医学 AI - arXivDaily 专题

2107.01079 2021-07-05 cs.CV cs.AI cs.LG q-bio.QM 77%

Cooperative Training and Latent Space Data Augmentation for Robust Medical Image Segmentation

Chen Chen, Kerstin Hammernik, Cheng Ouyang, Chen Qin, Wenjia Bai, Daniel Rueckert

专题命中医学影像：medical image(title)；分类 cs.CV、cs.LG、q-bio

Comments MICCAI 2021

2106.04127 2021-06-09 cs.CV cs.AI 77%

Left Ventricle Contouring in Cardiac Images Based on Deep Reinforcement Learning

Sixing Yin, Yameng Han, Shufang Li

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

2011.09414 2021-06-02 eess.IV cs.CV cs.LG eess.SP physics.med-ph 77%

Self-Supervised Physics-Guided Deep Learning Reconstruction For High-Resolution 3D LGE CMR

Burhaneddin Yaman, Chetan Shenoy, Zilin Deng, Steen Moeller, Hossam El-Rewaidy, Reza Nezafat, Mehmet Akçakaya

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

Journal ref Proceedings of IEEE ISBI, 2021

2012.04066 2021-01-05 cs.CV 77%

A New Window Loss Function for Bone Fracture Detection and Localization in X-ray Images with Point-based Annotation

Xinyu Zhang, Yirui Wang, Chi-Tung Cheng, Le Lu, Adam P. Harrison, Jing Xiao, Chien-Hung Liao, Shun Miao

专题命中医学影像：medical image(abstract)；pathology(abstract)；diagnosis(abstract)；分类 cs.CV

Comments Accepted to AAAI-2021

2012.12570 2020-12-24 cs.CV cs.AI 77%

ICMSC: Intra- and Cross-modality Semantic Consistency for Unsupervised Domain Adaptation on Hip Joint Bone Segmentation

Guodong Zeng, Till D. Lerch, Florian Schmaranzer, Guoyan Zheng, Juergen Burger, Kate Gerber, Moritz Tannast, Klaus Siebenrock, Nicolas Gerber

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

Comments 12 pages, 3 figures, submitted to IPMI 2021

2011.11834 2020-11-25 cs.CV cs.AI 77%

Comparisons among different stochastic selection of activation layers for convolutional neural networks for healthcare

Loris Nanni, Alessandra Lumini, Stefano Ghidoni, Gianluca Maguolo

专题命中医学影像：medical image(abstract)；diagnosis(abstract)；biomedical(abstract)；分类 cs.CV

2004.14580 2020-11-17 q-bio.QM cs.LG eess.IV q-bio.NC 77%

Prediction of Epilepsy Development in Traumatic Brain Injury Patients from Diffusion Weighted MRI

Md Navid Akbar, Marianna La Rocca, Rachael Garner, Dominique Duncan, Deniz Erdoğmuş

专题命中医学影像：MRI(title)；分类 cs.LG、q-bio、eess.IV

Comments 2 pages, 3 figures, 1 table

2011.01355 2020-11-04 cs.LG cs.CV q-bio.QM 77%

Patch2Self: Denoising Diffusion MRI with Self-Supervised Learning

Shreyas Fadnavis, Joshua Batson, Eleftherios Garyfallidis

专题命中医学影像：MRI(title)；分类 cs.CV、cs.LG、q-bio

Journal ref Thirty-fourth Conference on Neural Information Processing Systems, 2020

2007.15523 2020-07-31 cs.CV 77%

A new Local Radon Descriptor for Content-Based Image Search

Morteza Babaie, Hany Kashani, Meghana D. Kumar, Hamid. R. Tizhoosh

专题命中医学影像：medical image(abstract)；CT(abstract)；pathology(abstract)；分类 cs.CV

Comments {To appear in International Conference on AI in Medicine (AIME 2020), University of Minnesota, USA

2007.11488 2020-07-23 eess.IV 77%

Analysis and Comparison of Different Wavelet Transform Methods Using Benchmarks for Image Fusion

T Deepika

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

Comments International Conference on Computer, Communication and Signal Processing

2004.07995 2020-04-20 cs.CV 77%

A generic ensemble based deep convolutional neural network for semi-supervised medical image segmentation

Ruizhe Li, Dorothee Auer, Christian Wagner, Xin Chen

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

Comments Accepted for publication at IEEE International Symposium on Biomedical Imaging (ISBI) 2020

Journal ref 2020 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2020)

1912.03681 2020-04-02 cs.CV 77%

Voxel2Mesh: 3D Mesh Model Generation from Volumetric Data

Udaranga Wickramasinghe, Edoardo Remelli, Graham Knott, Pascal Fua

专题命中医学影像：MRI(abstract)；CT(abstract)；biomedical(abstract)；分类 cs.CV

1911.10229 2020-01-23 eess.IV eess.SP q-bio.QM 77%

Improved motion correction for functional MRI using an omnibus regression model

Vyom Raval, Kevin P. Nguyen, Albert Montillo

专题命中医学影像：MRI(title)；分类 q-bio、eess.IV、eess.SP

Comments 4 pages, 2 figures, accepted for IEEE ISBI 2020 conference Updated following ISBI reviewer suggestions

1911.06687 2019-11-18 cs.CV eess.IV q-bio.QM 77%

Deep radiomic features from MRI scans predict survival outcome of recurrent glioblastoma

Ahmad Chaddad, Saima Rathore, Mingli Zhang, Christian Desrosiers, Tamim Niazi

专题命中医学影像：MRI(title)；分类 cs.CV、q-bio、eess.IV

Comments Accepted in MICCAI RNO workshop

1907.10346 2019-07-25 cs.CV 77%

Delving Deep into Liver Focal Lesion Detection: A Preliminary Study

Jiechao Ma, Yingqian Chen, Yu Chen, Fengkai Wan, Sumin Xue, Ziping Li, Shiting Feng

专题命中医学影像：medical image(abstract)；CT(abstract)；diagnosis(abstract)；分类 cs.CV

1907.09670 2019-07-24 cs.CV 77%

Deformable Registration Using Average Geometric Transformations for Brain MR Images

Yongpei Zhu, Zicong Zhou, Guojun Liao, Kehong Yuan

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

Comments 9 pages,9 figures

1907.00943 2019-07-02 cs.CV eess.IV q-bio.QM 77%

Estimating brain age based on a healthy population with deep learning and structural MRI

Xinyang Feng, Zachary C. Lipton, Jie Yang, Scott A. Small, Frank A. Provenzano

专题命中医学影像：MRI(title)；分类 cs.CV、q-bio、eess.IV

Comments 32 pages, 9 figures, 6 tables

1903.01905 2019-04-25 cs.CV 77%

FastReg: Fast Non-Rigid Registration via Accelerated Optimisation on the Manifold of Diffeomorphisms

Daniel Grzech, Loïc le Folgoc, Mattias P. Heinrich, Bishesh Khanal, Jakub Moll, Julia A. Schnabel, Ben Glocker, Bernhard Kainz

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

Comments There is an ongoing dispute about the presentation of this paper. It will be withdrawn until the dispute is resoved

1802.09655 2019-03-19 cs.CV 77%

Translating and Segmenting Multimodal Medical Volumes with Cycle- and Shape-Consistency Generative Adversarial Network

Zizhao Zhang, Lin Yang, Yefeng Zheng

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

Comments CVPR2018 (a small revision in v2)

1901.09483 2019-01-29 cs.CV 77%

End-to-End Discriminative Deep Network for Liver Lesion Classification

Francisco Perdigon Romero, Andre Diler, Gabriel Bisson-Gregoire, Simon Turcotte, Real Lapointe, Franck Vandenbroucke-Menu, An Tang, Samuel Kadoury

专题命中医学影像：CT(abstract)；diagnosis(abstract)；radiology(abstract)；分类 cs.CV

1812.07907 2018-12-20 cs.CV 77%

PnP-AdaNet: Plug-and-Play Adversarial Domain Adaptation Network with a Benchmark at Cross-modality Cardiac Segmentation

Qi Dou, Cheng Ouyang, Cheng Chen, Hao Chen, Ben Glocker, Xiahai Zhuang, Pheng-Ann Heng

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

1812.01068 2018-12-05 cs.CV 77%

Machine Friendly Machine Learning: Interpretation of Computed Tomography Without Image Reconstruction

Hyunkwang Lee, Chao Huang, Sehyo Yune, Shahein H. Tajmir, Myeongchan Kim, Synho Do

专题命中医学影像：medical image(abstract)；CT(abstract)；diagnosis(abstract)；分类 cs.CV

1812.01049 2018-12-05 cs.CV 77%

Brain Tumor Segmentation using an Ensemble of 3D U-Nets and Overall Survival Prediction using Radiomic Features

Xue Feng, Nicholas Tustison, Craig Meyer

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

Comments arXiv admin note: text overlap with arXiv:1810.04274 by other authors

1804.02586 2018-11-21 cs.CV 77%

Semi-Supervised Multi-Organ Segmentation via Deep Multi-Planar Co-Training

Yuyin Zhou, Yan Wang, Peng Tang, Song Bai, Wei Shen, Elliot K. Fishman, Alan L. Yuille

专题命中医学影像：medical image(abstract)；CT(abstract)；biomedical(abstract)；分类 cs.CV

Comments accepted by WACV2019

1810.06889 2018-10-17 cs.CV 77%

Rotational 3D Texture Classification Using Group Equivariant CNNs

Vincent Andrearczyk, Adrien Depeursinge

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

1709.01809 2018-09-11 cs.CV 77%

CNN-Based Projected Gradient Descent for Consistent Image Reconstruction

Harshit Gupta, Kyong Hwan Jin, Ha Q. Nguyen, Michael T. McCann, Michael Unser

专题命中医学影像：CT(abstract)；diagnosis(abstract)；biomedical(abstract)；分类 cs.CV

Journal ref IEEE Transactions on Medical Imaging, vol. 37, no. 6, pp. 1440-1453, June 2018

1803.07276 2018-09-03 stat.ML cs.LG 77%

Removing Confounding Factors Associated Weights in Deep Neural Networks Improves the Prediction Accuracy for Healthcare Applications

Haohan Wang, Zhenglin Wu, Eric P. Xing

专题命中医学影像：CT(abstract)；diagnosis(abstract)；biomedical(abstract)；分类 cs.LG

Comments 12 pages, 5 figures

1807.06843 2018-07-19 cs.CV 77%

Learning Interpretable Anatomical Features Through Deep Generative Models: Application to Cardiac Remodeling

Carlo Biffi, Ozan Oktay, Giacomo Tarroni, Wenjia Bai, Antonio De Marvao, Georgia Doumou, Martin Rajchl, Reem Bedair, Sanjay Prasad, Stuart Cook, Declan O'Regan, Daniel Rueckert

专题命中医学影像：medical image(abstract)；pathology(abstract)；diagnosis(abstract)；分类 cs.CV

Comments Accepted at MICCAI 2018

1805.01717 2018-05-07 cs.CV 77%

Feature extraction with regularized siamese networks for outlier detection: application to lesion screening in medical imaging

Z. Alaverdyan, C. Lartizien

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

Comments Accepted to Conférence sur l'Apprentissage automatique (CAp) 2017

1710.11309 2017-11-01 cs.CV 77%

Tumor Classification and Segmentation of MR Brain Images

Tanvi Gupta, Pranay Manocha, Tapan K. Gandhi, RK Gupta, BK Panigrahi

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

1. 医学影像 22768 篇

Cooperative Training and Latent Space Data Augmentation for Robust Medical Image Segmentation

Left Ventricle Contouring in Cardiac Images Based on Deep Reinforcement Learning

Self-Supervised Physics-Guided Deep Learning Reconstruction For High-Resolution 3D LGE CMR

A New Window Loss Function for Bone Fracture Detection and Localization in X-ray Images with Point-based Annotation

ICMSC: Intra- and Cross-modality Semantic Consistency for Unsupervised Domain Adaptation on Hip Joint Bone Segmentation

Comparisons among different stochastic selection of activation layers for convolutional neural networks for healthcare

Prediction of Epilepsy Development in Traumatic Brain Injury Patients from Diffusion Weighted MRI

Patch2Self: Denoising Diffusion MRI with Self-Supervised Learning

A new Local Radon Descriptor for Content-Based Image Search

Analysis and Comparison of Different Wavelet Transform Methods Using Benchmarks for Image Fusion

A generic ensemble based deep convolutional neural network for semi-supervised medical image segmentation

Voxel2Mesh: 3D Mesh Model Generation from Volumetric Data

Improved motion correction for functional MRI using an omnibus regression model

Deep radiomic features from MRI scans predict survival outcome of recurrent glioblastoma

Delving Deep into Liver Focal Lesion Detection: A Preliminary Study

Deformable Registration Using Average Geometric Transformations for Brain MR Images

Estimating brain age based on a healthy population with deep learning and structural MRI

FastReg: Fast Non-Rigid Registration via Accelerated Optimisation on the Manifold of Diffeomorphisms

Translating and Segmenting Multimodal Medical Volumes with Cycle- and Shape-Consistency Generative Adversarial Network

End-to-End Discriminative Deep Network for Liver Lesion Classification

PnP-AdaNet: Plug-and-Play Adversarial Domain Adaptation Network with a Benchmark at Cross-modality Cardiac Segmentation

Machine Friendly Machine Learning: Interpretation of Computed Tomography Without Image Reconstruction

Brain Tumor Segmentation using an Ensemble of 3D U-Nets and Overall Survival Prediction using Radiomic Features

Semi-Supervised Multi-Organ Segmentation via Deep Multi-Planar Co-Training

Rotational 3D Texture Classification Using Group Equivariant CNNs

CNN-Based Projected Gradient Descent for Consistent Image Reconstruction

Removing Confounding Factors Associated Weights in Deep Neural Networks Improves the Prediction Accuracy for Healthcare Applications

Learning Interpretable Anatomical Features Through Deep Generative Models: Application to Cardiac Remodeling

Feature extraction with regularized siamese networks for outlier detection: application to lesion screening in medical imaging

Tumor Classification and Segmentation of MR Brain Images