医学 AI

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

Domain and Content Adaptive Convolution based Multi-Source Domain Generalization for Medical Image Segmentation

Shishuai Hu, Zehui Liao, Jianpeng Zhang, Yong Xia

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

Comments IEEE-TMI

Automated head and neck tumor segmentation from 3D PET/CT

Andriy Myronenko, Md Mahfuzur Rahman Siddiquee, Dong Yang, Yufan He, Daguang Xu

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

Comments HECKTOR22 segmentation challenge. MICCAI 2022. arXiv admin note: text overlap with arXiv:2209.09546

HiFuse: Hierarchical Multi-Scale Feature Fusion Network for Medical Image Classification

Xiangzuo Huo, Gang Sun, Shengwei Tian, Yan Wang, Long Yu, Jun Long, Wendong Zhang, Aolun Li

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

Automated ischemic stroke lesion segmentation from 3D MRI

Md Mahfuzur Rahman Siddique, Dong Yang, Yufan He, Daguang Xu, Andriy Myronenko

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

Comments ISLES22 challenge report, MICCAI2022

AutoPET Challenge 2022: Step-by-Step Lesion Segmentation in Whole-body FDG-PET/CT

Zhantao Liu, Shaonan Zhong, Junyang Mo

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

Comments arXiv admin note: substantial text overlap with arXiv:2209.01212

Generalised Automatic Anatomy Finder (GAAF): A general framework for 3D location-finding in CT scans

Edward G. A. Henderson, Eliana M. Vasquez Osorio, Marcel van Herk, Andrew F. Green

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

Moving from 2D to 3D: volumetric medical image classification for rectal cancer staging

Joohyung Lee, Jieun Oh, Inkyu Shin, You-sung Kim, Dae Kyung Sohn, Tae-sung Kim, In So Kweon

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

Comments 11 pages, 2 figures, accepted to MICCAI 2022

Transferability limitations for Covid 3D Localization Using SARS-CoV-2 segmentation models in 4D CT images

Constantine Maganaris, Eftychios Protopapadakis, Nikolaos Bakalos, Nikolaos Doulamis, Dimitris Kalogeras, Aikaterini Angeli

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

Comments arXiv admin note: substantial text overlap with arXiv:2205.02152

Hierarchical Amortized Training for Memory-efficient High Resolution 3D GAN

Li Sun, Junxiang Chen, Yanwu Xu, Mingming Gong, Ke Yu, Kayhan Batmanghelich

专题命中 医学影像 ：medical image(abstract)；MRI(abstract)；CT(abstract)；biomedical(comments,journal_ref)

Comments Paper accepted to IEEE Journal of Biomedical and Health Informatics, code available at https://github.com/batmanlab/HA-GAN

Journal ref in IEEE Journal of Biomedical and Health Informatics, vol. 26, no. 8, pp. 3966-3975, Aug. 2022

Temporally Adjustable Longitudinal Fluid-Attenuated Inversion Recovery MRI Estimation / Synthesis for Multiple Sclerosis

Jueqi Wang, Derek Berger, Erin Mazerolle, Othman Soufan, Jacob Levman

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

Comments 2022 MICCAI BrainLes Workshop paper

Deep learning automates bidimensional and volumetric tumor burden measurement from MRI in pre- and post-operative glioblastoma patients

Jakub Nalepa, Krzysztof Kotowski, Bartosz Machura, Szymon Adamski, Oskar Bozek, Bartosz Eksner, Bartosz Kokoszka, Tomasz Pekala, Mateusz Radom, Marek Strzelczak, Lukasz Zarudzki, Agata Krason, Filippo Arcadu, Jean Tessier

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

Comments Submitted to a journal (under review)

Source-Free Unsupervised Domain Adaptation with Norm and Shape Constraints for Medical Image Segmentation

Satoshi Kondo

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

AutoPET Challenge 2022: Automatic Segmentation of Whole-body Tumor Lesion Based on Deep Learning and FDG PET/CT

Shaonan Zhong, Junyang Mo, Zhantao Liu

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

Self-Score: Self-Supervised Learning on Score-Based Models for MRI Reconstruction

Zhuo-Xu Cui, Chentao Cao, Shaonan Liu, Qingyong Zhu, Jing Cheng, Haifeng Wang, Yanjie Zhu, Dong Liang

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

Uncertainty-Guided Mutual Consistency Learning for Semi-Supervised Medical Image Segmentation

Yichi Zhang, Rushi Jiao, Qingcheng Liao, Dongyang Li, Jicong Zhang

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

CM-MLP: Cascade Multi-scale MLP with Axial Context Relation Encoder for Edge Segmentation of Medical Image

Jinkai Lv, Yuyong Hu, Quanshui Fu, Zhiwang Zhang, Yuqiang Hu, Lin Lv, Guoqing Yang, Jinpeng Li, Yi Zhao

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

Video-TransUNet: Temporally Blended Vision Transformer for CT VFSS Instance Segmentation

Chengxi Zeng, Xinyu Yang, Majid Mirmehdi, Alberto M Gambaruto, Tilo Burghardt

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

Comments Accepted by International Conference on Machine Vision 2022

K-space and Image Domain Collaborative Energy based Model for Parallel MRI Reconstruction

Zongjiang Tu, Chen Jiang, Yu Guan, Shanshan Wang, Jijun Liu, Qiegen Liu, Dong Liang

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

Comments 25 pages,11 figures. arXiv admin note: text overlap with arXiv:2109.03237

Ensemble uncertainty as a criterion for dataset expansion in distinct bone segmentation from upper-body CT images

Eva Schnider, Antal Huck, Mireille Toranelli, Georg Rauter, Azhar Zam, Magdalena Müller-Gerbl, Philippe Cattin

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