jiongquan Chen, Sijing Liu, Wenlong Shi, Dong Ni, Deng-Ping Fan, Xin Yang

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

Comments Accepted by MICCAI 2023

Learned Alternating Minimization Algorithm for Dual-domain Sparse-View CT Reconstruction

Chi Ding, Qingchao Zhang, Ge Wang, Xiaojing Ye, Yunmei Chen

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

Learning with Explicit Shape Priors for Medical Image Segmentation

Xin You, Junjun He, Jie Yang, Yun Gu

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

Comments 10 pages, 10 figures

The contribution of T2 relaxation time to diffusion MRI quantification and its clinical implications: a hypothesis

Yi Xiang J Wang, Kai-Xuan Zhao, Fu-Zhao Ma, Ben-Heng Xiao

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