医学 AI - arXivDaily 专题

2110.15082 2021-11-11 cs.CV 77%

SpineOne: A One-Stage Detection Framework for Degenerative Discs and Vertebrae

Jiabo He, Wei Liu, Yu Wang, Xingjun Ma, Xian-Sheng Hua

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

2004.14557 2021-10-01 cs.CV 77%

Learning Deformable Image Registration from Optimization: Perspective, Modules, Bilevel Training and Beyond

Risheng Liu, Zi Li, Xin Fan, Chenying Zhao, Hao Huang, Zhongxuan Luo

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

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence 2021

1805.02798 2021-09-16 cs.CV 77%

Combo Loss: Handling Input and Output Imbalance in Multi-Organ Segmentation

Saeid Asgari Taghanaki, Yefeng Zheng, S. Kevin Zhou, Bogdan Georgescu, Puneet Sharma, Daguang Xu, Dorin Comaniciu, Ghassan Hamarneh

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

2006.13265 2021-09-14 cs.CV 77%

Anomaly Detection in Medical Imaging with Deep Perceptual Autoencoders

Nina Shvetsova, Bart Bakker, Irina Fedulova, Heinrich Schulz, Dmitry V. Dylov

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

Comments The final authenticated publication is available online at https://ieeexplore.ieee.org/abstract/document/9521238

Journal ref IEEE Access, vol. 9, pp. 118571-118583, 2021

1910.10504 2021-09-06 eess.IV 77%

Liver Segmentation from Multimodal Images using HED-Mask R-CNN

Supriti Mulay, Deepika G, Jeevakala S, Keerthi Ram, Mohanasankar Sivaprakasam

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

Comments Accepted in 1st International Workshop on Multiscale Multimodal Medical Imaging (MMMI 2019) - MICCAI 2019

Journal ref Multiscale Multimodal Medical Imaging. MMMI 2019. Lecture Notes in Computer Science, vol 11977

2103.04167 2021-07-14 cs.CV cs.AI 77%

Imbalance-Aware Self-Supervised Learning for 3D Radiomic Representations

Hongwei Li, Fei-Fei Xue, Krishna Chaitanya, Shengda Luo, Ivan Ezhov, Benedikt Wiestler, Jianguo Zhang, Bjoern Menze

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

Comments camera-ready version in MICCAI 2021

2011.12506 2021-07-13 cs.CV 77%

Using Radiomics as Prior Knowledge for Thorax Disease Classification and Localization in Chest X-rays

Yan Han, Chongyan Chen, Liyan Tang, Mingquan Lin, Ajay Jaiswal, Song Wang, Ahmed Tewfik, George Shih, Ying Ding, Yifan Peng

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

Comments Accepted by AMIA 2021

2107.02622 2021-07-07 cs.CV 77%

Detecting Outliers with Poisson Image Interpolation

Jeremy Tan, Benjamin Hou, Thomas Day, John Simpson, Daniel Rueckert, Bernhard Kainz

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

Comments MICCAI 2021

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

1. 医学影像 22731 篇

SpineOne: A One-Stage Detection Framework for Degenerative Discs and Vertebrae

Learning Deformable Image Registration from Optimization: Perspective, Modules, Bilevel Training and Beyond

Combo Loss: Handling Input and Output Imbalance in Multi-Organ Segmentation

Anomaly Detection in Medical Imaging with Deep Perceptual Autoencoders

Liver Segmentation from Multimodal Images using HED-Mask R-CNN

Imbalance-Aware Self-Supervised Learning for 3D Radiomic Representations

Using Radiomics as Prior Knowledge for Thorax Disease Classification and Localization in Chest X-rays

Detecting Outliers with Poisson Image Interpolation

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