医学 AI

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

Shape constrained CNN for segmentation guided prediction of myocardial shape and pose parameters in cardiac MRI

Sofie Tilborghs, Jan Bogaert, Frederik Maes

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

Learn2Trust: A video and streamlit-based educational programme for AI-based medical image analysis targeted towards medical students

Hanna Siebert, Marian Himstedt, Mattias Heinrich

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

Comments 5 pages

U-Net vs Transformer: Is U-Net Outdated in Medical Image Registration?

Xi Jia, Joseph Bartlett, Tianyang Zhang, Wenqi Lu, Zhaowen Qiu, Jinming Duan

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

Comments Accepted to MICCAI-MLMI 2022

LRIP-Net: Low-Resolution Image Prior based Network for Limited-Angle CT Reconstruction

Qifeng Gao, Rui Ding, Linyuan Wang, Bin Xue, Yuping Duan

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

Improving Small Lesion Segmentation in CT Scans using Intensity Distribution Supervision: Application to Small Bowel Carcinoid Tumor

Seung Yeon Shin, Thomas C. Shen, Stephen A. Wank, Ronald M. Summers

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

FCSN: Global Context Aware Segmentation by Learning the Fourier Coefficients of Objects in Medical Images

Young Seok Jeon, Hongfei Yang, Mengling Feng

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

PUERT: Probabilistic Under-sampling and Explicable Reconstruction Network for CS-MRI

Jingfen Xie, Jian Zhang, Yongbing Zhang, Xiangyang Ji

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

GLEAM: Greedy Learning for Large-Scale Accelerated MRI Reconstruction

Batu Ozturkler, Arda Sahiner, Tolga Ergen, Arjun D Desai, Christopher M Sandino, Shreyas Vasanawala, John M Pauly, Morteza Mardani, Mert Pilanci

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

HoVer-Trans: Anatomy-aware HoVer-Transformer for ROI-free Breast Cancer Diagnosis in Ultrasound Images

Yuhao Mo, Chu Han, Yu Liu, Min Liu, Zhenwei Shi, Jiatai Lin, Bingchao Zhao, Chunwang Huang, Bingjiang Qiu, Yanfen Cui, Lei Wu, Xipeng Pan, Zeyan Xu, Xiaomei Huang, Zaiyi Liu, Ying Wang, Changhong Liang

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

Patch-wise Deep Metric Learning for Unsupervised Low-Dose CT Denoising

Chanyong Jung, Joonhyung Lee, Sunkyoung You, Jong Chul Ye

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

Comments MICCAI 2022

Regression Metric Loss: Learning a Semantic Representation Space for Medical Images

Hanqing Chao, Jiajin Zhang, Pingkun Yan

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

Comments Accepted by MICCAI2022