医学 AI - arXivDaily 专题

2107.05047 2021-07-13 cs.CV cs.LG 84%

One Map Does Not Fit All: Evaluating Saliency Map Explanation on Multi-Modal Medical Images

Weina Jin, Xiaoxiao Li, Ghassan Hamarneh

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

2103.13557 2021-07-13 eess.IV cs.CV 84%

Task-Oriented Low-Dose CT Image Denoising

Jiajin Zhang, Hanqing Chao, Xuanang Xu, Chuang Niu, Ge Wang, Pingkun Yan

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

Comments Paper accepted by MICCAI-2021

2107.03904 2021-07-12 eess.IV cs.CV 84%

A hybrid deep learning framework for Covid-19 detection via 3D Chest CT Images

Shuang Liang

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

Comments 5 pages, 1 figure, 2 tables

2107.01682 2021-07-06 eess.IV cs.CV 84%

COVID-VIT: Classification of COVID-19 from CT chest images based on vision transformer models

Xiaohong Gao, Yu Qian, Alice Gao

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

2107.00418 2021-07-02 eess.IV cs.CV 84%

Supervised Segmentation with Domain Adaptation for Small Sampled Orbital CT Images

Sungho Suh, Sojeong Cheon, Wonseo Choi, Yeon Woong Chung, Won-Kyung Cho, Ji-Sun Paik, Sung Eun Kim, Dong-Jin Chang, Yong Oh Lee

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

2106.15707 2021-07-01 eess.IV cs.CV physics.med-ph 84%

Recent Advances in Fibrosis and Scar Segmentation from Cardiac MRI: A State-of-the-Art Review and Future Perspectives

Yinzhe Wu, Zeyu Tang, Binghuan Li, David Firmin, Guang Yang

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

Comments 3 figure, 8 tables, 46 pages

2106.12313 2021-06-24 eess.IV cs.CV 84%

Learning from Pseudo Lesion: A Self-supervised Framework for COVID-19 Diagnosis

Zhongliang Li, Zhihao Jin, Xuechen Li, Linlin Shen

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

2106.11330 2021-06-23 eess.IV cs.CV 84%

Context-aware PolyUNet for Liver and Lesion Segmentation from Abdominal CT Images

Liping Zhang, Simon Chun-Ho Yu

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

Comments 7 pages and 3 figures

2106.08094 2021-06-16 eess.IV cs.CV 84%

Cine-MRI detection of abdominal adhesions with spatio-temporal deep learning

Bram de Wilde, Richard P. G. ten Broek, Henkjan Huisman

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

Comments Accepted at MIDL 2021 as short paper

2106.01835 2021-06-04 eess.IV cs.CV 84%

Deep Learning Based Analysis of Prostate Cancer from MP-MRI

Pedro C. Neto

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

2105.10738 2021-05-25 eess.IV cs.CV 84%

MIASSR: An Approach for Medical Image Arbitrary Scale Super-Resolution

Jin Zhu, Chuan Tan, Junwei Yang, Guang Yang, Pietro Lio'

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

2104.13293 2021-04-28 eess.IV cs.CV 84%

Evidential segmentation of 3D PET/CT images

Ling Huang, Su Ruan, Pierre Decazes, Thierry Denoeux

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

Comments Belief2021

2011.13150 2021-04-27 cs.CV cs.LG 84%

Continuous Conversion of CT Kernel using Switchable CycleGAN with AdaIN

Serin Yang, Eung Yeop Kim, Jong Chul Ye

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

2104.10195 2021-04-22 eess.IV cs.CV 84%

Auto-FedAvg: Learnable Federated Averaging for Multi-Institutional Medical Image Segmentation

Yingda Xia, Dong Yang, Wenqi Li, Andriy Myronenko, Daguang Xu, Hirofumi Obinata, Hitoshi Mori, Peng An, Stephanie Harmon, Evrim Turkbey, Baris Turkbey, Bradford Wood, Francesca Patella, Elvira Stellato, Gianpaolo Carrafiello, Anna Ierardi, Alan Yuille, Holger Roth

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

2104.09699 2021-04-21 eess.IV cs.CV 84%

Domain adaptation based self-correction model for COVID-19 infection segmentation in CT images

Qiangguo Jin, Hui Cui, Changming Sun, Zhaopeng Meng, Leyi Wei, Ran Su

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

2104.02107 2021-04-07 cs.CR cs.CV cs.LG 84%

Jekyll: Attacking Medical Image Diagnostics using Deep Generative Models

Neal Mangaokar, Jiameng Pu, Parantapa Bhattacharya, Chandan K. Reddy, Bimal Viswanath

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

Comments Published in proceedings of the 5th European Symposium on Security and Privacy (EuroS&P '20)

2104.02042 2021-04-06 eess.IV cs.CV physics.med-ph 84%

Automated lung segmentation from CT images of normal and COVID-19 pneumonia patients

Faeze Gholamiankhah, Samaneh Mostafapour, Nouraddin Abdi Goushbolagh, Seyedjafar Shojaerazavi, Parvaneh Layegh, Seyyed Mohammad Tabatabaei, Hossein Arabi

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

2104.00325 2021-04-02 eess.IV cs.CV 84%

High-quality Low-dose CT Reconstruction Using Convolutional Neural Networks with Spatial and Channel Squeeze and Excitation

Jingfeng Lu, Shuo Wang, Ping Li, Dong Ye

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

2009.10765 2021-03-22 eess.IV cs.CV 84%

Age-Net: An MRI-Based Iterative Framework for Brain Biological Age Estimation

Karim Armanious, Sherif Abdulatif, Wenbin Shi, Shashank Salian, Thomas Küstner, Daniel Weiskopf, Tobias Hepp, Sergios Gatidis, Bin Yang

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

Comments Accepted to IEEE Transcations on Medical Imaging 2021. 13 pages, 14 figures, 4 tables

2103.06104 2021-03-15 eess.IV cs.CV 84%

U-Net Transformer: Self and Cross Attention for Medical Image Segmentation

Olivier Petit, Nicolas Thome, Clément Rambour, Luc Soler

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

2011.00139 2021-03-09 eess.IV cs.CV 84%

EDCNN: Edge enhancement-based Densely Connected Network with Compound Loss for Low-Dose CT Denoising

Tengfei Liang, Yi Jin, Yidong Li, Tao Wang, Songhe Feng, Congyan Lang

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

Comments 8 pages, 7 figures, 3 tables

Journal ref 2020 15th IEEE International Conference on Signal Processing (ICSP). 1 (2020) 193-198

2103.01584 2021-03-03 eess.IV cs.CV 84%

A Practical Framework for ROI Detection in Medical Images -- a case study for hip detection in anteroposterior pelvic radiographs

Feng-Yu Liu, Chih-Chi Chen, Shann-Ching Chen, Chien-Hung Liao

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

2102.10446 2021-02-23 eess.IV cs.CV 84%

Squeeze-and-Excitation Normalization for Automated Delineation of Head and Neck Primary Tumors in Combined PET and CT Images

Andrei Iantsen, Dimitris Visvikis, Mathieu Hatt

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

Comments 7 pages, 2 figures, 2 tables

Journal ref In: Andrearczyk V., Oreiller V., Depeursinge A. (eds) Head and Neck Tumor Segmentation. HECKTOR 2020. Lecture Notes in Computer Science, vol 12603. Springer, Cham

2102.05210 2021-02-11 eess.IV cs.CV 84%

D2A U-Net: Automatic Segmentation of COVID-19 Lesions from CT Slices with Dilated Convolution and Dual Attention Mechanism

Xiangyu Zhao, Peng Zhang, Fan Song, Guangda Fan, Yangyang Sun, Yujia Wang, Zheyuan Tian, Luqi Zhang, Guanglei Zhang

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

2010.09524 2021-02-11 eess.IV cs.CV 84%

Deep Multi-path Network Integrating Incomplete Biomarker and Chest CT Data for Evaluating Lung Cancer Risk

Riqiang Gao, Yucheng Tang, Kaiwen Xu, Michael N. Kammer, Sanja L. Antic, Steve Deppen, Kim L. Sandler, Pierre P. Massion, Yuankai Huo, Bennett A. Landman

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

Comments RFW all-conference best paper finalist, SPIE2021 Medical Imaging

2102.01990 2021-02-09 cs.CV eess.IV 84%

A Deep Learning-Based Approach to Extracting Periosteal and Endosteal Contours of Proximal Femur in Quantitative CT Images

Yu Deng, Ling Wang, Chen Zhao, Shaojie Tang, Xiaoguang Cheng, Hong-Wen Deng, Weihua Zhou

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

2010.14105 2021-02-08 eess.IV cs.CV 84%

Micro-CT Synthesis and Inner Ear Super Resolution via Generative Adversarial Networks and Bayesian Inference

Hongwei Li, Rameshwara G. N. Prasad, Anjany Sekuboyina, Chen Niu, Siwei Bai, Werner Hemmert, Bjoern Menze

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

Comments final version in ISBI 2021

2102.02033 2021-02-04 eess.IV cs.CV 84%

Modeling the Probabilistic Distribution of Unlabeled Data forOne-shot Medical Image Segmentation

Yuhang Ding, Xin Yu, Yi Yang

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

Comments AAAI 2021

2101.07563 2021-01-20 eess.IV cs.CV 84%

Using StyleGAN for Visual Interpretability of Deep Learning Models on Medical Images

Kathryn Schutte, Olivier Moindrot, Paul Hérent, Jean-Baptiste Schiratti, Simon Jégou

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

Comments Accepted for oral session of Medical Imaging meets NeurIPS 2020 workshop: http://www.cse.cuhk.edu.hk/~qdou/public/medneurips2020/70_neurips2020_cameraready_opt.pdf

2001.06535 2021-01-08 eess.IV cs.CV 84%

CHAOS Challenge -- Combined (CT-MR) Healthy Abdominal Organ Segmentation

A. Emre Kavur, N. Sinem Gezer, Mustafa Barış, Sinem Aslan, Pierre-Henri Conze, Vladimir Groza, Duc Duy Pham, Soumick Chatterjee, Philipp Ernst, Savaş Özkan, Bora Baydar, Dmitry Lachinov, Shuo Han, Josef Pauli, Fabian Isensee, Matthias Perkonigg, Rachana Sathish, Ronnie Rajan, Debdoot Sheet, Gurbandurdy Dovletov, Oliver Speck, Andreas Nürnberger, Klaus H. Maier-Hein, Gözde Bozdağı Akar, Gözde Ünal, Oğuz Dicle, M. Alper Selver

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

Comments 23 pages, 11 tables, 9 figures

Journal ref Med. Image Anal. 69 (2021) 101950

1. 医学影像 22719 篇

One Map Does Not Fit All: Evaluating Saliency Map Explanation on Multi-Modal Medical Images

Task-Oriented Low-Dose CT Image Denoising

A hybrid deep learning framework for Covid-19 detection via 3D Chest CT Images

COVID-VIT: Classification of COVID-19 from CT chest images based on vision transformer models

Supervised Segmentation with Domain Adaptation for Small Sampled Orbital CT Images

Recent Advances in Fibrosis and Scar Segmentation from Cardiac MRI: A State-of-the-Art Review and Future Perspectives

Learning from Pseudo Lesion: A Self-supervised Framework for COVID-19 Diagnosis

Context-aware PolyUNet for Liver and Lesion Segmentation from Abdominal CT Images

Cine-MRI detection of abdominal adhesions with spatio-temporal deep learning

Deep Learning Based Analysis of Prostate Cancer from MP-MRI

MIASSR: An Approach for Medical Image Arbitrary Scale Super-Resolution

Evidential segmentation of 3D PET/CT images

Continuous Conversion of CT Kernel using Switchable CycleGAN with AdaIN

Auto-FedAvg: Learnable Federated Averaging for Multi-Institutional Medical Image Segmentation

Domain adaptation based self-correction model for COVID-19 infection segmentation in CT images

Jekyll: Attacking Medical Image Diagnostics using Deep Generative Models

Automated lung segmentation from CT images of normal and COVID-19 pneumonia patients

High-quality Low-dose CT Reconstruction Using Convolutional Neural Networks with Spatial and Channel Squeeze and Excitation

Age-Net: An MRI-Based Iterative Framework for Brain Biological Age Estimation

U-Net Transformer: Self and Cross Attention for Medical Image Segmentation

EDCNN: Edge enhancement-based Densely Connected Network with Compound Loss for Low-Dose CT Denoising

A Practical Framework for ROI Detection in Medical Images -- a case study for hip detection in anteroposterior pelvic radiographs

Squeeze-and-Excitation Normalization for Automated Delineation of Head and Neck Primary Tumors in Combined PET and CT Images

D2A U-Net: Automatic Segmentation of COVID-19 Lesions from CT Slices with Dilated Convolution and Dual Attention Mechanism

Deep Multi-path Network Integrating Incomplete Biomarker and Chest CT Data for Evaluating Lung Cancer Risk

A Deep Learning-Based Approach to Extracting Periosteal and Endosteal Contours of Proximal Femur in Quantitative CT Images

Micro-CT Synthesis and Inner Ear Super Resolution via Generative Adversarial Networks and Bayesian Inference

Modeling the Probabilistic Distribution of Unlabeled Data forOne-shot Medical Image Segmentation

Using StyleGAN for Visual Interpretability of Deep Learning Models on Medical Images

CHAOS Challenge -- Combined (CT-MR) Healthy Abdominal Organ Segmentation