医学 AI - arXivDaily 专题

2012.06346 2020-12-14 eess.IV cs.LG 79%

Distant Domain Transfer Learning for Medical Imaging

Shuteng Niu, Meryl Liu, Yongxin Liu, Jian Wang, Houbing Song

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

2012.02248 2020-12-07 cs.AI cs.CV cs.LG 79%

Explaining Predictions of Deep Neural Classifier via Activation Analysis

Martin Stano, Wanda Benesova, Lukas Samuel Martak

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

2011.11759 2020-11-25 eess.IV cs.CV cs.PF 79%

Patch-based field-of-view matching in multi-modal images for electroporation-based ablations

Luc Lafitte, Rémi Giraud, Cornel Zachiu, Mario Ries, Olivier Sutter, Antoine Petit, Olivier Seror, Clair Poignard, Baudouin Denis de Senneville

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

Comments 22 pages, 9 figures

Journal ref Computerized Medical Imaging and Graphics (2020)

2010.07486 2020-10-20 eess.IV cs.CV 79%

CS2-Net: Deep Learning Segmentation of Curvilinear Structures in Medical Imaging

Lei Mou, Yitian Zhao, Huazhu Fu, Yonghuai Liu, Jun Cheng, Yalin Zheng, Pan Su, Jianlong Yang, Li Chen, Alejandro F Frang, Masahiro Akiba, Jiang Liu

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

2010.04325 2020-10-12 q-bio.NC 79%

Minimal Specifications for Non-Human Primate MRI: Challenges in Standardizing and Harmonizing Data Collection

Joonas A. Autio, Qi Zhu, Xiaolian Li, Matthew F. Glasser, Caspar M. Schwiedrzik, Damien A. Fair, Jan Zimmermann, Essa Yacoub, Ravi S. Menon, David C. Van Essen, Takuya Hayashi, Brian Russ, Wim Vanduffel

专题命中医学影像：MRI(title,abstract)；分类 q-bio

2009.13986 2020-09-30 eess.IV cs.CV 79%

Deep Image Reconstruction using Unregistered Measurements without Groundtruth

Weijie Gan, Yu Sun, Cihat Eldeniz, Jiaming Liu, Hongyu An, Ulugbek S. Kamilov

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

2009.10646 2020-09-23 physics.med-ph q-bio.OT 79%

A stable method for 4D CT-based CFD simulation in the right ventricle of a TGA patient

Alexander Danilov, Yushui Han, Chun H. Lin, Alexander Lozovskiy, Maxim A. Olshanskii, Victoria Yu. Salamatova, Yuri V. Vassilevski

专题命中医学影像：CT(title,abstract)；分类 q-bio

Comments to be published in Russian Journal of Numerical Analysis and Mathematical Modelling

2009.06288 2020-09-15 cs.CV cs.AI cs.LG 79%

Unsupervised learning for vascular heterogeneity assessment of glioblastoma based on magnetic resonance imaging: The Hemodynamic Tissue Signature

Javier Juan-Albarracín

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

Comments PhD thesis. Supervisors: Juan M. García-Gómez and Elies Fuster-Garcia

2003.10197 2020-08-19 physics.med-ph q-bio.QM 79%

ConFiG: Contextual Fibre Growth to generate realistic axonal packing for diffusion MRI simulation

Ross Callaghan, Daniel C. Alexander, Marco Palombo, Hui Zhang

专题命中医学影像：MRI(title,abstract)；分类 q-bio

2008.04939 2020-08-14 physics.med-ph q-bio.TO 79%

Microstructure with Diffusion MRI: What Scale We Are Sensitive to?

Valerij G. Kiselev

专题命中医学影像：MRI(title,abstract)；分类 q-bio

Comments Review with 7 figures

1910.07916 2020-07-22 q-bio.NC physics.bio-ph physics.med-ph 79%

Diffusion MRI simulation of realistic neurons with SpinDoctor and the Neuron Module

Chengran Fang, Van-Dang Nguyen, Demian Wassermann, Jing-Rebecca Li

专题命中医学影像：MRI(title,abstract)；分类 q-bio

Comments 42 pages, 17 figures. arXiv admin note: text overlap with arXiv:1902.01025

2007.02367 2020-07-07 eess.IV cs.CV 79%

GanglionNet: Objectively Assess the Density and Distribution of Ganglion Cells With NABLA-N Network

Md Zahangir Alom, Raj P. Kapur, TJ Browen, Vijayan K. Asari

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

Comments 8 pages, 8 figures, 2 Tables

1906.11872 2020-06-02 eess.IV cs.CV 79%

The Worrisome Impact of an Inter-rater Bias on Neural Network Training

Or Shwartzman, Harel Gazit, Ilan Shelef, Tammy Riklin-Raviv

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

2005.13150 2020-05-28 q-bio.QM 79%

Towards in vivo g-ratio mapping using MRI: unifying myelin and diffusion imaging

Siawoosh Mohammadi, Martina F. Callaghan

专题命中医学影像：MRI(title,abstract)；分类 q-bio

Comments Will be published as a review article in Journal of Neuroscience Methods as parf of the Special Issue with Hu Cheng and Vince Calhoun as Guest Editors

2004.13903 2020-04-30 eess.IV cs.CV 79%

An Auto-Encoder Strategy for Adaptive Image Segmentation

Evan M. Yu, Juan Eugenio Iglesias, Adrian V. Dalca, Mert R. Sabuncu

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

Comments MIDL 2020

1911.12886 2020-04-13 eess.IV cs.CV 79%

Artificial Intelligence in Glioma Imaging: Challenges and Advances

Weina Jin, Mostafa Fatehi, Kumar Abhishek, Mayur Mallya, Brian Toyota, Ghassan Hamarneh

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

Comments 31 pages, 6 figures. Accepted for publication in the Journal of Neural Engineering

2003.14363 2020-04-01 eess.IV cs.CV 79%

Automated Methods for Detection and Classification Pneumonia based on X-Ray Images Using Deep Learning

Khalid El Asnaoui, Youness Chawki, Ali Idri

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

2003.00541 2020-03-03 eess.IV cs.LG stat.ML 79%

Deep Learning for Musculoskeletal Image Analysis

Ismail Irmakci, Syed Muhammad Anwar, Drew A. Torigian, Ulas Bagci

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

Comments Invited Paper, ASILOMAR 2019, TP4b: Machine Learning Advances in Computational Imaging

2002.12263 2020-02-28 eess.IV cs.CV 79%

Coronary Wall Segmentation in CCTA Scans via a Hybrid Net with Contours Regularization

Kaikai Huang, Antonio Tejero-de-Pablos, Hiroaki Yamane, Yusuke Kurose, Junichi Iho, Youji Tokunaga, Makoto Horie, Keisuke Nishizawa, Yusaku Hayashi, Yasushi Koyama, Tatsuya Harada

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

Comments 5 pages, 2 figures, accepted by ISBI 2020

2002.10994 2020-02-26 eess.IV cs.LG stat.ML 79%

Recalibrating 3D ConvNets with Project & Excite

Anne-Marie Rickmann, Abhijit Guha Roy, Ignacio Sarasua, Christian Wachinger

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

Comments Accepted for publication at IEEE Transactions on Medical Imaging

2001.08508 2020-01-29 physics.med-ph q-bio.NC 79%

A rapid-onset diffusion functional MRI signal reflects neuromorphological coupling dynamics

Daniel Nunes, Rita Gil, Noam Shemesh

专题命中医学影像：MRI(title,abstract)；分类 q-bio

2001.08924 2020-01-27 q-bio.TO 79%

Radiomics and artificial intelligence analysis of CT data for the identification of prognostic features in multiple myeloma

Daniela Schenonea, Rita Lai, Michele Cea, Federica Rossi, Lorenzo Torri, Bianca Bignotti, Giulia Succio, Stefano Gualco, Alessio Conte, Alida Dominietto, Anna Maria Massone, Michele Piana, Cristina Campi, Francesco Frassoni, Gianmario Sambuceti, Alberto Stefano Tagliafico

专题命中医学影像：CT(title,abstract)；分类 q-bio

2001.00170 2020-01-03 eess.IV cs.CV 79%

Residual Block-based Multi-Label Classification and Localization Network with Integral Regression for Vertebrae Labeling

Chunli Qin, Demin Yao, Han Zhuang, Hui Wang, Yonghong Shi, Zhijian Song

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

Comments 10 pages with 9 figures

1912.09497 2019-12-23 eess.IV cs.CV 79%

Anisotropic Super Resolution in Prostate MRI using Super Resolution Generative Adversarial Networks

Rewa Sood, Mirabela Rusu

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

Comments International Symposium on Biomedical Imaging, 4 pages, 4 figures, 1 table

Journal ref 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019), Venice, Italy, 2019, pp. 1688-1691

1912.07567 2019-12-17 q-bio.QM physics.med-ph q-bio.NC q-bio.TO 79%

Radiomic features of multi-parametric MRI present stable associations with analogous histological features in brain cancer patients

Samuel Bobholz, Allison Lowman, Alexander Barrington, Michael Brehler, Sean McGarry, Elizabeth J. Cochran, Jennifer Connelly, Wade M. Mueller, Mohit Agarwal, Darren O'Neill, Anjishnu Banerjee, Peter S. LaViolette

专题命中医学影像：MRI(title,abstract)；分类 q-bio

Comments 16 pages, 1 table, 5 figures, 1 supplemental figure

1912.07180 2019-12-17 physics.med-ph cs.LG eess.IV 79%

Penalized-likelihood PET Image Reconstruction Using 3D Structural Convolutional Sparse Coding

Nuobei Xie, Kuang Gong, Ning Guo, Zhixin Qin, Zhifang Wu, Huafeng Liu, Quanzheng Li

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

Comments 11 pages, 12 figures

1910.07800 2019-10-18 eess.IV cs.CV 79%

Organ At Risk Segmentation with Multiple Modality

Kuan-Lun Tseng, Winston Hsu, Chun-ting Wu, Ya-Fang Shih, Fan-Yun Sun

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

1906.08143 2019-09-06 cs.CV eess.SP math.OC physics.med-ph stat.ML 79%

Model-based Deep Medical Imaging: the roadmap of generalizing iterative reconstruction model using deep learning

Jing Cheng, Haifeng Wang, Yanjie Zhu, Qiegen Liu, Qiyang Zhang, Ting Su, Jianwei Chen, Yongshuai Ge, Zhanli Hu, Xin Liu, Hairong Zheng, Leslie Ying, Dong Liang

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

Comments part of the preliminary work will be presented at MICCAI2019

1908.11312 2019-08-30 eess.IV cs.CV 79%

Flexible Conditional Image Generation of Missing Data with Learned Mental Maps

Benjamin Hou, Athanasios Vlontzos, Amir Alansary, Daniel Rueckert, Bernhard Kainz

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

1903.07317 2019-08-28 q-bio.QM 79%

Layer-Wise Relevance Propagation for Explaining Deep Neural Network Decisions in MRI-Based Alzheimer's Disease Classification

Moritz Böhle, Fabian Eitel, Martin Weygandt, Kerstin Ritter

专题命中医学影像：MRI(title,abstract)；分类 q-bio

Journal ref Front. Aging Neurosci., 31 July 2019

1. 医学影像 22709 篇

Distant Domain Transfer Learning for Medical Imaging

Explaining Predictions of Deep Neural Classifier via Activation Analysis

Patch-based field-of-view matching in multi-modal images for electroporation-based ablations

CS2-Net: Deep Learning Segmentation of Curvilinear Structures in Medical Imaging

Minimal Specifications for Non-Human Primate MRI: Challenges in Standardizing and Harmonizing Data Collection

Deep Image Reconstruction using Unregistered Measurements without Groundtruth

A stable method for 4D CT-based CFD simulation in the right ventricle of a TGA patient

Unsupervised learning for vascular heterogeneity assessment of glioblastoma based on magnetic resonance imaging: The Hemodynamic Tissue Signature

ConFiG: Contextual Fibre Growth to generate realistic axonal packing for diffusion MRI simulation

Microstructure with Diffusion MRI: What Scale We Are Sensitive to?

Diffusion MRI simulation of realistic neurons with SpinDoctor and the Neuron Module

GanglionNet: Objectively Assess the Density and Distribution of Ganglion Cells With NABLA-N Network

The Worrisome Impact of an Inter-rater Bias on Neural Network Training

Towards in vivo g-ratio mapping using MRI: unifying myelin and diffusion imaging

An Auto-Encoder Strategy for Adaptive Image Segmentation

Artificial Intelligence in Glioma Imaging: Challenges and Advances

Automated Methods for Detection and Classification Pneumonia based on X-Ray Images Using Deep Learning

Deep Learning for Musculoskeletal Image Analysis

Coronary Wall Segmentation in CCTA Scans via a Hybrid Net with Contours Regularization

Recalibrating 3D ConvNets with Project & Excite

A rapid-onset diffusion functional MRI signal reflects neuromorphological coupling dynamics

Radiomics and artificial intelligence analysis of CT data for the identification of prognostic features in multiple myeloma

Residual Block-based Multi-Label Classification and Localization Network with Integral Regression for Vertebrae Labeling

Anisotropic Super Resolution in Prostate MRI using Super Resolution Generative Adversarial Networks

Radiomic features of multi-parametric MRI present stable associations with analogous histological features in brain cancer patients

Penalized-likelihood PET Image Reconstruction Using 3D Structural Convolutional Sparse Coding

Organ At Risk Segmentation with Multiple Modality

Model-based Deep Medical Imaging: the roadmap of generalizing iterative reconstruction model using deep learning

Flexible Conditional Image Generation of Missing Data with Learned Mental Maps

Layer-Wise Relevance Propagation for Explaining Deep Neural Network Decisions in MRI-Based Alzheimer's Disease Classification