医学 AI

Convolution-Free Medical Image Segmentation using Transformers

Davood Karimi, Serge Vasylechko, Ali Gholipour

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

Angular Super-Resolution in Diffusion MRI with a 3D Recurrent Convolutional Autoencoder

Matthew Lyon, Paul Armitage, Mauricio A. Álvarez

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

Comments Accepted to published in MIDL'22. Openreview link: https://openreview.net/forum?id=U6HJMtAgW-N

Recurrent Variational Network: A Deep Learning Inverse Problem Solver applied to the task of Accelerated MRI Reconstruction

George Yiasemis, Jan-Jakob Sonke, Clarisa Sánchez, Jonas Teuwen

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

Comments 18 pages, 10 figures, 3 tables, CVPR 22

Adaptation to CT Reconstruction Kernels by Enforcing Cross-domain Feature Maps Consistency

Stanislav Shimovolos, Andrey Shushko, Mikhail Belyaev, Boris Shirokikh

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

Diagnosis of COVID-19 Cases from Chest X-ray Images Using Deep Neural Network and LightGBM

Mobina Ezzoddin, Hamid Nasiri, Morteza Dorrigiv

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

Journal ref in 2022 International Conference on Machine Vision and Image Processing (MVIP), 2022, pp. 1-7

Transformer-empowered Multi-scale Contextual Matching and Aggregation for Multi-contrast MRI Super-resolution

Guangyuan Li, Jun Lv, Yapeng Tian, Qi Dou, Chengyan Wang, Chenliang Xu, Jing Qin

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

Comments CVPR 2022 accepted

HyperSegNAS: Bridging One-Shot Neural Architecture Search with 3D Medical Image Segmentation using HyperNet

Cheng Peng, Andriy Myronenko, Ali Hatamizadeh, Vish Nath, Md Mahfuzur Rahman Siddiquee, Yufan He, Daguang Xu, Rama Chellappa, Dong Yang

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

XraySyn: Realistic View Synthesis From a Single Radiograph Through CT Priors

Cheng Peng, Haofu Liao, Gina Wong, Jiebo Luo, Shaohua Kevin Zhou, Rama Chellappa

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

Comments Accepted to AAAI2021, https://github.com/cpeng93/XraySyn

Generative Mask Pyramid Network for CT/CBCT Metal Artifact Reduction with Joint Projection-Sinogram Correction

Haofu Liao, Wei-An Lin, Zhimin Huo, Levon Vogelsang, William J. Sehnert, S. Kevin Zhou, Jiebo Luo

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

Comments This paper is accepted to MICCAI 2019

Multi-layer Clustering-based Residual Sparsifying Transform for Low-dose CT Image Reconstruction

Xikai Yang, Zhishen Huang, Yong Long, Saiprasad Ravishankar

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

Comments 19 pages, 12 figures, submitted to the Medical Physics

Rethinking the optimization process for self-supervised model-driven MRI reconstruction

Weijian Huang, Cheng Li, Wenxin Fan, Yongjin Zhou, Qiegen Liu, Hairong Zheng, Shanshan Wang

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

WSSAMNet: Weakly Supervised Semantic Attentive Medical Image Registration Network

Sahar Almahfouz Nasser, Nikhil Cherian Kurian, Saqib Shamsi, Mohit Meena, Amit Sethi

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

DS3-Net: Difficulty-perceived Common-to-T1ce Semi-Supervised Multimodal MRI Synthesis Network

Ziqi Huang, Li Lin, Pujin Cheng, Kai Pan, Xiaoying Tang

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

Comments 10 pages, 2 figures

LesionPaste: One-Shot Anomaly Detection for Medical Images

Weikai Huang, Yijin Huang, Xiaoying Tang

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

CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble Supervision

Ke Zhang, Xiahai Zhuang

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

Comments 10 pages, 5 figures

On-the-Fly Test-time Adaptation for Medical Image Segmentation

Jeya Maria Jose Valanarasu, Pengfei Guo, Vibashan VS, Vishal M. Patel

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

Comments Tech Report

UNeXt: MLP-based Rapid Medical Image Segmentation Network

Jeya Maria Jose Valanarasu, Vishal M. Patel

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

Comments Tech Report

Fluid registration between lung CT and stationary chest tomosynthesis images

Lin Tian, Connor Puett, Peirong Liu, Zhengyang Shen, Stephen R. Aylward, Yueh Z. Lee, Marc Niethammer

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

Deep learning-based reconstruction of highly accelerated 3D MRI

Sangtae Ahn, Uri Wollner, Graeme McKinnon, Isabelle Heukensfeldt Jansen, Rafi Brada, Dan Rettmann, Ty A. Cashen, John Huston, J. Kevin DeMarco, Robert Y. Shih, Joshua D. Trzasko, Christopher J. Hardy, Thomas K. F. Foo

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

Comments 8 pages, 8 figures

Undersampled MRI Reconstruction with Side Information-Guided Normalisation

Xinwen Liu, Jing Wang, Cheng Peng, Shekhar S. Chandra, Feng Liu, S. Kevin Zhou

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

Gray Matter Segmentation in Ultra High Resolution 7 Tesla ex vivo T2w MRI of Human Brain Hemispheres

Pulkit Khandelwal, Shokufeh Sadaghiani, Michael Tran Duong, Sadhana Ravikumar, Sydney Lim, Sanaz Arezoumandan, Claire Peterson, Eunice Chung, Madigan Bedard, Noah Capp, Ranjit Ittyerah, Elyse Migdal, Grace Choi, Emily Kopp, Bridget Loja, Eusha Hasan, Jiacheng Li, Karthik Prabhakaran, Gabor Mizsei, Marianna Gabrielyan, Theresa Schuck, John Robinson, Daniel Ohm, Edward Lee, John Q. Trojanowski, Corey McMillan, Murray Grossman, David Irwin, M. Dylan Tisdall, Sandhitsu R. Das, Laura E. M. Wisse, David A. Wolk, Paul A. Yushkevich

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

Comments Ex vivo analysis framework (work in progress 2022 at the University of Pennsylvania)

Semi-Supervised Medical Image Segmentation via Cross Teaching between CNN and Transformer

Xiangde Luo, Minhao Hu, Tao Song, Guotai Wang, Shaoting Zhang

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

Comments accepted to MIDL2022, code in SSL4MIS:https://github.com/HiLab-git/SSL4MIS

Data variation-aware medical image segmentation

Arkadiy Dushatskiy, Gerry Lowe, Peter A. N. Bosman, Tanja Alderliesten

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

Mixed-Block Neural Architecture Search for Medical Image Segmentation

Martijn M. A. Bosma, Arkadiy Dushatskiy, Monika Grewal, Tanja Alderliesten, Peter A. N. Bosman

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

Isotropic multichannel total variation framework for joint reconstruction of multicontrast parallel MRI

Erfan Ebrahim Esfahani

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

Journal ref J. Med. Imag. 9(1) 013502 (16 February 2022)

Prior image-based medical image reconstruction using a style-based generative adversarial network

Varun A. Kelkar, Mark A. Anastasio

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

Level set based particle filter driven by optical flow: an application to track the salt boundary from X-ray CT time-series

Karim Makki, Jean François Lecomte, Lukas Fuchs, Sylvie Schueller, Etienne Mémin

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

MRI Reconstruction Using Deep Bayesian Estimation

GuanXiong Luo, Na Zhao, Wenhao Jiang, Edward S. Hui, Peng Cao

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

Segmentation and Risk Score Prediction of Head and Neck Cancers in PET/CT Volumes with 3D U-Net and Cox Proportional Hazard Neural Networks

Fereshteh Yousefirizi, Ian Janzen, Natalia Dubljevic, Yueh-En Liu, Chloe Hill, Calum MacAulay, Arman Rahmim

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

A Graph-theoretic Algorithm for Small Bowel Path Tracking in CT Scans

Seung Yeon Shin, Sungwon Lee, Ronald M. Summers

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

Comments Accepted to SPIE Medical Imaging 2022