医学 AI

CT-LungNet: A Deep Learning Framework for Precise Lung Tissue Segmentation in 3D Thoracic CT Scans

Niloufar Delfan, Hamid Abrishami Moghaddam, Mohammadreza Modaresi, Kimia Afshari, Kasra Nezamabadi, Neda Pak, Omid Ghaemi, Mohamad Forouzanfar

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

NUMSnet: Nested-U Multi-class Segmentation network for 3D Medical Image Stacks

Sohini Roychowdhury

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

Comments 15 pages, 10 pages, 8 tables

A Practical Framework for Unsupervised Structure Preservation Medical Image Enhancement

Quan Huu Cap, Atsushi Fukuda, Hitoshi Iyatomi

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

Comments 11 pages, 7 figures

Devil is in the Queries: Advancing Mask Transformers for Real-world Medical Image Segmentation and Out-of-Distribution Localization

Mingze Yuan, Yingda Xia, Hexin Dong, Zifan Chen, Jiawen Yao, Mingyan Qiu, Ke Yan, Xiaoli Yin, Yu Shi, Xin Chen, Zaiyi Liu, Bin Dong, Jingren Zhou, Le Lu, Ling Zhang, Li Zhang

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

Comments CVPR 2023 Highlight

Is Autoencoder Truly Applicable for 3D CT Super-Resolution?

Weixun Luo, Xiaodan Xing, Guang Yang

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

Comments ISBI 2023

DiffusionCT: Latent Diffusion Model for CT Image Standardization

Md Selim, Jie Zhang, Michael A. Brooks, Ge Wang, Jin Chen

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

Comments 6 pages, 03 figures and 01 tables

Local Contrastive Learning for Medical Image Recognition

S. A. Rizvi, R. Tang, X. Jiang, X. Ma, X. Hu

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

Comments 10 pages, 5 figures, 1 table, AMIA conference submission

Exploring the Power of Generative Deep Learning for Image-to-Image Translation and MRI Reconstruction: A Cross-Domain Review

Yuda Bi

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

DrasCLR: A Self-supervised Framework of Learning Disease-related and Anatomy-specific Representation for 3D Medical Images

Ke Yu, Li Sun, Junxiang Chen, Max Reynolds, Tigmanshu Chaudhary, Kayhan Batmanghelich

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

Comments Added some recent references

Hybrid Dual Mean-Teacher Network With Double-Uncertainty Guidance for Semi-Supervised Segmentation of MRI Scans

Jiayi Zhu, Bart Bolsterlee, Brian V. Y. Chow, Yang Song, Erik Meijering

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

Structure-aware registration network for liver DCE-CT images

Peng Xue, Jingyang Zhang, Lei Ma, Mianxin Liu, Yuning Gu, Jiawei Huang, Feihong Liua, Yongsheng Pan, Xiaohuan Cao, Dinggang Shen

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

Spatio-Temporal Structure Consistency for Semi-supervised Medical Image Classification

Wentao Lei, Lei Liu, Li Liu

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

Deep Learning-based Multi-Organ CT Segmentation with Adversarial Data Augmentation

Shaoyan Pan, Shao-Yuan Lo, Min Huang, Chaoqiong Ma, Jacob Wynne, Tonghe Wang, Tian Liu, Xiaofeng Yang

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

Comments Accepted at SPIE Medical Imaging 2023

Learning deep abdominal CT registration through adaptive loss weighting and synthetic data generation

Javier Pérez de Frutos, André Pedersen, Egidijus Pelanis, David Bouget, Shanmugapriya Survarachakan, Thomas Langø, Ole-Jakob Elle, Frank Lindseth

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

Comments 14 pages, 1 figure, 4 tables

Journal ref PLoS ONE 18(2): e0282110 (2023)

Semi-Supervised Segmentation of Multi-vendor and Multi-center Cardiac MRI using Histogram Matching

Mahyar Bolhassani, Ilkay Oksuz

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

Comments 5 pages, 8 figures, IEEE conference published paper

Journal ref IEEE Conference on Signal Processing and Communications applications (SIU 2021)

Composite Deep Network with Feature Weighting for Improved Delineation of COVID Infection in Lung CT

Pallabi Dutta, Sushmita Mitra

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

A Convolutional-based Model for Early Prediction of Alzheimer's based on the Dementia Stage in the MRI Brain Images

Shrish Pellakur, Nelly Elsayed, Zag ElSayed, Murat Ozer

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

Comments Short paper, Under Review in FLAIRS-36

What is Wrong with Continual Learning in Medical Image Segmentation?

Camila Gonzalez, Nick Lemke, Georgios Sakas, Anirban Mukhopadhyay

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

Recurrence With Correlation Network for Medical Image Registration

Vignesh Sivan, Teodora Vujovic, Raj Ranabhat, Alexander Wong, Stewart Mclachlin, Michael Hardisty

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

Synthesis-based Imaging-Differentiation Representation Learning for Multi-Sequence 3D/4D MRI

Luyi Han, Tao Tan, Tianyu Zhang, Yunzhi Huang, Xin Wang, Yuan Gao, Jonas Teuwen, Ritse Mann

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

The state-of-the-art 3D anisotropic intracranial hemorrhage segmentation on non-contrast head CT: The INSTANCE challenge

Xiangyu Li, Gongning Luo, Kuanquan Wang, Hongyu Wang, Jun Liu, Xinjie Liang, Jie Jiang, Zhenghao Song, Chunyue Zheng, Haokai Chi, Mingwang Xu, Yingte He, Xinghua Ma, Jingwen Guo, Yifan Liu, Chuanpu Li, Zeli Chen, Md Mahfuzur Rahman Siddiquee, Andriy Myronenko, Antoine P. Sanner, Anirban Mukhopadhyay, Ahmed E. Othman, Xingyu Zhao, Weiping Liu, Jinhuang Zhang, Xiangyuan Ma, Qinghui Liu, Bradley J. MacIntosh, Wei Liang, Moona Mazher, Abdul Qayyum, Valeriia Abramova, Xavier Lladó, Shuo Li

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

Comments Summarized paper for the MICCAI INSTANCE 2022 Challenge

Learning to diagnose common thorax diseases on chest radiographs from radiology reports in Vietnamese

Thao T. B. Nguyen, Tam M. Vo, Thang V. Nguyen, Hieu H. Pham, Ha Q. Nguyen

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

Comments This work has been provisionally accepted for publication by Plos One journal

Flexible Alignment Super-Resolution Network for Multi-Contrast MRI

Yiming Liu, Mengxi Zhang, Weiqin Zhang, Bo Jiang, Bo Hou, Dan Liu, Jie Chen, Heqing Lian

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

Transformer and GAN Based Super-Resolution Reconstruction Network for Medical Images

Weizhi Du, Harvery Tian

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

Comments 8 pages and 6 figures

Improving COVID-19 CT Classification of CNNs by Learning Parameter-Efficient Representation

Yujia Xu, Hak-Keung Lam, Guangyu Jia, Jian Jiang, Junkai Liao, Xinqi Bao

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

MyoPS-Net: Myocardial Pathology Segmentation with Flexible Combination of Multi-Sequence CMR Images

Junyi Qiu, Lei Li, Sihan Wang, Ke Zhang, Yinyin Chen, Shan Yang, Xiahai Zhuang

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

A Study of Representational Properties of Unsupervised Anomaly Detection in Brain MRI

Ayantika Das, Arun Palla, Keerthi Ram, Mohanasankar Sivaprakasam

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

Comments Accepted at MICCAI Medical Applications with Disentanglements (MAD) Workshop 2022 https://mad.ikim.nrw/

Medical Image Segmentation Review: The success of U-Net

Reza Azad, Ehsan Khodapanah Aghdam, Amelie Rauland, Yiwei Jia, Atlas Haddadi Avval, Afshin Bozorgpour, Sanaz Karimijafarbigloo, Joseph Paul Cohen, Ehsan Adeli, Dorit Merhof

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

Comments Submitted to the IEEE Transactions on Pattern Analysis and Machine Intelligence Journal

Recognition of Cardiac MRI Orientation via Deep Neural Networks and a Method to Improve Prediction Accuracy

Houxin Zhou

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

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

Optimal MRI Undersampling Patterns for Ultimate Benefit of Medical Vision Tasks

Artem Razumov, Oleg Y. Rogov, Dmitry V. Dylov

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

Journal ref MICCAI 2022