医学 AI

Introducing 3D Representation for Medical Image Volume-to-Volume Translation via Score Fusion

Xiyue Zhu, Dou Hoon Kwark, Ruike Zhu, Kaiwen Hong, Yiqi Tao, Shirui Luo, Yudu Li, Zhi-Pei Liang, Volodymyr Kindratenko

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

Optimizing Transmit Field Inhomogeneity of Parallel RF Transmit Design in 7T MRI using Deep Learning

Zhengyi Lu, Hao Liang, Xiao Wang, Xinqiang Yan, Yuankai Huo

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

Poisson Flow Joint Model for Multiphase contrast-enhanced CT

Rongjun Ge, Ge Wang

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

RFMedSAM 2: Automatic Prompt Refinement for Enhanced Volumetric Medical Image Segmentation with SAM 2

Bin Xie, Hao Tang, Yan Yan, Gady Agam

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

FlowSDF: Flow Matching for Medical Image Segmentation Using Distance Transforms

Lea Bogensperger, Dominik Narnhofer, Alexander Falk, Konrad Schindler, Thomas Pock

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

Extending SEEDS to a Supervoxel Algorithm for Medical Image Analysis

Chenhui Zhao, Yan Jiang, Todd C. Hollon

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

Comments Tech report

Exploring the Feasibility of AI-Assisted Spine MRI Protocol Optimization Using DICOM Image Metadata

Alice Vian, Diego Andre Eifer, Mauricio Anes, Guilherme Ribeiro Garcia, Mariana Recamonde-Mendoza

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

Sparse Measurement Medical CT Reconstruction using Multi-Fused Block Matching Denoising Priors

Maliha Hossain, Yuankai Huo, Xinqiang Yan, Xiao Wang

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

Self-Prompt SAM: Medical Image Segmentation via Automatic Prompt SAM Adaptation

Bin Xie, Hao Tang, Dawen Cai, Yan Yan, Gady Agam

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

Unsupervised Multimodal 3D Medical Image Registration with Multilevel Correlation Balanced Optimization

Jiazheng Wang, Xiang Chen, Yuxi Zhang, Min Liu, Yaonan Wang, Hang Zhang

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

Comments Method description for MICCAI Learn2Reg 2024 challenge

The Batch Artifact Scanning Protocol: A new method using computed tomography (CT) to rapidly create three-dimensional models of objects from large collections en masse

Katrina Yezzi-Woodley, Jeff Calder, Mckenzie Sweno, Chloe Siewert, Peter J. Olver

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

Three-Dimensional Diffusion-Weighted Multi-Slab MRI With Slice Profile Compensation Using Deep Energy Model

Reza Ghorbani, Jyothi Rikhab Chand, Chu-Yu Lee, Mathews Jacob, Merry Mani

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

Comments 4 pages, 4 figures, ISBI2025 Conference paper

MEDFORM: A Foundation Model for Contrastive Learning of CT Imaging and Clinical Numeric Data in Multi-Cancer Analysis

Daeun Jung, Jaehyeok Jang, Sooyoung Jang, Yu Rang Park

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

Comments 8 pages, 1 figure

Linea alba 3D morphometric variability by CT scan exploration

P. Gueroult, V. Joppin, K. Chaumoitre, M. Di Bisceglie, C. Masson, T. Bege

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

Journal ref Hernia, 2024, 28 (2), pp.485-494

Improved joint modelling of breast cancer radiomics features and hazard by image registration aided longitudinal CT data

Subrata Mukherjee

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

Comments The organization with whom I have worked on the paper needs to info clear first before it being released. Sorry for the inconvenience caused

Latent Diffusion for Medical Image Segmentation: End to end learning for fast sampling and accuracy

Fahim Ahmed Zaman, Mathews Jacob, Amanda Chang, Kan Liu, Milan Sonka, Xiaodong Wu

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

Comments 10 pages, 10 figures, journal article

Stitching, Fine-tuning, Re-training: A SAM-enabled Framework for Semi-supervised 3D Medical Image Segmentation

Shumeng Li, Lei Qi, Qian Yu, Jing Huo, Yinghuan Shi, Yang Gao

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

Region-wise stacking ensembles for estimating brain-age using MRI

Georgios Antonopoulos, Shammi More, Simon B. Eickhoff, Federico Raimondo, Kaustubh R. Patil

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

Comments version1

Efficient Few-Shot Medical Image Analysis via Hierarchical Contrastive Vision-Language Learning

Harrison Fuller, Fernando Gabriela Garcia, Victor Flores

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

Few-Shot Adaptation of Training-Free Foundation Model for 3D Medical Image Segmentation

Xingxin He, Yifan Hu, Zhaoye Zhou, Mohamed Jarraya, Fang Liu

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

Generative Medical Image Anonymization Based on Latent Code Projection and Optimization

Huiyu Li, Nicholas Ayache, Hervé Delingette

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

Comments Conference

Deep learning for temporal super-resolution 4D Flow MRI

Pia Callmer, Mia Bonini, Edward Ferdian, David Nordsletten, Daniel Giese, Alistair A. Young, Alexander Fyrdahl, David Marlevi

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

Comments 12 pages, 8 figures

Solving Energy-Independent Density for CT Metal Artifact Reduction via Neural Representation

Qing Wu, Xu Guo, Lixuan Chen, Yanyan Liu, Dongming He, Xudong Wang, Xueli Chen, Yifeng Zhang, S. Kevin Zhou, Jingyi Yu, Yuyao Zhang

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

Comments 11 pages

PGP-SAM: Prototype-Guided Prompt Learning for Efficient Few-Shot Medical Image Segmentation

Zhonghao Yan, Zijin Yin, Tianyu Lin, Xiangzhu Zeng, Kongming Liang, Zhanyu Ma

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

Comments 5 pages, 2 figures, Accepted at ISBI 2025

Imbalanced Medical Image Segmentation with Pixel-dependent Noisy Labels

Erjian Guo, Zicheng Wang, Zhen Zhao, Luping Zhou

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

Fast multi-contrast MRI using joint multiscale energy model

Nima Yaghoobi, Jyothi Rikhab Chand, Yan Chen, Steve R. Kecskemeti, James H. Holmes, Mathews Jacob

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

Continual Self-supervised Learning Considering Medical Domain Knowledge in Chest CT Images

Ren Tasai, Guang Li, Ren Togo, Minghui Tang, Takaaki Yoshimura, Hiroyuki Sugimori, Kenji Hirata, Takahiro Ogawa, Kohsuke Kudo, Miki Haseyama

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

Comments Accepted by ICASSP 2025

LM-Net: A Light-weight and Multi-scale Network for Medical Image Segmentation

Zhenkun Lu, Chaoyin She, Wei Wang, Qinghua Huang

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

VOILA: Complexity-Aware Universal Segmentation of CT images by Voxel Interacting with Language

Zishuo Wan, Yu Gao, Wanyuan Pang, Dawei Ding

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

Comments Accepted by AAAI 2025

AIF-SFDA: Autonomous Information Filter-driven Source-Free Domain Adaptation for Medical Image Segmentation

Haojin Li, Heng Li, Jianyu Chen, Rihan Zhong, Ke Niu, Huazhu Fu, Jiang Liu

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

Comments 9 pages total (7 pages main text, 2 pages references), 6 figures, accepted by AAAI 2025