医学 AI - arXivDaily 专题

1912.05396 2020-10-27 cs.CV cs.LG 84%

Multimodal Self-Supervised Learning for Medical Image Analysis

Aiham Taleb, Christoph Lippert, Tassilo Klein, Moin Nabi

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

Comments NeurIPS 2019 Workshops

2010.04920 2020-10-26 eess.IV cs.CV 84%

Selective Information Passing for MR/CT Image Segmentation

Qikui Zhu, Liang Li, Jiangnan Hao, Yunfei Zha, Yan Zhang, Yanxiang Cheng, Fei Liao, Pingxiang Li

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

2010.08713 2020-10-22 cs.CV cs.LG 84%

CQ-VAE: Coordinate Quantized VAE for Uncertainty Estimation with Application to Disk Shape Analysis from Lumbar Spine MRI Images

Linchen Qian, Jiasong Chen, Timur Urakov, Weiyong Gu, Liang Liang

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

Comments This paper is accepted by 19th IEEE International Conference on Machine Learning and Applications (ICMLA2020)

2010.07222 2020-10-15 eess.IV cs.CV 84%

Domain Shift in Computer Vision models for MRI data analysis: An Overview

Ekaterina Kondrateva, Marina Pominova, Elena Popova, Maxim Sharaev, Alexander Bernstein, Evgeny Burnaev

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

Comments 8 pages, 1 figure

Journal ref ICMV2020

2010.01532 2020-10-06 eess.IV cs.CV 84%

Towards Cross-modality Medical Image Segmentation with Online Mutual Knowledge Distillation

Kang Li, Lequan Yu, Shujun Wang, Pheng-Ann Heng

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

Comments Accepted by AAAI 2020

Journal ref AAAI 2020

2005.02706 2020-10-01 eess.IV cs.CV 84%

Knee Injury Detection using MRI with Efficiently-Layered Network (ELNet)

Chen-Han Tsai, Nahum Kiryati, Eli Konen, Iris Eshed, Arnaldo Mayer

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

Comments 11 pages, 4 figures, Accepted to the Medical Imaging and Deep Learning (MIDL) Conference 2020

Journal ref Proceedings of Machine Learning Research 121 (2020) 784-794

2009.10474 2020-09-23 eess.IV cs.CV 84%

Classification of COVID-19 in CT Scans using Multi-Source Transfer Learning

Alejandro R. Martinez

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

2009.07469 2020-09-17 eess.IV cs.CV 84%

Deep Sinogram Completion with Image Prior for Metal Artifact Reduction in CT Images

Lequan Yu, Zhicheng Zhang, Xiaomeng Li, Lei Xing

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

Comments Accepted by IEEE Transactions on Medical Imaging

2008.10652 2020-08-26 eess.IV cs.CV 84%

Robust Pancreatic Ductal Adenocarcinoma Segmentation with Multi-Institutional Multi-Phase Partially-Annotated CT Scans

Ling Zhang, Yu Shi, Jiawen Yao, Yun Bian, Kai Cao, Dakai Jin, Jing Xiao, Le Lu

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

Comments 10 pages, 2 figures; MICCAI 2020

2008.09866 2020-08-25 cs.CV eess.IV 84%

Symbolic Semantic Segmentation and Interpretation of COVID-19 Lung Infections in Chest CT volumes based on Emergent Languages

Aritra Chowdhury, Alberto Santamaria-Pang, James R. Kubricht, Jianwei Qiu, Peter Tu

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

2008.08730 2020-08-21 physics.med-ph cs.CV eess.IV 84%

iPhantom: a framework for automated creation of individualized computational phantoms and its application to CT organ dosimetry

Wanyi Fu, Shobhit Sharma, Ehsan Abadi, Alexandros-Stavros Iliopoulos, Qi Wang, Joseph Y. Lo, Xiaobai Sun, William P. Segars, Ehsan Samei

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

Comments Main text: 11 pages, 8 figures; Supplement material: 7 pages, 5 figures, 7 tables

2008.02952 2020-08-10 cs.CV cs.LG 84%

Few Shot Learning Framework to Reduce Inter-observer Variability in Medical Images

Sohini Roychowdhury

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

Comments 8 pages, 8 figures, 4 tables

Journal ref ICPR 2020

2007.10033 2020-07-21 eess.IV cs.LG 84%

Universal Loss Reweighting to Balance Lesion Size Inequality in 3D Medical Image Segmentation

Boris Shirokikh, Alexey Shevtsov, Anvar Kurmukov, Alexandra Dalechina, Egor Krivov, Valery Kostjuchenko, Andrey Golanov, Mikhail Belyaev

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

Comments Accepted to MICCAI 2020

2007.09791 2020-07-21 eess.IV cs.CV 84%

E$^2$Net: An Edge Enhanced Network for Accurate Liver and Tumor Segmentation on CT Scans

Youbao Tang, Yuxing Tang, Yingying Zhu, Jing Xiao, Ronald M. Summers

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

2007.09669 2020-07-21 eess.IV cs.CV 84%

Unified cross-modality feature disentangler for unsupervised multi-domain MRI abdomen organs segmentation

Jue Jiang, Harini Veeraraghavan

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

Comments This paper has been accepted by MICCAI2020

Journal ref MICCAI 2020

2005.12209 2020-07-21 eess.IV cs.CV 84%

JSSR: A Joint Synthesis, Segmentation, and Registration System for 3D Multi-Modal Image Alignment of Large-scale Pathological CT Scans

Fengze Liu, Jinzheng Cai, Yuankai Huo, Chi-Tung Cheng, Ashwin Raju, Dakai Jin, Jing Xiao, Alan Yuille, Le Lu, ChienHung Liao, Adam P Harrison

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

Comments accepted to ECCV 2020

2007.08628 2020-07-20 cs.CV cs.IR eess.IV 84%

Universal Model for Multi-Domain Medical Image Retrieval

Yang Feng, Yubao Liu, Jiebo Luo

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

Comments arXiv admin note: substantial text overlap with arXiv:2003.03701

2007.08238 2020-07-20 eess.IV cs.CV 84%

U-Net Based Architecture for an Improved Multiresolution Segmentation in Medical Images

Simindokht Jahangard, Mohammad Hossein Zangooei, Maysam Shahedi

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

2007.08146 2020-07-17 cs.CV eess.IV 84%

Enhanced detection of fetal pose in 3D MRI by Deep Reinforcement Learning with physical structure priors on anatomy

Molin Zhang, Junshen Xu, Esra Abaci Turk, P. Ellen Grant, Polina Golland, Elfar Adalsteinsson

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

Comments 10 pages, 3 figures, MICCAI 2020

2007.04780 2020-07-10 eess.IV cs.CV 84%

Modelling the Distribution of 3D Brain MRI using a 2D Slice VAE

Anna Volokitin, Ertunc Erdil, Neerav Karani, Kerem Can Tezcan, Xiaoran Chen, Luc Van Gool, Ender Konukoglu

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

Comments accepted for publication at MICCAI 2020. Code available https://github.com/voanna/slices-to-3d-brain-vae/

2007.03199 2020-07-08 eess.IV cs.CV 84%

Automatic lesion detection, segmentation and characterization via 3D multiscale morphological sifting in breast MRI

Hang Min, Darryl McClymont, Shekhar S. Chandra, Stuart Crozier, Andrew P. Bradley

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

2003.08441 2020-07-03 eess.IV cs.CV 84%

Detecting Pancreatic Ductal Adenocarcinoma in Multi-phase CT Scans via Alignment Ensemble

Yingda Xia, Qihang Yu, Wei Shen, Yuyin Zhou, Elliot K. Fishman, Alan L. Yuille

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

Comments The first two authors contributed equally to this work. Accepted to MICCAI 2020

2004.04931 2020-06-15 eess.IV cs.LG stat.ML 84%

CoroNet: A deep neural network for detection and diagnosis of COVID-19 from chest x-ray images

Asif Iqbal Khan, Junaid Latief Shah, Mudasir Bhat

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

Comments 9 pages, 8 Figures and 8 Tables

Journal ref Computer Methods and Programs in Biomedicine 196C (2020) 105581

2002.04455 2020-06-09 eess.IV cs.CV 84%

HRINet: Alternative Supervision Network for High-resolution CT image Interpolation

Jiawei Li, Jae Chul Koh, Won-Sook Lee

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

2005.14355 2020-06-01 eess.IV cs.CV 84%

Enhancing Foreground Boundaries for Medical Image Segmentation

Dong Yang, Holger Roth, Xiaosong Wang, Ziyue Xu, Andriy Myronenko, Daguang Xu

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

2005.05761 2020-05-13 eess.IV cs.CV physics.med-ph 84%

Adipose Tissue Segmentation in Unlabeled Abdomen MRI using Cross Modality Domain Adaptation

Samira Masoudi, Syed M. Anwar, Stephanie A. Harmon, Peter L. Choyke, Baris Turkbey, Ulas Bagci

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

Comments 5 pages,7 figures, EMBC 2020 conference

1908.05926 2020-05-08 eess.IV cs.CV 84%

Empirical Bayesian Mixture Models for Medical Image Translation

Mikael Brudfors, John Ashburner, Parashkev Nachev, Yael Balbastre

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

Comments Accepted to the Simulation and Synthesis in Medical Imaging (SASHIMI) workshop at MICCAI 2019

1910.02235 2020-05-05 eess.IV cs.CV 84%

Cascaded Volumetric Convolutional Network for Kidney Tumor Segmentation from CT volumes

Yao Zhang, Yixin Wang, Feng Hou, Jiawei Yang, Guangwei Xiong, Jiang Tian, Cheng Zhong

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

2004.11253 2020-04-24 eess.IV cs.CV 84%

L-CO-Net: Learned Condensation-Optimization Network for Clinical Parameter Estimation from Cardiac Cine MRI

S. M. Kamrul Hasan, Cristian A. Linte

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

Comments 6 pages, 5 figures, IEEE Conference. arXiv admin note: text overlap with arXiv:2004.02249

2004.10641 2020-04-23 eess.IV cs.CV 84%

Automatic Detection of Coronavirus Disease (COVID-19) in X-ray and CT Images: A Machine Learning-Based Approach

Sara Hosseinzadeh Kassani, Peyman Hosseinzadeh Kassasni, Michal J. Wesolowski, Kevin A. Schneider, Ralph Deters

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

1. 医学影像 22633 篇

Multimodal Self-Supervised Learning for Medical Image Analysis

Selective Information Passing for MR/CT Image Segmentation

CQ-VAE: Coordinate Quantized VAE for Uncertainty Estimation with Application to Disk Shape Analysis from Lumbar Spine MRI Images

Domain Shift in Computer Vision models for MRI data analysis: An Overview

Towards Cross-modality Medical Image Segmentation with Online Mutual Knowledge Distillation

Knee Injury Detection using MRI with Efficiently-Layered Network (ELNet)

Classification of COVID-19 in CT Scans using Multi-Source Transfer Learning

Deep Sinogram Completion with Image Prior for Metal Artifact Reduction in CT Images

Robust Pancreatic Ductal Adenocarcinoma Segmentation with Multi-Institutional Multi-Phase Partially-Annotated CT Scans

Symbolic Semantic Segmentation and Interpretation of COVID-19 Lung Infections in Chest CT volumes based on Emergent Languages

iPhantom: a framework for automated creation of individualized computational phantoms and its application to CT organ dosimetry

Few Shot Learning Framework to Reduce Inter-observer Variability in Medical Images

Universal Loss Reweighting to Balance Lesion Size Inequality in 3D Medical Image Segmentation

E$^2$Net: An Edge Enhanced Network for Accurate Liver and Tumor Segmentation on CT Scans

Unified cross-modality feature disentangler for unsupervised multi-domain MRI abdomen organs segmentation

JSSR: A Joint Synthesis, Segmentation, and Registration System for 3D Multi-Modal Image Alignment of Large-scale Pathological CT Scans

Universal Model for Multi-Domain Medical Image Retrieval

U-Net Based Architecture for an Improved Multiresolution Segmentation in Medical Images

Enhanced detection of fetal pose in 3D MRI by Deep Reinforcement Learning with physical structure priors on anatomy

Modelling the Distribution of 3D Brain MRI using a 2D Slice VAE

Automatic lesion detection, segmentation and characterization via 3D multiscale morphological sifting in breast MRI

Detecting Pancreatic Ductal Adenocarcinoma in Multi-phase CT Scans via Alignment Ensemble

CoroNet: A deep neural network for detection and diagnosis of COVID-19 from chest x-ray images

HRINet: Alternative Supervision Network for High-resolution CT image Interpolation

Enhancing Foreground Boundaries for Medical Image Segmentation

Adipose Tissue Segmentation in Unlabeled Abdomen MRI using Cross Modality Domain Adaptation

Empirical Bayesian Mixture Models for Medical Image Translation

Cascaded Volumetric Convolutional Network for Kidney Tumor Segmentation from CT volumes

L-CO-Net: Learned Condensation-Optimization Network for Clinical Parameter Estimation from Cardiac Cine MRI

Automatic Detection of Coronavirus Disease (COVID-19) in X-ray and CT Images: A Machine Learning-Based Approach