医学 AI - arXivDaily 专题

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

2101.00232 2021-01-05 eess.IV cs.CV 84%

Cutting-edge 3D Medical Image Segmentation Methods in 2020: Are Happy Families All Alike?

Jun Ma

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

Comments Not submitted for publishing. Comments are welcome

2012.14584 2021-01-01 eess.IV cs.CV 84%

Annotation-Efficient Learning for Medical Image Segmentation based on Noisy Pseudo Labels and Adversarial Learning

Lu Wang, Dong Guo, Guotai Wang, Shaoting Zhang

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

Comments 13 pages, 15 figures

2012.14556 2021-01-01 eess.IV cs.CV 84%

Cascaded Framework for Automatic Evaluation of Myocardial Infarction from Delayed-Enhancement Cardiac MRI

Jun Ma

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

Comments MICCAI 2020 EMIDEC Challenge 2nd in segmentation task and 1st in classification task

2012.04701 2020-12-10 eess.IV cs.CV 84%

3D Graph Anatomy Geometry-Integrated Network for Pancreatic Mass Segmentation, Diagnosis, and Quantitative Patient Management

Tianyi Zhao, Kai Cao, Jiawen Yao, Isabella Nogues, Le Lu, Lingyun Huang, Jing Xiao, Zhaozheng Yin, Ling Zhang

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

2009.11008 2020-12-02 eess.IV cs.CV cs.HC 84%

An Attention Mechanism with Multiple Knowledge Sources for COVID-19 Detection from CT Images

Duy M. H. Nguyen, Duy M. Nguyen, Huong Vu, Binh T. Nguyen, Fabrizio Nunnari, Daniel Sonntag

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

Comments In AAAI 2021 Workshop: Trustworthy AI for Healthcare

2011.15049 2020-12-01 eess.IV cs.CV cs.IT math.IT 84%

Long-range medical image registration through generalized mutual information (GMI): toward a fully automatic volumetric alignment

Vinicius Pavanelli Vianna, Luiz Otavio Murta

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

Comments 13 pages, 8 figures, 3 tables

2011.14894 2020-12-01 eess.IV cs.CV stat.ML 84%

Uncertainty-driven ensembles of deep architectures for multiclass classification. Application to COVID-19 diagnosis in chest X-ray images

Juan E. Arco, A. Ortiz, J. Ramirez, F. J. Martinez-Murcia, Yu-Dong Zhang, Juan M. Gorriz

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

Comments 1 Table, 7 Figures

2011.14155 2020-12-01 eess.IV cs.CV 84%

Inter-slice Context Residual Learning for 3D Medical Image Segmentation

Jianpeng Zhang, Yutong Xie, Yan Wang, Yong Xia

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

Comments Accpeted by IEEE-TMI

Journal ref IEEE Trans. Med. Imaging (2020)

2011.12835 2020-11-30 eess.IV cs.CV 84%

Privacy Preserving for Medical Image Analysis via Non-Linear Deformation Proxy

Bach Ngoc Kim, Jose Dolz, Christian Desrosiers, Pierre-Marc Jodoin

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

2006.01441 2020-11-30 eess.IV cs.CV 84%

CT-based COVID-19 Triage: Deep Multitask Learning Improves Joint Identification and Severity Quantification

Mikhail Goncharov, Maxim Pisov, Alexey Shevtsov, Boris Shirokikh, Anvar Kurmukov, Ivan Blokhin, Valeria Chernina, Alexander Solovev, Victor Gombolevskiy, Sergey Morozov, Mikhail Belyaev

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

2010.10612 2020-11-22 eess.IV cs.CV 84%

Convolutional 3D to 2D Patch Conversion for Pixel-wise Glioma Segmentation in MRI Scans

Mohammad Hamghalam, Baiying Lei, Tianfu Wang

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

2011.08769 2020-11-21 eess.IV cs.CV 84%

Anatomy Prior Based U-net for Pathology Segmentation with Attention

Yuncheng Zhou, Ke Zhang, Xinzhe Luo, Sihan Wang, Xiahai Zhuang

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

Comments 8 pages, 3 figures, to be published in STACOM 2020 (MICCAI Workshop)

1909.04087 2020-11-17 eess.IV cs.CV 84%

Privacy-Net: An Adversarial Approach for Identity-Obfuscated Segmentation of Medical Images

Bach Ngoc Kim, Jose Dolz, Pierre-Marc Jodoin, Christian Desrosiers

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

2011.00526 2020-11-03 eess.IV cs.CV 84%

Learning Euler's Elastica Model for Medical Image Segmentation

Xu Chen, Xiangde Luo, Yitian Zhao, Shaoting Zhang, Guotai Wang, Yalin Zheng

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

Comments 9 pages, 4 figures

2010.13172 2020-10-27 eess.IV cs.CV 84%

Unsupervised Super-Resolution: Creating High-Resolution Medical Images from Low-Resolution Anisotropic Examples

Jörg Sander, Bob D. de Vos, Ivana Išgum

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

Comments accepted at the SPIE Medical Imaging 2021 conference

1. 医学影像 22633 篇

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

Cutting-edge 3D Medical Image Segmentation Methods in 2020: Are Happy Families All Alike?

Annotation-Efficient Learning for Medical Image Segmentation based on Noisy Pseudo Labels and Adversarial Learning

Cascaded Framework for Automatic Evaluation of Myocardial Infarction from Delayed-Enhancement Cardiac MRI

3D Graph Anatomy Geometry-Integrated Network for Pancreatic Mass Segmentation, Diagnosis, and Quantitative Patient Management

An Attention Mechanism with Multiple Knowledge Sources for COVID-19 Detection from CT Images

Long-range medical image registration through generalized mutual information (GMI): toward a fully automatic volumetric alignment

Uncertainty-driven ensembles of deep architectures for multiclass classification. Application to COVID-19 diagnosis in chest X-ray images

Inter-slice Context Residual Learning for 3D Medical Image Segmentation

Privacy Preserving for Medical Image Analysis via Non-Linear Deformation Proxy

CT-based COVID-19 Triage: Deep Multitask Learning Improves Joint Identification and Severity Quantification

Convolutional 3D to 2D Patch Conversion for Pixel-wise Glioma Segmentation in MRI Scans

Anatomy Prior Based U-net for Pathology Segmentation with Attention

Privacy-Net: An Adversarial Approach for Identity-Obfuscated Segmentation of Medical Images

Learning Euler's Elastica Model for Medical Image Segmentation

Unsupervised Super-Resolution: Creating High-Resolution Medical Images from Low-Resolution Anisotropic Examples