医学 AI

Similarity-aware Syncretic Latent Diffusion Model for Medical Image Translation with Representation Learning

Tingyi Lin, Pengju Lyu, Jie Zhang, Yuqing Wang, Cheng Wang, Jianjun Zhu

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

Comments We decide to modify the majority of the content

Assessing the Performance of the DINOv2 Self-supervised Learning Vision Transformer Model for the Segmentation of the Left Atrium from MRI Images

Bipasha Kundu, Bidur Khanal, Richard Simon, Cristian A. Linte

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

Comments 6 pages, 3 figures, SPIE Medical Imaging, 2025

CompaCT: Fractal-Based Heuristic Pixel Segmentation for Lossless Compression of High-Color DICOM Medical Images

Taaha Khan

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

Comments 20 pages, 10 figures, Word PDF

FedFMS: Exploring Federated Foundation Models for Medical Image Segmentation

Yuxi Liu, Guibo Luo, Yuesheng Zhu

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

Comments Accepted by MICCAI'2024

Survey on Adversarial Attack and Defense for Medical Image Analysis: Methods and Challenges

Junhao Dong, Junxi Chen, Xiaohua Xie, Jianhuang Lai, Hao Chen

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

Comments Accepted by ACM Computing Surveys (CSUR) (DOI: https://doi.org/10.1145/3702638)

Temporal and Spatial Super Resolution with Latent Diffusion Model in Medical MRI images

Vishal Dubey

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

Deep Generative Models for 3D Medical Image Synthesis

Paul Friedrich, Yannik Frisch, Philippe C. Cattin

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

Less is More: Selective Reduction of CT Data for Self-Supervised Pre-Training of Deep Learning Models with Contrastive Learning Improves Downstream Classification Performance

Daniel Wolf, Tristan Payer, Catharina Silvia Lisson, Christoph Gerhard Lisson, Meinrad Beer, Michael Götz, Timo Ropinski

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

Comments Published in Computers in Biology and Medicine

Journal ref Computers in Biology and Medicine, Volume 183, 2024

Cascade learning in multi-task encoder-decoder networks for concurrent bone segmentation and glenohumeral joint assessment in shoulder CT scans

Luca Marsilio, Davide Marzorati, Matteo Rossi, Andrea Moglia, Luca Mainardi, Alfonso Manzotti, Pietro Cerveri

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

MedSyn: Text-guided Anatomy-aware Synthesis of High-Fidelity 3D CT Images

Yanwu Xu, Li Sun, Wei Peng, Shuyue Jia, Katelyn Morrison, Adam Perer, Afrooz Zandifar, Shyam Visweswaran, Motahhare Eslami, Kayhan Batmanghelich

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

High-Fidelity 3D Lung CT Synthesis in ARDS Swine Models Using Score-Based 3D Residual Diffusion Models

Siyeop Yoon, Yujin Oh, Xiang Li, Yi Xin, Maurizio Cereda, Quanzheng Li

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

Comments 5 page, 3 figures, Submitted to SPIE 2025-Medical Imaging

REHRSeg: Unleashing the Power of Self-Supervised Super-Resolution for Resource-Efficient 3D MRI Segmentation

Zhiyun Song, Yinjie Zhao, Xiaomin Li, Manman Fei, Xiangyu Zhao, Mengjun Liu, Cunjian Chen, Chung-Hsing Yeh, Qian Wang, Guoyan Zheng, Songtao Ai, Lichi Zhang

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

WDM: 3D Wavelet Diffusion Models for High-Resolution Medical Image Synthesis

Paul Friedrich, Julia Wolleb, Florentin Bieder, Alicia Durrer, Philippe C. Cattin

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

Comments Accepted at DGM4MICCAI 2024. Project page: https://pfriedri.github.io/wdm-3d-io Code: https://github.com/pfriedri/wdm-3d

A foundation model for generalizable disease diagnosis in chest X-ray images

Lijian Xu, Ziyu Ni, Hao Sun, Hongsheng Li, Shaoting Zhang

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

Selecting the Best Sequential Transfer Path for Medical Image Segmentation with Limited Labeled Data

Jingyun Yang, Jingge Wang, Guoqing Zhang, Yang Li

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

A Survey on Trustworthiness in Foundation Models for Medical Image Analysis

Congzhen Shi, Ryan Rezai, Jiaxi Yang, Qi Dou, Xiaoxiao Li

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

LeFusion: Controllable Pathology Synthesis via Lesion-Focused Diffusion Models

Hantao Zhang, Yuhe Liu, Jiancheng Yang, Shouhong Wan, Xinyuan Wang, Wei Peng, Pascal Fua

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

Comments 19 pages

Med-TTT: Vision Test-Time Training model for Medical Image Segmentation

Jiashu Xu

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

Deep Separable Spatiotemporal Learning for Fast Dynamic Cardiac MRI

Zi Wang, Min Xiao, Yirong Zhou, Chengyan Wang, Naiming Wu, Yi Li, Yiwen Gong, Shufu Chang, Yinyin Chen, Liuhong Zhu, Jianjun Zhou, Congbo Cai, He Wang, Di Guo, Guang Yang, Xiaobo Qu

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

Comments 12 pages, 14 figures, 4 tables

Domain Aware Multi-Task Pretraining of 3D Swin Transformer for T1-weighted Brain MRI

Jonghun Kim, Mansu Kim, Hyunjin Park

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

Comments ACCV 2024, 14 pages

Synthesizing beta-amyloid PET images from T1-weighted Structural MRI: A Preliminary Study

Qing Lyu, Jin Young Kim, Jeongchul Kim, Christopher T Whitlow

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

Semi-Supervised Bone Marrow Lesion Detection from Knee MRI Segmentation Using Mask Inpainting Models

Shihua Qin, Ming Zhang, Juan Shan, Taehoon Shin, Jonghye Woo, Fangxu Xing

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

Comments 5 pages, 3 figures, submitted to SPIE Conference on Image Processing

Enhancing MRI-Based Classification of Alzheimer's Disease with Explainable 3D Hybrid Compact Convolutional Transformers

Arindam Majee, Avisek Gupta, Sourav Raha, Swagatam Das

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

Comments 8 pages, 4 figures

Towards General Text-guided Image Synthesis for Customized Multimodal Brain MRI Generation

Yulin Wang, Honglin Xiong, Kaicong Sun, Shuwei Bai, Ling Dai, Zhongxiang Ding, Jiameng Liu, Qian Wang, Qian Liu, Dinggang Shen

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

Comments 23 pages, 9 figures

Advancing Medical Image Segmentation with Mini-Net: A Lightweight Solution Tailored for Efficient Segmentation of Medical Images

Syed Javed, Tariq M. Khan, Abdul Qayyum, Hamid Alinejad-Rokny, Arcot Sowmya, Imran Razzak

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

TEAM PILOT -- Learned Feasible Extendable Set of Dynamic MRI Acquisition Trajectories

Tamir Shor, Chaim Baskin, Alex Bronstein

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

I2I-Galip: Unsupervised Medical Image Translation Using Generative Adversarial CLIP

Yilmaz Korkmaz, Vishal M. Patel

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

Aligning Human Knowledge with Visual Concepts Towards Explainable Medical Image Classification

Yunhe Gao, Difei Gu, Mu Zhou, Dimitris Metaxas

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

Comments MICCAI 2024 Early Accept

Tri-Plane Mamba: Efficiently Adapting Segment Anything Model for 3D Medical Images

Hualiang Wang, Yiqun Lin, Xinpeng Ding, Xiaomeng Li

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

AD-Lite Net: A Lightweight and Concatenated CNN Model for Alzheimer's Detection from MRI Images

Santanu Roy, Archit Gupta, Shubhi Tiwari, Palak Sahu

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

Comments NA