医学 AI

Real-time cardiac cine MRI -- A comparison of a diffusion probabilistic model with alternative state-of-the-art image reconstruction techniques for undersampled spiral acquisitions

Oliver Schad, Julius Frederik Heidenreich, Nils-Christian Petri, Jonas Kleineisel, Simon Sauer, Thorsten Bley, Peter Nordbeck, Bernhard Petritsch, Tobias Wech

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

Comments 29 pages, 8 figures

KARGEN: Knowledge-enhanced Automated Radiology Report Generation Using Large Language Models

Yingshu Li, Zhanyu Wang, Yunyi Liu, Lei Wang, Lingqiao Liu, Luping Zhou

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

An X-Ray Is Worth 15 Features: Sparse Autoencoders for Interpretable Radiology Report Generation

Ahmed Abdulaal, Hugo Fry, Nina Montaña-Brown, Ayodeji Ijishakin, Jack Gao, Stephanie Hyland, Daniel C. Alexander, Daniel C. Castro

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

MRI quantification of liver fibrosis using diamagnetic susceptibility: An ex-vivo feasibility study

Chao Li, Jinwei Zhang, Alexey V. Dimov, Anne K. Koehne de González, Martin R. Prince, Jiahao Li, Dominick Romano, Pascal Spincemaille, Thanh D. Nguyen, Gary M. Brittenham, Yi Wang

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

Comments 17 pages, 5 figures

PASS:Test-Time Prompting to Adapt Styles and Semantic Shapes in Medical Image Segmentation

Chuyan Zhang, Hao Zheng, Xin You, Yefeng Zheng, Yun Gu

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

Comments Submitted to IEEE TMI

Y-CA-Net: A Convolutional Attention Based Network for Volumetric Medical Image Segmentation

Muhammad Hamza Sharif, Muzammal Naseer, Mohammad Yaqub, Min Xu, Mohsen Guizani

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

See Detail Say Clear: Towards Brain CT Report Generation via Pathological Clue-driven Representation Learning

Chengxin Zheng, Junzhong Ji, Yanzhao Shi, Xiaodan Zhang, Liangqiong Qu

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

Comments Our work has been accepted by EMNLP2024 findings

Automatic Quantification of Serial PET/CT Images for Pediatric Hodgkin Lymphoma Patients Using a Longitudinally-Aware Segmentation Network

Xin Tie, Muheon Shin, Changhee Lee, Scott B. Perlman, Zachary Huemann, Amy J. Weisman, Sharon M. Castellino, Kara M. Kelly, Kathleen M. McCarten, Adina L. Alazraki, Junjie Hu, Steve Y. Cho, Tyler J. Bradshaw

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

Comments There are 6 figures and 4 tables in the main text. The supplementary material is appended to the main text

ProMISe: Promptable Medical Image Segmentation using SAM

Jinfeng Wang, Sifan Song, Xinkun Wang, Yiyi Wang, Yiyi Miao, Jionglong Su, S. Kevin Zhou

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

Sensitivity of quantitative diffusion MRI tractography and microstructure to anisotropic spatial sampling

Elyssa M. McMaster, Nancy R. Newlin, Chloe Cho, Gaurav Rudravaram, Adam M. Saunders, Aravind R. Krishnan, Lucas W. Remedios, Michael E. Kim, Hanliang Xu, Kurt G. Schilling, François Rheault, Laurie E. Cutting, Bennett A. Landman

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

$\texttt{NePhi}$: Neural Deformation Fields for Approximately Diffeomorphic Medical Image Registration

Lin Tian, Hastings Greer, Raúl San José Estépar, Roni Sengupta, Marc Niethammer

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

Comments ECCV 2024

EM-Net: Efficient Channel and Frequency Learning with Mamba for 3D Medical Image Segmentation

Ao Chang, Jiajun Zeng, Ruobing Huang, Dong Ni

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

Comments 10 pages, 3 figures, accepted by MICCAI 2024

A novel brain registration model combining structural and functional MRI information

Baolong Li, Yuhu Shi, Lei Wang, Weiming Zeng, Changming Zhu

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

ICON: Improving Inter-Report Consistency in Radiology Report Generation via Lesion-aware Mixup Augmentation

Wenjun Hou, Yi Cheng, Kaishuai Xu, Yan Hu, Wenjie Li, Jiang Liu

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

Small metal artifact detection and inpainting in cardiac CT images

Trevor McKeown, H. Michael Gach, Yao Hao, Hongyu An, Clifford G. Robinson, Phillip S. Cuculich, Deshan Yang

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

Sampling-Pattern-Agnostic MRI Reconstruction through Adaptive Consistency Enforcement with Diffusion Model

Anurag Malyala, Zhenlin Zhang, Chengyan Wang, Chen Qin

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

Comments MICCAI 2024 STACOM-CMRxRecon

GAInS: Gradient Anomaly-aware Biomedical Instance Segmentation

Runsheng Liu, Hao Jiang, Yanning Zhou, Huangjing Lin, Liansheng Wang, Hao Chen

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

Comments Accepted by BIBM2024

Unsupervised Learning of Multi-modal Affine Registration for PET/CT

Junyu Chen, Yihao Liu, Shuwen Wei, Aaron Carass, Yong Du

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

Comments Accepted by IEEE NSS/MIC/RTSD'24 ((c) IEEE). Code available at https://github.com/junyuchen245/Correlation_Ratio

CloudBrain-ReconAI: An Online Platform for MRI Reconstruction and Image Quality Evaluation

Yirong Zhou, Chen Qian, Jiayu Li, Zi Wang, Yu Hu, Biao Qu, Liuhong Zhu, Jianjun Zhou, Taishan Kang, Jianzhong Lin, Qing Hong, Jiyang Dong, Di Guo, Xiaobo Qu

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

Comments 13 pages, 20 figures

Sine Wave Normalization for Deep Learning-Based Tumor Segmentation in CT/PET Imaging

Jintao Ren, Muheng Li, Stine Sofia Korreman

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

Comments Report for Team WukongRT in the AutoPET III Challenge

Improving Cone-Beam CT Image Quality with Knowledge Distillation-Enhanced Diffusion Model in Imbalanced Data Settings

Joonil Hwang, Sangjoon Park, NaHyeon Park, Seungryong Cho, Jin Sung Kim

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

Comments MICCAI 2024

AutoPET Challenge III: Testing the Robustness of Generalized Dice Focal Loss trained 3D Residual UNet for FDG and PSMA Lesion Segmentation from Whole-Body PET/CT Images

Shadab Ahamed

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

Comments 11 pages, 5 figures, 2 tables. arXiv admin note: substantial text overlap with arXiv:2309.13553

Learning Semi-Supervised Medical Image Segmentation from Spatial Registration

Qianying Liu, Paul Henderson, Xiao Gu, Hang Dai, Fani Deligianni

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

Enhancing Lesion Segmentation in PET/CT Imaging with Deep Learning and Advanced Data Preprocessing Techniques

Jiayi Liu, Qiaoyi Xue, Youdan Feng, Tianming Xu, Kaixin Shen, Chuyun Shen, Yuhang Shi

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

Automated Lesion Segmentation in Whole-Body PET/CT in a multitracer setting

Qiaoyi Xue, Youdan Feng, Jiayi Liu, Tianming Xu, Kaixin Shen, Chuyun Shen, Yuhang Shi

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

SegMamba: Long-range Sequential Modeling Mamba For 3D Medical Image Segmentation

Zhaohu Xing, Tian Ye, Yijun Yang, Guang Liu, Lei Zhu

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

Comments Code has released

Quantum optimization algorithms for CT image segmentation from X-ray data

Kyungtaek Jun

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

Comments 20 Pages, 10 figures

Automated Body Composition Analysis Using DAFS Express on 2D MRI Slices at L3 Vertebral Level

Varun Akella, Razeyeh Bagherinasab, Jia Ming Li, Long Nguyen, Vincent Tze Yang Chow, Hyunwoo Lee, Karteek Popuri, Mirza Faisal Beg

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

Enhancing Skin Lesion Diagnosis with Ensemble Learning

Xiaoyi Liu, Zhou Yu, Lianghao Tan, Yafeng Yan, Ge Shi

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

LMFLOSS: A Hybrid Loss For Imbalanced Medical Image Classification

Abu Adnan Sadi, Labib Chowdhury, Nusrat Jahan, Mohammad Newaz Sharif Rafi, Radeya Chowdhury, Faisal Ahamed Khan, Nabeel Mohammed

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

Comments 21 pages, 4 figures, a detailed version of our previous submission with additional findings