医学 AI

Deepbet: Fast brain extraction of T1-weighted MRI using Convolutional Neural Networks

Lukas Fisch, Stefan Zumdick, Carlotta Barkhau, Daniel Emden, Jan Ernsting, Ramona Leenings, Kelvin Sarink, Nils R. Winter, Benjamin Risse, Udo Dannlowski, Tim Hahn

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

Automated Learning for Deformable Medical Image Registration by Jointly Optimizing Network Architectures and Objective Functions

Xin Fan, Zi Li, Ziyang Li, Xiaolin Wang, Risheng Liu, Zhongxuan Luo, Hao Huang

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

Comments 13 pages

Towards Segment Anything Model (SAM) for Medical Image Segmentation: A Survey

Yichi Zhang, Rushi Jiao

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

On Retrospective k-space Subsampling schemes For Deep MRI Reconstruction

George Yiasemis, Clara I. Sánchez, Jan-Jakob Sonke, Jonas Teuwen

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

Comments 22 pages, 12 figures, 5 tables

Energy-Guided Diffusion Model for CBCT-to-CT Synthesis

Linjie Fu, Xia Li, Xiuding Cai, Dong Miao, Yu Yao, Yali Shen

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

Compressed Sensing MRI Reconstruction Regularized by VAEs with Structured Image Covariance

Margaret Duff, Ivor J. A. Simpson, Matthias J. Ehrhardt, Neill D. F. Campbell

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

Journal ref Phys. Med. Biol. 68 16500 (2023)

Perspective Projection-Based 3D CT Reconstruction from Biplanar X-rays

Daeun Kyung, Kyungmin Jo, Jaegul Choo, Joonseok Lee, Edward Choi

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

An L2-Normalized Spatial Attention Network For Accurate And Fast Classification Of Brain Tumors In 2D T1-Weighted CE-MRI Images

Grace Billingsley, Julia Dietlmeier, Vivek Narayanaswamy, Andreas Spanias, Noel E. OConnor

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

Comments Accepted to be published in: IEEE International Conference on Image Processing (ICIP), Kuala Lumpur October 8-11, 2023

Unsupervised reconstruction of accelerated cardiac cine MRI using Neural Fields

Tabita Catalán, Matías Courdurier, Axel Osses, René Botnar, Francisco Sahli Costabal, Claudia Prieto

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

Towards Unifying Anatomy Segmentation: Automated Generation of a Full-body CT Dataset via Knowledge Aggregation and Anatomical Guidelines

Alexander Jaus, Constantin Seibold, Kelsey Hermann, Alexandra Walter, Kristina Giske, Johannes Haubold, Jens Kleesiek, Rainer Stiefelhagen

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

Comments 18 pages, 8 figures, 2 tables

Recent Progress in Transformer-based Medical Image Analysis

Zhaoshan Liu, Qiujie Lv, Ziduo Yang, Yifan Li, Chau Hung Lee, Lei Shen

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

Comments Computers in Biology and Medicine Accepted

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