医学 AI

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

To what extent can Plug-and-Play methods outperform neural networks alone in low-dose CT reconstruction

Qifan Xu, Qihui Lyu, Dan Ruan, Ke Sheng

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

Comments Accepted to IEEE ISBI 2022

Cross-level Contrastive Learning and Consistency Constraint for Semi-supervised Medical Image Segmentation

Xinkai Zhao, Chaowei Fang, De-Jun Fan, Xutao Lin, Feng Gao, Guanbin Li

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

DDoS-UNet: Incorporating temporal information using Dynamic Dual-channel UNet for enhancing super-resolution of dynamic MRI

Soumick Chatterjee, Chompunuch Sarasaen, Georg Rose, Andreas Nürnberger, Oliver Speck

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

Accurate super-resolution low-field brain MRI

Juan Eugenio Iglesias, Riana Schleicher, Sonia Laguna, Benjamin Billot, Pamela Schaefer, Brenna McKaig, Joshua N. Goldstein, Kevin N. Sheth, Matthew S. Rosen, W. Taylor Kimberly

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

Spectral image clustering on dual-energy CT scans using functional regression mixtures

Segolene Brivet, Faicel Chamroukhi, Mark Coates, Reza Forghani, Peter Savadjiev

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

Comments submitted to IEEE Transactions on Medical Imaging

Unsupervised Anomaly Detection in 3D Brain MRI using Deep Learning with Multi-Task Brain Age Prediction

Marcel Bengs, Finn Behrendt, Max-Heinrich Laves, Julia Krüger, Roland Opfer, Alexander Schlaefer

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

Comments Accepted at SPIE Medical Imaging 2022

ReconFormer: Accelerated MRI Reconstruction Using Recurrent Transformer

Pengfei Guo, Yiqun Mei, Jinyuan Zhou, Shanshan Jiang, Vishal M. Patel

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

Deep Learning Analysis of Cardiac MRI in Legacy Datasets: Multi-Ethnic Study of Atherosclerosis

Avan Suinesiaputra, Charlene A Mauger, Bharath Ambale-Venkatesh, David A Bluemke, Josefine Dam Gade, Kathleen Gilbert, Mark Janse, Line Sofie Hald, Conrad Werkhoven, Colin Wu, Joao A Lima, Alistair A Young

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

Maximizing Unambiguous Velocity Range in Phase-contrast MRI with Multipoint Encoding

Shen Zhao, Rizwan Ahmad, Lee C. Potter

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

Comments 5 pages, 5 figures

AutoSeg -- Steering the Inductive Biases for Automatic Pathology Segmentation

Felix Meissen, Georgios Kaissis, Daniel Rueckert

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

Comments 8 pages, 3 figures, part of the MICCAI MOOD Challenge 2021

MISeval: a Metric Library for Medical Image Segmentation Evaluation

Dominik Müller, Dennis Hartmann, Philip Meyer, Florian Auer, Iñaki Soto-Rey, Frank Kramer

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