医学 AI

Multi-View Vertebra Localization and Identification from CT Images

Han Wu, Jiadong Zhang, Yu Fang, Zhentao Liu, Nizhuan Wang, Zhiming Cui, Dinggang Shen

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

Comments MICCAI 2023

Sparse annotation strategies for segmentation of short axis cardiac MRI

Josh Stein, Maxime Di Folco, Julia Schnabel

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

GSMorph: Gradient Surgery for cine-MRI Cardiac Deformable Registration

Haoran Dou, Ning Bi, Luyi Han, Yuhao Huang, Ritse Mann, Xin Yang, Dong Ni, Nishant Ravikumar, Alejandro F. Frangi, Yunzhi Huang

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

Comments Accepted at MICCAI 2023

Regular SE(3) Group Convolutions for Volumetric Medical Image Analysis

Thijs P. Kuipers, Erik J. Bekkers

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

Comments 10 pages, 1 figure, 2 tables, accepted at MICCAI 2023. Updated version to camera ready version 1

MS-DCANet: A Novel Segmentation Network For Multi-Modality COVID-19 Medical Images

Xiaoyu Pan, Huazheng Zhu, Jinglong Du, Guangtao Hu, Baoru Han, Yuanyuan Jia

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

Comments 21pages,13 figures,9 tables

Journal ref J Multidiscip Healthc. 2023;16:2023-2043

Evaluation of Complexity Measures for Deep Learning Generalization in Medical Image Analysis

Aleksandar Vakanski, Min Xian

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

Comments 15 pages, 4 figures

Journal ref IEEE International Workshop on Machine Learning and Signal Processing (MLSP 2021), Gold Coast, Australia, pp. 1-6, 2021

SAM-Path: A Segment Anything Model for Semantic Segmentation in Digital Pathology

Jingwei Zhang, Ke Ma, Saarthak Kapse, Joel Saltz, Maria Vakalopoulou, Prateek Prasanna, Dimitris Samaras

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

Comments Submitted to MedAGI 2023

FocalUNETR: A Focal Transformer for Boundary-aware Segmentation of CT Images

Chengyin Li, Yao Qiang, Rafi Ibn Sultan, Hassan Bagher-Ebadian, Prashant Khanduri, Indrin J. Chetty, Dongxiao Zhu

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

Comments 13 pages, 3 figures, 2 tables

Frequency-mixed Single-source Domain Generalization for Medical Image Segmentation

Heng Li, Haojin Li, Wei Zhao, Huazhu Fu, Xiuyun Su, Yan Hu, Jiang Liu

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

Domain Adaptation using Silver Standard Masks for Lateral Ventricle Segmentation in FLAIR MRI

Owen Crystal, Pejman J. Maralani, Sandra Black, Alan R. Moody, April Khademi

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

Comments 16 pages, 3 figures

Backdoor Attack and Defense in Federated Generative Adversarial Network-based Medical Image Synthesis

Ruinan Jin, Xiaoxiao Li

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

Comments 25 pages, 7 figures. arXiv admin note: text overlap with arXiv:2207.00762

HQG-Net: Unpaired Medical Image Enhancement with High-Quality Guidance

Chunming He, Kai Li, Guoxia Xu, Jiangpeng Yan, Longxiang Tang, Yulun Zhang, Xiu Li, Yaowei Wang

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

Comments 14 pages, 10 figures

Masked Autoencoders for Unsupervised Anomaly Detection in Medical Images

Mariana-Iuliana Georgescu

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

Denoising Simulated Low-Field MRI (70mT) using Denoising Autoencoders (DAE) and Cycle-Consistent Generative Adversarial Networks (Cycle-GAN)

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 International Society of Magnetic Resonance in Medicine (ISMRM) 2023, Abstract Number 1764

Improving Segmentation and Detection of Lesions in CT Scans Using Intensity Distribution Supervision

Seung Yeon Shin, Thomas C. Shen, Ronald M. Summers

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

Comments Computerized Medical Imaging and Graphics 2023

Thoracic Cartilage Ultrasound-CT Registration using Dense Skeleton Graph

Zhongliang Jiang, Chenyang Li, Xuesong Li, Nassir Navab

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

Comments Accepted by IROS23

Dual Arbitrary Scale Super-Resolution for Multi-Contrast MRI

Jiamiao Zhang, Yichen Chi, Jun Lyu, Wenming Yang, Yapeng Tian

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

Comments Accepted by MICCAI2023

The KiTS21 Challenge: Automatic segmentation of kidneys, renal tumors, and renal cysts in corticomedullary-phase CT

Nicholas Heller, Fabian Isensee, Dasha Trofimova, Resha Tejpaul, Zhongchen Zhao, Huai Chen, Lisheng Wang, Alex Golts, Daniel Khapun, Daniel Shats, Yoel Shoshan, Flora Gilboa-Solomon, Yasmeen George, Xi Yang, Jianpeng Zhang, Jing Zhang, Yong Xia, Mengran Wu, Zhiyang Liu, Ed Walczak, Sean McSweeney, Ranveer Vasdev, Chris Hornung, Rafat Solaiman, Jamee Schoephoerster, Bailey Abernathy, David Wu, Safa Abdulkadir, Ben Byun, Justice Spriggs, Griffin Struyk, Alexandra Austin, Ben Simpson, Michael Hagstrom, Sierra Virnig, John French, Nitin Venkatesh, Sarah Chan, Keenan Moore, Anna Jacobsen, Susan Austin, Mark Austin, Subodh Regmi, Nikolaos Papanikolopoulos, Christopher Weight

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

Comments 34 pages, 12 figures

Synthesis of Contrast-Enhanced Breast MRI Using Multi-b-Value DWI-based Hierarchical Fusion Network with Attention Mechanism

Tianyu Zhang, Luyi Han, Anna D'Angelo, Xin Wang, Yuan Gao, Chunyao Lu, Jonas Teuwen, Regina Beets-Tan, Tao Tan, Ritse Mann

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

Comments This paper has been accepted by MICCAI 2023

1M parameters are enough? A lightweight CNN-based model for medical image segmentation

Binh-Duong Dinh, Thanh-Thu Nguyen, Thi-Thao Tran, Van-Truong Pham

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

Comments I have fixed Figure 1

Multiscale Progressive Text Prompt Network for Medical Image Segmentation

Xianjun Han, Qianqian Chen, Zhaoyang Xie, Xuejun Li, Hongyu Yang

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

MLA-BIN: Model-level Attention and Batch-instance Style Normalization for Domain Generalization of Federated Learning on Medical Image Segmentation

Fubao Zhu, Yanhui Tian, Chuang Han, Yanting Li, Jiaofen Nan, Ni Yao, Weihua Zhou

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

Comments 9 pages, 8 figures, 2 tables

SimPLe: Similarity-Aware Propagation Learning for Weakly-Supervised Breast Cancer Segmentation in DCE-MRI

Yuming Zhong, Yi Wang

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

Introducing A Novel Method For Adaptive Thresholding In Brain Tumor Medical Image Segmentation

Ali Fayzi, Mohammad Fayzi, Mostafa Forotan

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

Comments 5 pages , 4 figures , 3 formula

Faithful Synthesis of Low-dose Contrast-enhanced Brain MRI Scans using Noise-preserving Conditional GANs

Thomas Pinetz, Erich Kobler, Robert Haase, Katerina Deike-Hofmann, Alexander Radbruch, Alexander Effland

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

Comments Early accepted by MICCAI 2023

MEPNet: A Model-Driven Equivariant Proximal Network for Joint Sparse-View Reconstruction and Metal Artifact Reduction in CT Images

Hong Wang, Minghao Zhou, Dong Wei, Yuexiang Li, Yefeng Zheng

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

Comments MICCAI 2023

Brain Anatomy Prior Modeling to Forecast Clinical Progression of Cognitive Impairment with Structural MRI

Lintao Zhang, Jinjian Wu, Lihong Wang, Li Wang, David C. Steffens, Shijun Qiu, Guy G. Potter, Mingxia Liu

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

Towards Generalizable Medical Image Segmentation with Pixel-wise Uncertainty Estimation

Shuai Wang, Zipei Yan, Daoan Zhang, Zhongsen Li, Sirui Wu, Wenxuan Chen, Rui Li

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

Comments 10 pages, 3 figures

Input Augmentation with SAM: Boosting Medical Image Segmentation with Segmentation Foundation Model

Yizhe Zhang, Tao Zhou, Shuo Wang, Peixian Liang, Danny Z. Chen

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

Comments GitHub: https://github.com/yizhezhang2000/SAMAug. Comments and questions are welcome

MRI-MECH: Mechanics-informed MRI to estimate esophageal health

Sourav Halder, Ethan M. Johnson, Jun Yamasaki, Peter J. Kahrilas, Michael Markl, John E. Pandolfino, Neelesh A. Patankar

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

Comments 21 pages, 15 figures

Journal ref Frontiers in Physiology. 14 (2023)