医学 AI

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

Spatial-aware Attention Generative Adversarial Network for Semi-supervised Anomaly Detection in Medical Image

Zerui Zhang, Zhichao Sun, Zelong Liu, Bo Du, Rui Yu, Zhou Zhao, Yongchao Xu

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

Comments Early Accept by MICCAI 2024

Paired Conditional Generative Adversarial Network for Highly Accelerated Liver 4D MRI

Di Xu, Xin Miao, Hengjie Liu, Jessica E. Scholey, Wensha Yang, Mary Feng, Michael Ohliger, Hui Lin, Yi Lao, Yang Yang, Ke Sheng

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

Assessing the Efficacy of Invisible Watermarks in AI-Generated Medical Images

Xiaodan Xing, Huiyu Zhou, Yingying Fang, Guang Yang

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

Comments 5 pages

Journal ref ISBI 2024

EduceLab-Scrolls: Verifiable Recovery of Text from Herculaneum Papyri using X-ray CT

Stephen Parsons, C. Seth Parker, Christy Chapman, Mami Hayashida, W. Brent Seales

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

Anatomically aware dual-hop learning for pulmonary embolism detection in CT pulmonary angiograms

Florin Condrea, Saikiran Rapaka, Lucian Itu, Puneet Sharma, Jonathan Sperl, A Mohamed Ali, Marius Leordeanu

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

Comments Accepted to Computers in Biology and Medicine journal

Automatic Segmentation of the Kidneys and Cystic Renal Lesions on Non-Contrast CT Using a Convolutional Neural Network

Lucas Aronson, Ruben Ngnitewe Massaa, Syed Jamal Safdar Gardezi, Andrew L. Wentland

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

Using Multiparametric MRI with Optimized Synthetic Correlated Diffusion Imaging to Enhance Breast Cancer Pathologic Complete Response Prediction

Chi-en Amy Tai, Alexander Wong

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

EMCAD: Efficient Multi-scale Convolutional Attention Decoding for Medical Image Segmentation

Md Mostafijur Rahman, Mustafa Munir, Radu Marculescu

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

Comments 14 pages, 5 figures, 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Semi-supervised Medical Image Segmentation via Geometry-aware Consistency Training

Zihang Liu, Chunhui Zhao

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

Comments 26 pages, 5 figures

VM-DDPM: Vision Mamba Diffusion for Medical Image Synthesis

Zhihan Ju, Wanting Zhou

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

D-TrAttUnet: Toward Hybrid CNN-Transformer Architecture for Generic and Subtle Segmentation in Medical Images

Fares Bougourzi, Fadi Dornaika, Cosimo Distante, Abdelmalik Taleb-Ahmed

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

Comments arXiv admin note: text overlap with arXiv:2303.15576

A Lightweight Neural Architecture Search Model for Medical Image Classification

Lunchen Xie, Eugenio Lomurno, Matteo Gambella, Danilo Ardagna, Manuel Roveri, Matteo Matteucci, Qingjiang Shi

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

Three-Dimensional Amyloid-Beta PET Synthesis from Structural MRI with Conditional Generative Adversarial Networks

Fernando Vega, Abdoljalil Addeh, M. Ethan MacDonald

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

Comments Abstract Submitted and Presented at the 2024 International Society of Magnetic Resonance in Medicine. Singapore, Singapore, May 4-9. Abstract Number 2239