医学 AI

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

Multi-rater Prism: Learning self-calibrated medical image segmentation from multiple raters

Junde Wu, Huihui Fang, Yehui Yang, Yuanpei Liu, Jing Gao, Lixin Duan, Weihua Yang, Yanwu Xu

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

Generalisable 3D Fabric Architecture for Streamlined Universal Multi-Dataset Medical Image Segmentation

Siyu Liu, Wei Dai, Craig Engstrom, Jurgen Fripp, Stuart Crozier, Jason A. Dowling, Shekhar S. Chandra

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

Content-Based Medical Image Retrieval with Opponent Class Adaptive Margin Loss

Şaban Öztürk, Emin Celik, Tolga Cukur

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

Comments 10 pages, 6 figures

Synthetic Low-Field MRI Super-Resolution Via Nested U-Net Architecture

Aryan Kalluvila, Neha Koonjoo, Danyal Bhutto, Marcio Rockenbach, Matthew S. Rosen

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

Generative Modeling in Sinogram Domain for Sparse-view CT Reconstruction

Bing Guan, Cailian Yang, Liu Zhang, Shanzhou Niu, Minghui Zhang, Yuhao Wang, Weiwen Wu, Qiegen Liu

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

Comments 11 pages, 12 figures

Improving anatomical plausibility in medical image segmentation via hybrid graph neural networks: applications to chest x-ray analysis

Nicolás Gaggion, Lucas Mansilla, Candelaria Mosquera, Diego H. Milone, Enzo Ferrante

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

Comments Source code at https://github.com/ngaggion/HybridGNet Accepted for publication at IEEE TMI

Orientation recognition and correction of Cardiac MRI with deep neural network

Jiyao Liu

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

Comments arXiv admin note: text overlap with arXiv:2011.08761 by other authors

Coarse-Super-Resolution-Fine Network (CoSF-Net): A Unified End-to-End Neural Network for 4D-MRI with Simultaneous Motion Estimation and Super-Resolution

Shaohua Zhi, Yinghui Wang, Haonan Xiao, Ti Bai, Hong Ge, Bing Li, Chenyang Liu, Wen Li, Tian Li, Jing Cai

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

Convolutional neural networks for medical image segmentation

Jeroen Bertels, David Robben, Robin Lemmens, Dirk Vandermeulen

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

Comments 10 pages, 6 figures, part of PhD thesis KU Leuven 2022 "Understanding Final Infarct Prediction in Acute Ischemic Stroke Using Convolutional Neural Networks"

Parameter-Efficient Transformer with Hybrid Axial-Attention for Medical Image Segmentation

Yiyue Hu, Lei Zhang, Nan Mu, Lei Liu

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

Cyclic Generative Adversarial Networks With Congruent Image-Report Generation For Explainable Medical Image Analysis

Dwarikanath Mahapatra

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

Comments arXiv admin note: text overlap with arXiv:2206.13123, arXiv:2111.07646