医学 AI

Aligning Multi-Sequence CMR Towards Fully Automated Myocardial Pathology Segmentation

Wangbin Ding, Lei Li, Junyi Qiu, Sihan Wang, Liqin Huang, Yinyin Chen, Shan Yang, Xiahai Zhuang

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

DDM$^2$: Self-Supervised Diffusion MRI Denoising with Generative Diffusion Models

Tiange Xiang, Mahmut Yurt, Ali B Syed, Kawin Setsompop, Akshay Chaudhari

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

Comments To appear in ICLR 2023

IMPORTANT-Net: Integrated MRI Multi-Parameter Reinforcement Fusion Generator with Attention Network for Synthesizing Absent Data

Tianyu Zhang, Tao Tan, Luyi Han, Xin Wang, Yuan Gao, Jonas Teuwen, Regina Beets-Tan, Ritse Mann

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

The Fully Convolutional Transformer for Medical Image Segmentation

Athanasios Tragakis, Chaitanya Kaul, Roderick Murray-Smith, Dirk Husmeier

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

Journal ref Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2023, pp. 3660-3669

Prostate Lesion Estimation using Prostate Masks from Biparametric MRI

Ahmet Karagoz, Mustafa Ege Seker, Mert Yergin, Tarkan Atak Kan, Mustafa Said Kartal, Ercan Karaarslan, Deniz Alis, Ilkay Oksuz

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

Successive Subspace Learning for Cardiac Disease Classification with Two-phase Deformation Fields from Cine MRI

Xiaofeng Liu, Fangxu Xing, Hanna K. Gaggin, C. -C. Jay Kuo, Georges El Fakhri, Jonghye Woo

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

Comments ISBI 2023

Predicting 4D Liver MRI for MR-guided Interventions

Gino Gulamhussene, Anneke Meyer, Marko Rak, Oleksii Bashkanov, Jazan Omari, Maciej Pech, Christian Hansen

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

Comments 17 pages, 8 figures, submitted to Computerized Medical Imaging and Graphics

Swap-Free Fat-Water Separation in Dixon MRI using Conditional Generative Adversarial Networks

Nicolas Basty, Marjola Thanaj, Madeleine Cule, Elena P. Sorokin, Yi Liu, Jimmy D. Bell, E. Louise Thomas, Brandon Whitcher

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

Journal ref Journal of Big Data 2023

Explicit Temporal Embedding in Deep Generative Latent Models for Longitudinal Medical Image Synthesis

Julian Schön, Raghavendra Selvan, Lotte Nygård, Ivan Richter Vogelius, Jens Petersen

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

Multiscale Metamorphic VAE for 3D Brain MRI Synthesis

Jaivardhan Kapoor, Jakob H. Macke, Christian F. Baumgartner

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

Comments Accepted to the NeurIPS 2022 Workshop on Medical Imaging meets NeurIPS

Comparing One-step and Two-step Scatter Correction and Density Reconstruction in X-ray CT

Alexander N. Sietsema, Michael T. McCann, Marc L. Klasky, Saiprasad Ravishankar

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

Journal ref Proc. SPIE 12304, 7th International Conference on Image Formation in X-Ray Computed Tomography, 123042E, 2022

Identification of lung nodules CT scan using YOLOv5 based on convolution neural network

Haytham Al Ewaidat, Youness El Brag

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

Comments 14 pages, 10 Postscript figures

A deep learning approach to using wearable seismocardiography (SCG) for diagnosing aortic valve stenosis and predicting aortic hemodynamics obtained by 4D flow MRI

Mahmoud E. Khani, Ethan M. I. Johnson, Aparna Sodhi, Joshua Robinson, Cynthia K. Rigsby, Bradly D. Allen, Michael Markl

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

Comments 16 pages, 4 figures

TractGraphCNN: anatomically informed graph CNN for classification using diffusion MRI tractography

Yuqian Chen, Fan Zhang, Leo R. Zekelman, Tengfei Xue, Chaoyi Zhang, Yang Song, Nikos Makris, Yogesh Rathi, Weidong Cai, Lauren J. O'Donnell

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

Comments 5 pages, 3 figures

Robust Segmentation of Brain MRI in the Wild with Hierarchical CNNs and no Retraining

Benjamin Billot, Magdamo Colin, Sean E. Arnold, Sudeshna Das, Juan. E. Iglesias

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

Comments MICCAI 2022

A deep local attention network for pre-operative lymph node metastasis prediction in pancreatic cancer via multiphase CT imaging

Zhilin Zheng, Xu Fang, Jiawen Yao, Mengmeng Zhu, Le Lu, Lingyun Huang, Jing Xiao, Yu Shi, Hong Lu, Jianping Lu, Ling Zhang, Chengwei Shao, Yun Bian

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

Comments 14 pages,5 figures

Informing selection of performance metrics for medical image segmentation evaluation using configurable synthetic errors

Shuyue Guan, Ravi K. Samala, Weijie Chen

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

Comments 8 pages, 8 figures. Accepted by IEEE AIPR 2022 (Oral)

Orientation-Shared Convolution Representation for CT Metal Artifact Learning

Hong Wang, Qi Xie, Yuexiang Li, Yawen Huang, Deyu Meng, Yefeng Zheng

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

Journal ref MICCAI 2022

Kidney and Kidney Tumour Segmentation in CT Images

Qi Ming How, Hoi Leong Lee

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

Joint Embedding of 2D and 3D Networks for Medical Image Anomaly Detection

Inha Kang, Jinah Park

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

Comments 14 pages, 11 figures

Single Slice Thigh CT Muscle Group Segmentation with Domain Adaptation and Self-Training

Qi Yang, Xin Yu, Ho Hin Lee, Leon Y. Cai, Kaiwen Xu, Shunxing Bao, Yuankai Huo, Ann Zenobia Moore, Sokratis Makrogiannis, Luigi Ferrucci, Bennett A. Landman

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

Gram filtering and sinogram interpolation for pixel-basis in parallel-beam X-ray CT reconstruction

Ziyu Shu, Alireza Entezari

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

Journal ref ISBI 2020

A Global Constraint to Improve CT Reconstruction Under Non-Ideal Conditions

Ziyu Shu, Alireza Entezari

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

Comments 11 pages, 9 figures

Focal-UNet: UNet-like Focal Modulation for Medical Image Segmentation

MohammadReza Naderi, MohammadHossein Givkashi, Fatemeh Piri, Nader Karimi, Shadrokh Samavi

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

Comments 8 pages, 3 figures

A Deep Learning Approach for Parallel Imaging and Compressed Sensing MRI Reconstruction

Farhan Sadik, Md. Kamrul Hasan

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

Comments 13 pages, 11 figures

Robust Split Federated Learning for U-shaped Medical Image Networks

Ziyuan Yang, Yingyu Chen, Huijie Huangfu, Maosong Ran, Hui Wang, Xiaoxiao Li, Yi Zhang

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

Comments 11 pages, 5 figures

3D Inception-Based TransMorph: Pre- and Post-operative Multi-contrast MRI Registration in Brain Tumors

Javid Abderezaei, Aymeric Pionteck, Agamdeep Chopra, Mehmet Kurt

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

Comments Contribution to the BraTS-Reg Challenge at MICCAI conference

One Sample Diffusion Model in Projection Domain for Low-Dose CT Imaging

Bin Huang, Liu Zhang, Shiyu Lu, Boyu Lin, Weiwen Wu, Qiegen Liu

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

Comments 11 pages, 11 figures. arXiv admin note: text overlap with arXiv:2211.13926

A new eye segmentation method based on improved U2Net in TCM eye diagnosis

Peng Hong

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

MouseGAN++: Unsupervised Disentanglement and Contrastive Representation for Multiple MRI Modalities Synthesis and Structural Segmentation of Mouse Brain

Ziqi Yu, Xiaoyang Han, Shengjie Zhang, Jianfeng Feng, Tingying Peng, Xiao-Yong Zhang

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

Comments IEEE Transactions on Medical Imaging (IEEE-TMI) 2022