医学 AI - arXivDaily 专题

2010.08582 2021-01-18 eess.IV cs.CV cs.LG 82%

CT Image Segmentation for Inflamed and Fibrotic Lungs Using a Multi-Resolution Convolutional Neural Network

Sarah E. Gerard, Jacob Herrmann, Yi Xin, Kevin T. Martin, Emanuele Rezoagli, Davide Ippolito, Giacomo Bellani, Maurizio Cereda, Junfeng Guo, Eric A. Hoffman, David W. Kaczka, Joseph M. Reinhardt

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

Journal ref Sci Rep 11, 1455 (2021)

2012.15294 2021-01-01 eess.IV cs.CV cs.LG 82%

MRI brain tumor segmentation and uncertainty estimation using 3D-UNet architectures

Laura Mora Ballestar, Veronica Vilaplana

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

Comments Extended paper. BrainLes Workshop, MICCAI 2020. arXiv admin note: substantial text overlap with arXiv:2009.12188

2012.07237 2020-12-29 eess.IV cs.CV cs.LG 82%

Accurate Cell Segmentation in Digital Pathology Images via Attention Enforced Networks

Muyi Sun, Zeyi Yao, Guanhong Zhang

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

Comments 6 pages. Accepted by ICPR2020 in the first round

1910.06271 2020-12-29 eess.IV cs.CV cs.LG 82%

Organ-based Chronological Age Estimation based on 3D MRI Scans

Karim Armanious, Sherif Abdulatif, Anish Rao Bhaktharaguttu, Thomas Küstner, Tobias Hepp, Sergios Gatidis, Bin Yang

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

Comments Submitted to IEEE EUSIPCO 2020

1910.02285 2020-12-18 eess.IV cs.CV cs.LG 82%

A Deep Learning System That Generates Quantitative CT Reports for Diagnosing Pulmonary Tuberculosis

Wei Wu, Xukun Li, Peng Du, Guanjing Lang, Min Xu, Kaijin Xu, Lanjuan Li

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

2008.07071 2020-12-15 eess.IV cs.CV cs.LG 82%

Towards Cardiac Intervention Assistance: Hardware-aware Neural Architecture Exploration for Real-Time 3D Cardiac Cine MRI Segmentation

Dewen Zeng, Weiwen Jiang, Tianchen Wang, Xiaowei Xu, Haiyun Yuan, Meiping Huang, Jian Zhuang, Jingtong Hu, Yiyu Shi

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

Comments 8 pages, conference

2004.13175 2020-12-15 eess.IV cs.CV cs.LG 82%

A scoping review of transfer learning research on medical image analysis using ImageNet

Mohammad Amin Morid, Alireza Borjali, Guilherme Del Fiol

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

Journal ref Computers in Biology and Medicine, 128 (2021)

2012.01145 2020-12-03 eess.IV cs.CV cs.LG 82%

Ultrasound Diagnosis of COVID-19: Robustness and Explainability

Jay Roberts, Theodoros Tsiligkaridis

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

1912.12318 2020-12-02 eess.IV cs.CV cs.LG physics.med-ph stat.ML 82%

Deep Learning in Medical Image Registration: A Review

Yabo Fu, Yang Lei, Tonghe Wang, Walter J. Curran, Tian Liu, Xiaofeng Yang

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

Comments 32 pages, 4 figures, 9 tables

2010.02041 2020-11-22 cs.CV cs.LG eess.IV 82%

Probabilistic 3D surface reconstruction from sparse MRI information

Katarína Tóthová, Sarah Parisot, Matthew Lee, Esther Puyol-Antón, Andrew King, Marc Pollefeys, Ender Konukoglu

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

Comments MICCAI 2020

1912.09287 2020-11-17 eess.IV cs.CV cs.LG stat.ML 82%

Evaluation of Multi-Slice Inputs to Convolutional Neural Networks for Medical Image Segmentation

Minh H. Vu, Guus Grimbergen, Tufve Nyholm, Tommy Löfstedt

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

2011.02322 2020-11-05 eess.SP cs.LG eess.IV 82%

Fast Data-Driven Learning of MRI Sampling Pattern for Large Scale Problems

Marcelo V. W. Zibetti, Gabor T. Herman, Ravinder R. Regatte

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

Comments 18 pages, 7 figures, 1 algorithm. Submitted to Magnetic Resonance in Medicine

2011.02155 2020-11-05 eess.IV cs.CV cs.LG 82%

Do Noises Bother Human and Neural Networks In the Same Way? A Medical Image Analysis Perspective

Shao-Cheng Wen, Yu-Jen Chen, Zihao Liu, Wujie Wen, Xiaowei Xu, Yiyu Shi, Tsung-Yi Ho, Qianjun Jia, Meiping Huang, Jian Zhuang

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

1912.04278 2020-11-05 eess.IV cs.CV cs.LG stat.ML 82%

Deep Efficient End-to-end Reconstruction (DEER) Network for Few-view Breast CT Image Reconstruction

Huidong Xie, Hongming Shan, Wenxiang Cong, Chi Liu, Xiaohua Zhang, Shaohua Liu, Ruola Ning, Ge Wang

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

2007.05149 2020-11-03 eess.IV cs.CV cs.LG 82%

Localized Motion Artifact Reduction on Brain MRI Using Deep Learning with Effective Data Augmentation Techniques

Yijun Zhao, Jacek Ossowski, Xuming Wang, Shangjin Li, Orrin Devinsky, Samantha P. Martin, Heath R. Pardoe

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

Comments 11 pages, 8 figures

2010.16041 2020-11-02 eess.IV cs.CV cs.LG 82%

COVID-FACT: A Fully-Automated Capsule Network-based Framework for Identification of COVID-19 Cases from Chest CT scans

Shahin Heidarian, Parnian Afshar, Nastaran Enshaei, Farnoosh Naderkhani, Anastasia Oikonomou, S. Farokh Atashzar, Faranak Babaki Fard, Kaveh Samimi, Konstantinos N. Plataniotis, Arash Mohammadi, Moezedin Javad Rafiee

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

2010.15233 2020-10-30 eess.IV cs.CV cs.LG 82%

Accurate Prostate Cancer Detection and Segmentation on Biparametric MRI using Non-local Mask R-CNN with Histopathological Ground Truth

Zhenzhen Dai, Ivan Jambor, Pekka Taimen, Milan Pantelic, Mohamed Elshaikh, Craig Rogers, Otto Ettala, Peter Boström, Hannu Aronen, Harri Merisaari, Ning Wen

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

2007.12525 2020-10-30 eess.IV cs.CV cs.LG 82%

Study of Different Deep Learning Approach with Explainable AI for Screening Patients with COVID-19 Symptoms: Using CT Scan and Chest X-ray Image Dataset

Md Manjurul Ahsan, Kishor Datta Gupta, Mohammad Maminur Islam, Sajib Sen, Md. Lutfar Rahman, Mohammad Shakhawat Hossain

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

Comments This is a work in progress, it should not be relied upon without context to guide clinical practice or health-related behavior and should not be reported in news media as established information without consulting multiple experts in the field

2003.03824 2020-10-30 eess.IV cs.CV cs.LG 82%

No Surprises: Training Robust Lung Nodule Detection for Low-Dose CT Scans by Augmenting with Adversarial Attacks

Siqi Liu, Arnaud Arindra Adiyoso Setio, Florin C. Ghesu, Eli Gibson, Sasa Grbic, Bogdan Georgescu, Dorin Comaniciu

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

Comments Published on IEEE Trans. on Medical Imaging

2001.07847 2020-10-21 eess.IV cs.CV cs.LG 82%

A versatile anomaly detection method for medical images with a flow-based generative model in semi-supervision setting

H. Shibata, S. Hanaoka, Y. Nomura, T. Nakao, I. Sato, D. Sato, N. Hayashi, O. Abe

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

2010.06027 2020-10-14 eess.IV cs.CV cs.LG physics.med-ph 82%

Assessing Lesion Segmentation Bias of Neural Networks on Motion Corrupted Brain MRI

Tejas Sudharshan Mathai, Yi Wang, Nathan Cross

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

Comments First two authors contributed equally. Accepted at MICCAI BrainLes 2020

2010.03396 2020-10-13 eess.IV cs.CV cs.LG 82%

Memory-efficient GAN-based Domain Translation of High Resolution 3D Medical Images

Hristina Uzunova, Jan Ehrhardt, Heinz Handels

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

Comments Accepted for Computerized Medical Imaging and Graphics

2007.04754 2020-10-12 eess.IV cs.CV cs.LG 82%

JBFnet -- Low Dose CT Denoising by Trainable Joint Bilateral Filtering

Mayank Patwari, Ralf Gutjahr, Rainer Raupach, Andreas Maier

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

Comments 10 pages, 4 figures, 1 table. Accepted at MICCAI2020

2002.06862 2020-10-12 eess.IV cs.CV cs.IR cs.LG 82%

Large-scale biometry with interpretable neural network regression on UK Biobank body MRI

Taro Langner, Robin Strand, Håkan Ahlström, Joel Kullberg

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

2001.08699 2020-10-09 eess.IV cs.CV cs.LG stat.ML 82%

MRI Banding Removal via Adversarial Training

Aaron Defazio, Tullie Murrell, Michael P. Recht

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

2009.05383 2020-09-14 eess.IV cs.CV cs.LG 82%

COVIDNet-CT: A Tailored Deep Convolutional Neural Network Design for Detection of COVID-19 Cases from Chest CT Images

Hayden Gunraj, Linda Wang, Alexander Wong

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

Comments 12 pages

2009.05096 2020-09-14 eess.IV cs.CV cs.LG 82%

COVID CT-Net: Predicting Covid-19 From Chest CT Images Using Attentional Convolutional Network

Shakib Yazdani, Shervin Minaee, Rahele Kafieh, Narges Saeedizadeh, Milan Sonka

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

2002.12018 2020-09-10 eess.IV cs.LG eess.SP 82%

Momentum-Net for Low-Dose CT Image Reconstruction

Siqi Ye, Yong Long, Il Yong Chun

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

Comments Five pages conference paper. Accepted by 2020 Asilomar Conference on Signals, Systems, and Computers

2009.01924 2020-09-08 eess.IV cs.CV cs.LG cs.MS 82%

Introduction to Medical Image Registration with DeepReg, Between Old and New

N. Montana Brown, Y. Fu, S. U. Saeed, A. Casamitjana, Z. M. C. Baum, R. Delaunay, Q. Yang, A. Grimwood, Z. Min, E. Bonmati, T. Vercauteren, M. J. Clarkson, Y. Hu

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

Comments Submitted to MICCAI Educational Challenge 2020

2005.13099 2020-09-08 cs.LG cs.CR cs.CV eess.IV stat.ML 82%

Benchmarking Differentially Private Residual Networks for Medical Imagery

Sahib Singh, Harshvardhan Sikka, Sasikanth Kotti, Andrew Trask

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

Comments 5 Pages, 4 Figures

1. 医学影像 22656 篇

CT Image Segmentation for Inflamed and Fibrotic Lungs Using a Multi-Resolution Convolutional Neural Network

MRI brain tumor segmentation and uncertainty estimation using 3D-UNet architectures

Accurate Cell Segmentation in Digital Pathology Images via Attention Enforced Networks

Organ-based Chronological Age Estimation based on 3D MRI Scans

A Deep Learning System That Generates Quantitative CT Reports for Diagnosing Pulmonary Tuberculosis

Towards Cardiac Intervention Assistance: Hardware-aware Neural Architecture Exploration for Real-Time 3D Cardiac Cine MRI Segmentation

A scoping review of transfer learning research on medical image analysis using ImageNet

Ultrasound Diagnosis of COVID-19: Robustness and Explainability

Deep Learning in Medical Image Registration: A Review

Probabilistic 3D surface reconstruction from sparse MRI information

Evaluation of Multi-Slice Inputs to Convolutional Neural Networks for Medical Image Segmentation

Fast Data-Driven Learning of MRI Sampling Pattern for Large Scale Problems

Do Noises Bother Human and Neural Networks In the Same Way? A Medical Image Analysis Perspective

Deep Efficient End-to-end Reconstruction (DEER) Network for Few-view Breast CT Image Reconstruction

Localized Motion Artifact Reduction on Brain MRI Using Deep Learning with Effective Data Augmentation Techniques

COVID-FACT: A Fully-Automated Capsule Network-based Framework for Identification of COVID-19 Cases from Chest CT scans

Accurate Prostate Cancer Detection and Segmentation on Biparametric MRI using Non-local Mask R-CNN with Histopathological Ground Truth

Study of Different Deep Learning Approach with Explainable AI for Screening Patients with COVID-19 Symptoms: Using CT Scan and Chest X-ray Image Dataset

No Surprises: Training Robust Lung Nodule Detection for Low-Dose CT Scans by Augmenting with Adversarial Attacks

A versatile anomaly detection method for medical images with a flow-based generative model in semi-supervision setting

Assessing Lesion Segmentation Bias of Neural Networks on Motion Corrupted Brain MRI

Memory-efficient GAN-based Domain Translation of High Resolution 3D Medical Images

JBFnet -- Low Dose CT Denoising by Trainable Joint Bilateral Filtering

Large-scale biometry with interpretable neural network regression on UK Biobank body MRI

MRI Banding Removal via Adversarial Training

COVIDNet-CT: A Tailored Deep Convolutional Neural Network Design for Detection of COVID-19 Cases from Chest CT Images

COVID CT-Net: Predicting Covid-19 From Chest CT Images Using Attentional Convolutional Network

Momentum-Net for Low-Dose CT Image Reconstruction

Introduction to Medical Image Registration with DeepReg, Between Old and New

Benchmarking Differentially Private Residual Networks for Medical Imagery