医学 AI

MoreStyle: Relax Low-frequency Constraint of Fourier-based Image Reconstruction in Generalizable Medical Image Segmentation

Haoyu Zhao, Wenhui Dong, Rui Yu, Zhou Zhao, Du Bo, Yongchao Xu

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

Comments MICCAI2024

WIA-LD2ND: Wavelet-based Image Alignment for Self-supervised Low-Dose CT Denoising

Haoyu Zhao, Yuliang Gu, Zhou Zhao, Bo Du, Yongchao Xu, Rui Yu

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

Comments MICCAI2024

AstMatch: Adversarial Self-training Consistency Framework for Semi-Supervised Medical Image Segmentation

Guanghao Zhu, Jing Zhang, Juanxiu Liu, Xiaohui Du, Ruqian Hao, Yong Liu, Lin Liu

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

Using a Convolutional Neural Network and Explainable AI to Diagnose Dementia Based on MRI Scans

Tyler Morris, Ziming Liu, Longjian Liu, Xiaopeng Zhao

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

Comments 4 pages, 4 figures

Enhancing Global Sensitivity and Uncertainty Quantification in Medical Image Reconstruction with Monte Carlo Arbitrary-Masked Mamba

Jiahao Huang, Liutao Yang, Fanwen Wang, Yang Nan, Weiwen Wu, Chengyan Wang, Kuangyu Shi, Angelica I. Aviles-Rivero, Carola-Bibiane Schönlieb, Daoqiang Zhang, Guang Yang

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

Medical Image Segmentation Using Directional Window Attention

Daniya Najiha Abdul Kareem, Mustansar Fiaz, Noa Novershtern, Hisham Cholakkal

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

Comments 5 pages

Multi-Aperture Fusion of Transformer-Convolutional Network (MFTC-Net) for 3D Medical Image Segmentation and Visualization

Siyavash Shabani, Muhammad Sohaib, Sahar A. Mohammed, Bahram Parvin

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

μ-Net: A Deep Learning-Based Architecture for μ-CT Segmentation

Pierangela Bruno, Edoardo De Rose, Carlo Adornetto, Francesco Calimeri, Sandro Donato, Raffaele Giuseppe Agostino, Daniela Amelio, Riccardo Barberi, Maria Carmela Cerra, Maria Caterina Crocco, Mariacristina Filice, Raffaele Filosa, Gianluigi Greco, Sandra Imbrogno, Vincenzo Formoso

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

Demystifying the Effect of Receptive Field Size in U-Net Models for Medical Image Segmentation

Vincent Loos, Rohit Pardasani, Navchetan Awasthi

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

CAVM: Conditional Autoregressive Vision Model for Contrast-Enhanced Brain Tumor MRI Synthesis

Lujun Gui, Chuyang Ye, Tianyi Yan

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

Comments The work has been accepted by MICCAI 2024

Deep Learning Segmentation of Ascites on Abdominal CT Scans for Automatic Volume Quantification

Benjamin Hou, Sung-Won Lee, Jung-Min Lee, Christopher Koh, Jing Xiao, Perry J. Pickhardt, Ronald M. Summers

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

Motion-robust free-running volumetric cardiovascular MRI

Syed M. Arshad, Lee C. Potter, Chong Chen, Yingmin Liu, Preethi Chandrasekaran, Christopher Crabtree, Matthew S. Tong, Orlando P. Simonetti, Yuchi Han, Rizwan Ahmad

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

Journal ref Magnetic Resonance in Medicine 92(3) (2024) 1248-1262

SelfReg-UNet: Self-Regularized UNet for Medical Image Segmentation

Wenhui Zhu, Xiwen Chen, Peijie Qiu, Mohammad Farazi, Aristeidis Sotiras, Abolfazl Razi, Yalin Wang

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

Comments Accepted as a conference paper to 2024 MICCAI

Evaluating the Impact of Sequence Combinations on Breast Tumor Segmentation in Multiparametric MRI

Hang Min, Gorane Santamaria Hormaechea, Prabhakar Ramachandran, Jason Dowling

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

Correlation-aware Coarse-to-fine MLPs for Deformable Medical Image Registration

Mingyuan Meng, Dagan Feng, Lei Bi, Jinman Kim

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

Comments Accepted at CVPR2024 as Oral Presentation && Best Paper Candidate

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024, pp. 9645-9654

Fast Controllable Diffusion Models for Undersampled MRI Reconstruction

Wei Jiang, Zhuang Xiong, Feng Liu, Nan Ye, Hongfu Sun

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

Spatiotemporal Graph Neural Network Modelling Perfusion MRI

Ruodan Yan, Carola-Bibiane Schönlieb, Chao Li

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

Comments 11 pages, 2 figures

3D MRI Synthesis with Slice-Based Latent Diffusion Models: Improving Tumor Segmentation Tasks in Data-Scarce Regimes

Aghiles Kebaili, Jérôme Lapuyade-Lahorgue, Pierre Vera, Su Ruan

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

End-to-end autoencoding architecture for the simultaneous generation of medical images and corresponding segmentation masks

Aghiles Kebaili, Jérôme Lapuyade-Lahorgue, Pierre Vera, Su Ruan

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

SuperFormer: Volumetric Transformer Architectures for MRI Super-Resolution

Cristhian Forigua, Maria Escobar, Pablo Arbelaez

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

Journal ref 7th International Workshop, SASHIMI 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Proceedings

A Brief Overview of Optimization-Based Algorithms for MRI Reconstruction Using Deep Learning

Wanyu Bian

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

SimSAM: Zero-shot Medical Image Segmentation via Simulated Interaction

Benjamin Towle, Xin Chen, Ke Zhou

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

Comments Published at ISBI 2024. Awarded Top 12 Oral Presentation

Enhancing Super-Resolution Networks through Realistic Thick-Slice CT Simulation

Zeyu Tang, Xiaodan Xing, Guang Yang

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

Comments 11 pages, 4 figures

FedLPPA: Learning Personalized Prompt and Aggregation for Federated Weakly-supervised Medical Image Segmentation

Li Lin, Yixiang Liu, Jiewei Wu, Pujin Cheng, Zhiyuan Cai, Kenneth K. Y. Wong, Xiaoying Tang

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

Comments 12 pages, 10 figures

Disentangled Latent Energy-Based Style Translation: An Image-Level Structural MRI Harmonization Framework

Mengqi Wu, Lintao Zhang, Pew-Thian Yap, Hongtu Zhu, Mingxia Liu

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

Concept-based Explainable Malignancy Scoring on Pulmonary Nodules in CT Images

Rinat I. Dumaev, Sergei A. Molodyakov, Lev V. Utkin

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

Fighting the scanner effect in brain MRI segmentation with a progressive level-of-detail network trained on multi-site data

Michele Svanera, Mattia Savardi, Alberto Signoroni, Sergio Benini, Lars Muckli

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

Partitioned Hankel-based Diffusion Models for Few-shot Low-dose CT Reconstruction

Wenhao Zhang, Bin Huang, Shuyue Chen, Xiaoling Xu, Weiwen Wu, Qiegen Liu

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

PM2: A New Prompting Multi-modal Model Paradigm for Few-shot Medical Image Classification

Zhenwei Wang, Qiule Sun, Bingbing Zhang, Pengfei Wang, Jianxin Zhang, Qiang Zhang

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

Enhancing Generalized Fetal Brain MRI Segmentation using A Cascade Network with Depth-wise Separable Convolution and Attention Mechanism

Zhigao Cai, Xing-Ming Zhao

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