医学 AI

WSC-Trans: A 3D network model for automatic multi-structural segmentation of temporal bone CT

Xin Hua, Zhijiang Du, Hongjian Yu, Jixin Ma, Fanjun Zheng, Cheng Zhang, Qiaohui Lu, Hui Zhao

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

Comments 10 pages,7 figures

Robust Image Registration with Absent Correspondences in Pre-operative and Follow-up Brain MRI Scans of Diffuse Glioma Patients

Tony C. W. Mok, Albert C. S. Chung

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

Comments BraTS-Reg workshop

Multitask Learning for Improved Late Mechanical Activation Detection of Heart from Cine DENSE MRI

Jiarui Xing, Shuo Wang, Kenneth C. Bilchick, Frederick H. Epstein, Amit R. Patel, Miaomiao Zhang

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

Dual Multi-scale Mean Teacher Network for Semi-supervised Infection Segmentation in Chest CT Volume for COVID-19

Liansheng Wang, Jiacheng Wang, Lei Zhu, Huazhu Fu, Ping Li, Gary Cheng, Zhipeng Feng, Shuo Li, Pheng-Ann Heng

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

Comments Codes are available at https://github.com/jcwang123/DM2TNet; Accepted by Transactions on Cybernetics

K-Space Transformer for Undersampled MRI Reconstruction

Ziheng Zhao, Tianjiao Zhang, Weidi Xie, Yanfeng Wang, Ya Zhang

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

Automated MRI Field of View Prescription from Region of Interest Prediction by Intra-stack Attention Neural Network

Ke Lei, Ali B. Syed, Xucheng Zhu, John M. Pauly, Shreyas S. Vasanawala

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

Joint Rigid Motion Correction and Sparse-View CT via Self-Calibrating Neural Field

Qing Wu, Xin Li, Hongjiang Wei, Jingyi Yu, Yuyao Zhang

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

Comments 5 pages

Active CT Reconstruction with a Learned Sampling Policy

Ce Wang, Kun Shang, Haimiao Zhang, Shang Zhao, Dong Liang, S. Kevin Zhou

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

Style Augmentation improves Medical Image Segmentation

Kevin Ginsburger

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

Exploring Structure-Wise Uncertainty for 3D Medical Image Segmentation

Anton Vasiliuk, Daria Frolova, Mikhail Belyaev, Boris Shirokikh

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

FastSurferVINN: Building Resolution-Independence into Deep Learning Segmentation Methods -- A Solution for HighRes Brain MRI

Leonie Henschel, David Kügler, Martin Reuter

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

Comments accepted at NeuroImage

A Stronger Baseline For Automatic Pfirrmann Grading Of Lumbar Spine MRI Using Deep Learning

Narasimharao Kowlagi, Huy Hoang Nguyen, Terence McSweeney, Simo Saarakkala, Juhani määttä, Jaro Karppinen, Aleksei Tiulpin

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

Comments 5 pages, under review

Motion correction in MRI using deep learning and a novel hybrid loss function

Lei Zhang, Xiaoke Wang, Michael Rawson, Radu Balan, Edward H. Herskovits, Elias Melhem, Linda Chang, Ze Wang, Thomas Ernst

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

MEW-UNet: Multi-axis representation learning in frequency domain for medical image segmentation

Jiacheng Ruan, Mingye Xie, Suncheng Xiang, Ting Liu, Yuzhuo Fu

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

Comments 5 pages, 3 figures, 4 tables

GradMix for nuclei segmentation and classification in imbalanced pathology image datasets

Tan Nhu Nhat Doan, Kyungeun Kim, Boram Song, Jin Tae Kwak

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

Comments submitted to MICCAI2022

Task-Based Assessment for Neural Networks: Evaluating Undersampled MRI Reconstructions based on Human Observer Signal Detection

Joshua D. Herman, Rachel E. Roca, Alexandra G. O'Neill, Marcus L. Wong, Sajan G. Lingala, Angel R. Pineda

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

Trainable Joint Bilateral Filters for Enhanced Prediction Stability in Low-dose CT

Fabian Wagner, Mareike Thies, Felix Denzinger, Mingxuan Gu, Mayank Patwari, Stefan Ploner, Noah Maul, Laura Pfaff, Yixing Huang, Andreas Maier

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

Journal ref Sci.Rep. 12 (2022) 17540

ACT-Net: Asymmetric Co-Teacher Network for Semi-supervised Memory-efficient Medical Image Segmentation

Ziyuan Zhao, Andong Zhu, Zeng Zeng, Bharadwaj Veeravalli, Cuntai Guan

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

Journal ref 2022 IEEE International Conference on Image Processing (ICIP)

Wide Range MRI Artifact Removal with Transformers

Lennart Alexander Van der Goten, Kevin Smith

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

Comments BMVC22

Motion-related Artefact Classification Using Patch-based Ensemble and Transfer Learning in Cardiac MRI

Ruizhe Li, Xin Chen

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

Comments Accepted for CMRxMotion challenge at STACOM 2022 workshop, MICCAI 2022

The Extreme Cardiac MRI Analysis Challenge under Respiratory Motion (CMRxMotion)

Shuo Wang, Chen Qin, Chengyan Wang, Kang Wang, Haoran Wang, Chen Chen, Cheng Ouyang, Xutong Kuang, Chengliang Dai, Yuanhan Mo, Zhang Shi, Chenchen Dai, Xinrong Chen, He Wang, Wenjia Bai

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

Comments Summary of CMRxMotion Challenge Design

Phase Recognition in Contrast-Enhanced CT Scans based on Deep Learning and Random Sampling

Binh T. Dao, Thang V. Nguyen, Hieu H. Pham, Ha Q. Nguyen

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

Comments Accepted for publication by Medical Physics

DA-VSR: Domain Adaptable Volumetric Super-Resolution For Medical Images

Cheng Peng, S. Kevin Zhou, Rama Chellappa

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

Comments MICCAI2021

Label Refinement Network from Synthetic Error Augmentation for Medical Image Segmentation

Shuai Chen, Antonio Garcia-Uceda, Jiahang Su, Gijs van Tulder, Lennard Wolff, Theo van Walsum, Marleen de Bruijne

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

Noise2Recon: Enabling Joint MRI Reconstruction and Denoising with Semi-Supervised and Self-Supervised Learning

Arjun D Desai, Batu M Ozturkler, Christopher M Sandino, Robert Boutin, Marc Willis, Shreyas Vasanawala, Brian A Hargreaves, Christopher M Ré, John M Pauly, Akshay S Chaudhari

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

A Dataset-free Deep learning Method for Low-Dose CT Image Reconstruction

Qiaoqiao Ding, Hui Ji, Yuhui Quan, Xiaoqun Zhang

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

A multi-organ point cloud registration algorithm for abdominal CT registration

Samuel Joutard, Thomas Pheiffer, Chloe Audigier, Patrick Wohlfahrt, Reuben Dorent, Sebastien Piat, Tom Vercauteren, Marc Modat, Tommaso Mansi

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

Comments Accepted at WBIR 2022

Automatic cerebral hemisphere segmentation in rat MRI with lesions via attention-based convolutional neural networks

Juan Miguel Valverde, Artem Shatillo, Riccardo de Feo, Jussi Tohka

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

Comments Published in NeuroInformatics

Contour Dice loss for structures with Fuzzy and Complex Boundaries in Fetal MRI

Bella Specktor Fadida, Bossmat Yehuda, Daphna Link Sourani, Liat Ben Sira, Dafna Ben Bashat, Leo Joskowicz

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

Comments 15 pages, 7 figures, Accepted to ECCV-MCV 2022: https://mcv-workshop.github.io/

Contrastive learning for unsupervised medical image clustering and reconstruction

Matteo Ferrante, Tommaso Boccato, Simeon Spasov, Andrea Duggento, Nicola Toschi

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