医学 AI

Gradient Map-Assisted Head and Neck Tumor Segmentation: A Pre-RT to Mid-RT Approach in MRI-Guided Radiotherapy

Jintao Ren, Kim Hochreuter, Mathis Ersted Rasmussen, Jesper Folsted Kallehauge, Stine Sofia Korreman

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

OFF-CLIP: Improving Normal Detection Confidence in Radiology CLIP with Simple Off-Diagonal Term Auto-Adjustment

Junhyun Park, Chanyu Moon, Donghwan Lee, Kyungsu Kim, Minho Hwang

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

Comments 10 pages, 3 figures, and 5 tables

Dynamic Gradient Sparsification Training for Few-Shot Fine-tuning of CT Lymph Node Segmentation Foundation Model

Zihao Luo, Zijun Gao, Wenjun Liao, Shichuan Zhang, Guotai Wang, Xiangde Luo

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

Comments 10 pages, 3 figures, 2 tables, and the lymph node segmentation foundation model code and pretrained model are available

Open-Source Manually Annotated Vocal Tract Database for Automatic Segmentation from 3D MRI Using Deep Learning: Benchmarking 2D and 3D Convolutional and Transformer Networks

Subin Erattakulangara, Karthika Kelat, Katie Burnham, Rachel Balbi, Sarah E. Gerard, David Meyer, Sajan Goud Lingala

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

3D Nephrographic Image Synthesis in CT Urography with the Diffusion Model and Swin Transformer

Hongkun Yu, Syed Jamal Safdar Gardezi, E. Jason Abel, Daniel Shapiro, Meghan G. Lubner, Joshua Warner, Matthew Smith, Giuseppe Toia, Lu Mao, Pallavi Tiwari, Andrew L. Wentland

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

Comments 15 pages, 6 figures, 3 tables

Fast Low Rank column-wise Compressive Sensing for Accelerated Dynamic MRI

Silpa Babu, Sajan Goud Lingala, Namrata Vaswani

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

Comments I have a duplication submission in arXiv (arXiv:2212.09664)

Quantum Annealing Feature Selection on Light-weight Medical Image Datasets

Merlin A. Nau, Luca A. Nutricati, Bruno Camino, Paul A. Warburton, Andreas K. Maier

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

MedKAN: An Advanced Kolmogorov-Arnold Network for Medical Image Classification

Zhuoqin Yang, Jiansong Zhang, Xiaoling Luo, Zheng Lu, Linlin Shen

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

Unsupervised Accelerated MRI Reconstruction via Ground-Truth-Free Flow Matching

Xinzhe Luo, Yingzhen Li, Chen Qin

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

Comments Accepted by IPMI 2025: 29th International Conference on Information Processing in Medical Imaging

Image Translation-Based Unsupervised Cross-Modality Domain Adaptation for Medical Image Segmentation

Tao Yang, Lisheng Wang

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

Comments 5 pages, 1 figure

An Efficient Algorithm for Spatial-Spectral Partial Volume Compartment Mapping with Applications to Multicomponent Diffusion and Relaxation MRI

Yunsong Liu, Debdut Mandal, Congyu Liao, Kawin Setsompop, Justin P. Haldar

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

Pseudoinverse Diffusion Models for Generative CT Image Reconstruction from Low Dose Data

Matthew Tivnan, Dufan Wu, Quanzheng Li

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

MAGO-SP: Detection and Correction of Water-Fat Swaps in Magnitude-Only VIBE MRI

Robert Graf, Hendrik Möller, Sophie Starck, Matan Atad, Philipp Braun, Jonathan Stelter, Annette Peters, Lilian Krist, Stefan N. Willich, Henry Völzke, Robin Bülow, Klaus Berger, Tobias Pischon, Thoralf Niendorf, Johannes Paetzold, Dimitrios Karampinos, Daniel Rueckert, Jan Kirschke

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

Data-Efficient Limited-Angle CT Using Deep Priors and Regularization

Ilmari Vahteristo, Zhi-Song Liu, Andreas Rupp

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

Comments 12 pages, 2 reference pages, 5 figures

3D Shape-to-Image Brownian Bridge Diffusion for Brain MRI Synthesis from Cortical Surfaces

Fabian Bongratz, Yitong Li, Sama Elbaroudy, Christian Wachinger

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

Comments Accepted by Information Processing in Medical Imaging (IPMI) 2025

JotlasNet: Joint Tensor Low-Rank and Attention-based Sparse Unrolling Network for Accelerating Dynamic MRI

Yinghao Zhang, Haiyan Gui, Ningdi Yang, Yue Hu

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

Comments 13 pages, 7 figures, accepted by Magnetic Resonance Imaging

Journal ref Magnetic Resonance Imaging (2025):110337

Medical Image Registration Meets Vision Foundation Model: Prototype Learning and Contour Awareness

Hao Xu, Tengfei Xue, Jianan Fan, Dongnan Liu, Yuqian Chen, Fan Zhang, Carl-Fredrik Westin, Ron Kikinis, Lauren J. O'Donnell, Weidong Cai

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

Comments Accepted by Information Processing in Medical Imaging (IPMI) 2025

RemInD: Remembering Anatomical Variations for Interpretable Domain Adaptive Medical Image Segmentation

Xin Wang, Yin Guo, Kaiyu Zhang, Niranjan Balu, Mahmud Mossa-Basha, Linda Shapiro, Chun Yuan

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

Comments Accepted by IPMI 2025 (Information Processing in Medical Imaging)

Image2Flow: A hybrid image and graph convolutional neural network for rapid patient-specific pulmonary artery segmentation and CFD flow field calculation from 3D cardiac MRI data

Tina Yao, Endrit Pajaziti, Michael Quail, Silvia Schievano, Jennifer A Steeden, Vivek Muthurangu

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

Comments 22 pages, 7 figures, 3 tables

Accelerating Quantitative MRI using Subspace Multiscale Energy Model (SS-MuSE)

Yan Chen, Jyothi Rikhab Chand, Steven R. Kecskemeti, James H. Holmes, Mathews Jacob

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

QMaxViT-Unet+: A Query-Based MaxViT-Unet with Edge Enhancement for Scribble-Supervised Segmentation of Medical Images

Thien B. Nguyen-Tat, Hoang-An Vo, Phuoc-Sang Dang

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

TransGUNet: Transformer Meets Graph-based Skip Connection for Medical Image Segmentation

Ju-Hyeon Nam, Nur Suriza Syazwany, Sang-Chul Lee

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

Comments 24 pages, 12 figures

Noise Controlled CT Super-Resolution with Conditional Diffusion Model

Yuang Wang, Siyeop Yoon, Rui Hu, Baihui Yu, Duhgoon Lee, Rajiv Gupta, Li Zhang, Zhiqiang Chen, Dufan Wu

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

Comments The 8th International Conference on Image Formation in X-Ray Computed Tomography, Bamberg, Germany, August 5 - 9, 2024

QTSeg: A Query Token-Based Dual-Mix Attention Framework with Multi-Level Feature Distribution for Medical Image Segmentation

Phuong-Nam Tran, Nhat Truong Pham, Duc Ngoc Minh Dang, Eui-Nam Huh, Choong Seon Hong

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

Latents of latents to delineate pixels: hybrid Matryoshka autoencoder-to-U-Net pairing for segmenting large medical images in GPU-poor and low-data regimes

Tahir Syed, Ariba Khan, Sawera Hanif

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

Multi-level Asymmetric Contrastive Learning for Volumetric Medical Image Segmentation Pre-training

Shuang Zeng, Lei Zhu, Xinliang Zhang, Micky C Nnamdi, Wenqi Shi, J Ben Tamo, Qian Chen, Hangzhou He, Lujia Jin, Zifeng Tian, Qiushi Ren, Zhaoheng Xie, Yanye Lu

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

Prototype Contrastive Consistency Learning for Semi-Supervised Medical Image Segmentation

Shihuan He, Zhihui Lai, Ruxin Wang, Heng Kong

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

Comments 17 pages, 10 figures, 7 tables

LMS-Net: A Learned Mumford-Shah Network For Few-Shot Medical Image Segmentation

Shengdong Zhang, Fan Jia, Xiang Li, Hao Zhang, Jun Shi, Liyan Ma, Shihui Ying

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

Homeomorphism Prior for False Positive and Negative Problem in Medical Image Dense Contrastive Representation Learning

Yuting He, Boyu Wang, Rongjun Ge, Yang Chen, Guanyu Yang, Shuo Li

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

Comments Accepted by T-PAMI 2025

L2GNet: Optimal Local-to-Global Representation of Anatomical Structures for Generalized Medical Image Segmentation

Vandan Gorade, Sparsh Mittal, Neethi Dasu, Rekha Singhal, KC Santosh, Debesh Jha

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