医学 AI

SAM & SAM 2 in 3D Slicer: SegmentWithSAM Extension for Annotating Medical Images

Zafer Yildiz, Yuwen Chen, Maciej A. Mazurowski

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

Comments Future work: support for box and mask inputs for the video predictor of SAM 2

Geometric Artifact Correction for Symmetric Multi-Linear Trajectory CT: Theory, Method, and Generalization

Zhisheng Wang, Yanxu Sun, Shangyu Li, Legeng Lin, Shunli Wang, Junning Cui

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

Comments 15 pages, 10 figures

BayTTA: Uncertainty-aware medical image classification with optimized test-time augmentation using Bayesian model averaging

Zeinab Sherkatghanad, Moloud Abdar, Mohammadreza Bakhtyari, Pawel Plawiak, Vladimir Makarenkov

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

Quantitative Metrics for Benchmarking Medical Image Harmonization

Abhijeet Parida, Zhifan Jiang, Roger J. Packer, Robert A. Avery, Syed M. Anwar, Marius G. Linguraru

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

Comments Accepted for presentation at the ISBI 2024

LoG-VMamba: Local-Global Vision Mamba for Medical Image Segmentation

Trung Dinh Quoc Dang, Huy Hoang Nguyen, Aleksei Tiulpin

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

Comments 20 pages

Reliable Multi-modal Medical Image-to-image Translation Independent of Pixel-wise Aligned Data

Langrui Zhou, Guang Li

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

Comments This paper has been accepted as a research article by Medical Physics

BC-MRI-SEG: A Breast Cancer MRI Tumor Segmentation Benchmark

Anthony Bilic, Chen Chen

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

Journal ref IEEE International Conference on Healthcare Informatics (IEEE ICHI 2024)

When Diffusion MRI Meets Diffusion Model: A Novel Deep Generative Model for Diffusion MRI Generation

Xi Zhu, Wei Zhang, Yijie Li, Lauren J. O'Donnell, Fan Zhang

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

Comments 11 pages, 3 figures

U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation

Chenxin Li, Xinyu Liu, Wuyang Li, Cheng Wang, Hengyu Liu, Yifan Liu, Zhen Chen, Yixuan Yuan

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

FedGS: Federated Gradient Scaling for Heterogeneous Medical Image Segmentation

Philip Schutte, Valentina Corbetta, Regina Beets-Tan, Wilson Silva

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

Comments 10 pages, 2 figures, 1 table, accepted at MICCAI 2024 Workshop on Distributed, Collaborative, & Federated Learning Workshop (DeCaF). This is the submitted manuscript with added link to github repo, funding acknowledgements and author names and affiliations. No further post submission improvements or corrections were integrated. Final version not published yet

Reconstruct Spine CT from Biplanar X-Rays via Diffusion Learning

Zhi Qiao, Xuhui Liu, Xiaopeng Wang, Runkun Liu, Xiantong Zhen, Pei Dong, Zhen Qian

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

Coarse-Fine View Attention Alignment-Based GAN for CT Reconstruction from Biplanar X-Rays

Zhi Qiao, Hanqiang Ouyang, Dongheng Chu, Huishu Yuan, Xiantong Zhen, Pei Dong, Zhen Qian

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

Spatial-Frequency Dual Progressive Attention Network For Medical Image Segmentation

Zhenhuan Zhou, Along He, Yanlin Wu, Rui Yao, Xueshuo Xie, Tao Li

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

Comments 6 pages accepted by 2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM 2024)

Unpaired Volumetric Harmonization of Brain MRI with Conditional Latent Diffusion

Mengqi Wu, Minhui Yu, Shuaiming Jing, Pew-Thian Yap, Zhengwu Zhang, Mingxia Liu

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

Constructing and Exploring Intermediate Domains in Mixed Domain Semi-supervised Medical Image Segmentation

Qinghe Ma, Jian Zhang, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao

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

Learned denoising with simulated and experimental low-dose CT data

Maximilian B. Kiss, Ander Biguri, Carola-Bibiane Schönlieb, K. Joost Batenburg, Felix Lucka

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

AMAES: Augmented Masked Autoencoder Pretraining on Public Brain MRI Data for 3D-Native Segmentation

Asbjørn Munk, Jakob Ambsdorf, Sebastian Llambias, Mads Nielsen

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

Comments Accepted at ADSMI @ MICCAI 2024

Lesion-aware network for diabetic retinopathy diagnosis

Xue Xia, Kun Zhan, Yuming Fang, Wenhui Jiang, Fei Shen

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

Comments This is submitted version wihout improvements by reviewers. The final version is published on International Journal of Imaging Systems and Techonology (https://onlinelibrary.wiley.com/doi/10.1002/ima.22933)

Deep Inertia $L_p$ Half-Quadratic Splitting Unrolling Network for Sparse View CT Reconstruction

Yu Guo, Caiying Wu, Yaxin Li, Qiyu Jin, Tieyong Zeng

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

Comments This paper was accepted by IEEE Signal Processing Letters on July 28, 2024

Journal ref IEEE Signal Processing Letters, 2024, 31:2030-2034

From Diagnostic CT to DTI Tractography labels: Using Deep Learning for Corticospinal Tract Injury Assessment and Outcome Prediction in Intracerebral Haemorrhage

Olivia N Murray, Hamied Haroon, Paul Ryu, Hiren Patel, George Harston, Marieke Wermer, Wilmar Jolink, Daniel Hanley, Catharina Klijn, Ulrike Hammerbeck, Adrian Parry-Jones, Timothy Cootes

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

Comments Accepted to Miccai Switch Workshop

Prototype Learning Guided Hybrid Network for Breast Tumor Segmentation in DCE-MRI

Lei Zhou, Yuzhong Zhang, Jiadong Zhang, Xuejun Qian, Chen Gong, Kun Sun, Zhongxiang Ding, Xing Wang, Zhenhui Li, Zaiyi Liu, Dinggang Shen

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

Journal ref 2024,IEEE Transactions on Medical Imaging

Segment Anything in Medical Images and Videos: Benchmark and Deployment

Jun Ma, Sumin Kim, Feifei Li, Mohammed Baharoon, Reza Asakereh, Hongwei Lyu, Bo Wang

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

SGSR: Structure-Guided Multi-Contrast MRI Super-Resolution via Spatio-Frequency Co-Query Attention

Shaoming Zheng, Yinsong Wang, Siyi Du, Chen Qin

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

Comments The 15th International Workshop on Machine Learning in Medical Imaging (MLMI 2024)

Predicting Knee Osteoarthritis Progression from Structural MRI using Deep Learning

Egor Panfilov, Simo Saarakkala, Miika T. Nieminen, Aleksei Tiulpin

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

Comments $©$ 2022 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works

Improving Robustness of Deep Learning Based Knee MRI Segmentation: Mixup and Adversarial Domain Adaptation

Egor Panfilov, Aleksei Tiulpin, Stefan Klein, Miika T. Nieminen, Simo Saarakkala

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

Applying Conditional Generative Adversarial Networks for Imaging Diagnosis

Haowei Yang, Yuxiang Hu, Shuyao He, Ting Xu, Jiajie Yuan, Xingxin Gu

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

PINNs for Medical Image Analysis: A Survey

Chayan Banerjee, Kien Nguyen, Olivier Salvado, Truyen Tran, Clinton Fookes

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

Multi-view X-ray Image Synthesis with Multiple Domain Disentanglement from CT Scans

Lixing Tan, Shuang Song, Kangneng Zhou, Chengbo Duan, Lanying Wang, Huayang Ren, Linlin Liu, Wei Zhang, Ruoxiu Xiao

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

Comments 13 pages, 10 figures, ACM MM2024

Semi-Mamba-UNet: Pixel-Level Contrastive and Pixel-Level Cross-Supervised Visual Mamba-based UNet for Semi-Supervised Medical Image Segmentation

Chao Ma, Ziyang Wang

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

Segmentation-guided MRI reconstruction for meaningfully diverse reconstructions

Jan Nikolas Morshuis, Matthias Hein, Christian F. Baumgartner

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

Comments Accepted at DGM4MICCAI 2024