医学 AI - arXivDaily 专题

1807.05595 2019-09-20 math.OC cs.LG 79%

Global Optimality in Separable Dictionary Learning with Applications to the Analysis of Diffusion MRI

Evan Schwab, Benjamin D. Haeffele, René Vidal, Nicolas Charon

专题命中医学影像：MRI(title,abstract)；分类 cs.LG

1909.07454 2019-09-18 cs.CV physics.med-ph 79%

Reproducibility of an airway tapering measurement in CT with application to bronchiectasis

Kin Quan, Ryutaro Tanno, Rebecca J. Shipley, Jeremy S. Brown, Joseph Jacob, John R. Hurst, David J. Hawkes

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments 55 pages, 18 figures, The manuscript was originally published in Journal of Medical Imaging

Journal ref J. Med. Imag. 6(3), 034003 (2019)

1711.00905 2019-09-17 stat.ML cs.LG physics.med-ph 79%

Sparse-View X-Ray CT Reconstruction Using $\ell_1$ Prior with Learned Transform

Xuehang Zheng, Il Yong Chun, Zhipeng Li, Yong Long, Jeffrey A. Fessler

专题命中医学影像：CT(title,abstract)；分类 cs.LG

Comments The first two authors contributed equally to this work

1908.00983 2019-09-13 eess.IV physics.med-ph 79%

Highly efficient MRI through multi-shot echo planar imaging

Congyu Liao, Xiaozhi Cao, Jaejin Cho, Zijing Zhang, Kawin Setsompop, Berkin Bilgic

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

Comments 13 pages, 10 figures

Journal ref Proceedings Volume 11138, Wavelets and Sparsity XVIII; 1113818 (2019)

1810.03422 2019-09-10 cs.CV 79%

MRI Super-Resolution using Multi-Channel Total Variation

Mikael Brudfors, Yael Balbastre, Parashkev Nachev, John Ashburner

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Journal ref MIUA 2018. Communications in Computer and Information Science, vol 894

1810.01621 2019-09-10 cs.CV 79%

Extreme Augmentation : Can deep learning based medical image segmentation be trained using a single manually delineated scan?

Bilwaj Gaonkar, Matthew Edwards, Alex Bui, Matthew Brown, Luke Macyszyn

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

1902.09159 2019-09-05 cs.CV cs.HC 79%

A Survey of Crowdsourcing in Medical Image Analysis

Silas Ørting, Andrew Doyle, Arno van Hilten, Matthias Hirth, Oana Inel, Christopher R. Madan, Panagiotis Mavridis, Helen Spiers, Veronika Cheplygina

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

Comments Submitted to Human Computation

1807.03119 2019-09-04 cs.CV 79%

Real-time Local Noise Filter in 3D Visualization of CT Data

N. Tan Jerome, Z. Ateyev, S. Schmelzle, S. Chilingaryan, A. Kopmann

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments 5 pages, 5 figures, 21st IEEE Real Time Conference

1809.05231 2019-09-04 cs.CV 79%

VoxelMorph: A Learning Framework for Deformable Medical Image Registration

Guha Balakrishnan, Amy Zhao, Mert R. Sabuncu, John Guttag, Adrian V. Dalca

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

Comments Accepted to IEEE TMI ( (c) IEEE). This manuscript expands the CVPR 2018 paper (arXiv:1802.02604) by introducing an auxiliary model that uses segmentation maps during training, an amortized optimization analysis, and extensive model analysis. Code available at http://voxelmorph.csail.mit.edu

1904.05956 2019-08-28 cs.CV 79%

Automatic Pulmonary Nodule Detection in CT Scans Using Convolutional Neural Networks Based on Maximum Intensity Projection

Sunyi Zheng, Jiapan Guo, Xiaonan Cui, Raymond N. J. Veldhuis, Matthijs Oudkerk, Peter M. A. van Ooijen

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments Submitted to IEEE TMI

1907.10209 2019-08-27 cs.CV 79%

Mixed-Supervised Dual-Network for Medical Image Segmentation

Duo Wang, Ming Li, Nir Ben-Shlomo, C. Eduardo Corrales, Yu Cheng, Tao Zhang, Jagadeesan Jayender

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

Comments To appear in MICCAI 2019

1908.07727 2019-08-22 eess.IV 79%

CNN-Based Segmentation of the Cardiac Chambers and Great Vessels in Non-Contrast-Enhanced Cardiac CT

Steffen Bruns, Jelmer M. Wolterink, Robbert W. van Hamersvelt, Tim Leiner, Ivana Išgum

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

Comments MIDL 2019 [arXiv:1907.08612]

1908.05911 2019-08-19 eess.IV cs.NA math.NA 79%

Variational Multi-Task MRI Reconstruction: Joint Reconstruction, Registration and Super-Resolution

Veronica Corona, Angelica I. Aviles-Rivero, Noémie Debroux, Carole Le Guyader, Carola-Bibiane Schönlieb

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

1908.05698 2019-08-19 eess.IV 79%

Fast Sub-millimeter Diffusion MRI using gSlider-SMS and SNR-Enhancing Joint Reconstruction

Justin P. Haldar, Qiuyun Fan, Kawin Setsompop

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

1908.05311 2019-08-16 cs.CV 79%

Conv-MCD: A Plug-and-Play Multi-task Module for Medical Image Segmentation

Balamurali Murugesan, Kaushik Sarveswaran, Sharath M Shankaranarayana, Keerthi Ram, Jayaraj Joseph, Mohanasankar Sivaprakasam

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

Comments Accepted in MLMI 2019

1908.05285 2019-08-16 eess.IV cs.NA math.NA 79%

Joint phase reconstruction and magnitude segmentation from velocity-encoded MRI data

Veronica Corona, Martin Benning, Lynn F. Gladden, Andi Reci, Andrew J. Sederman, Carola-Bibiane Schoenlieb

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

Comments 22 pages, 8 figures

1902.04099 2019-08-15 cs.CV 79%

Psi-Net: Shape and boundary aware joint multi-task deep network for medical image segmentation

Balamurali Murugesan, Kaushik Sarveswaran, Sharath M Shankaranarayana, Keerthi Ram, Mohanasankar Sivaprakasam

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

Comments Accepted at EMBC 2019

1808.06452 2019-08-14 cs.LG stat.ML 79%

Reproducible evaluation of classification methods in Alzheimer's disease: framework and application to MRI and PET data

Jorge Samper-González, Ninon Burgos, Simona Bottani, Sabrina Fontanella, Pascal Lu, Arnaud Marcoux, Alexandre Routier, Jérémy Guillon, Michael Bacci, Junhao Wen, Anne Bertrand, Hugo Bertin, Marie-Odile Habert, Stanley Durrleman, Theodoros Evgeniou, Olivier Colliot

专题命中医学影像：MRI(title,abstract)；分类 cs.LG

1908.04701 2019-08-14 eess.IV 79%

Automated Brain Metastases Detection Framework for T1-Weighted Contrast-Enhanced 3D MRI

Engin Dikici, John L. Ryu, Mutlu Demirer, Matthew Bigelow, Richard D. White, Wayne Slone, Barbaros Selnur Erdal, Luciano M. Prevedello

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

1903.06257 2019-08-13 cs.CV 79%

Unpaired image denoising using a generative adversarial network in X-ray CT

Hyoung Suk Park, Jineon Baek, Sun Kyoung You, Jae Kyu Choi, Jin Keun Seo

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Journal ref IEEE Access, 2019

1908.00841 2019-08-05 eess.IV 79%

Deep learning for automatic tumour segmentation in PET/CT images of patients with head and neck cancers

Yngve Mardal Moe, Aurora Rosvoll Groendahl, Martine Mulstad, Oliver Tomic, Ulf Indahl, Einar Dale, Eirik Malinen, Cecilia Marie Futsaether

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

Comments MIDL 2019 [arXiv:1907.08612]

1908.00778 2019-08-05 cs.CV 79%

A Structural Graph-Based Method for MRI Analysis

Larissa de O. Penteado, Mateus Riva, Roberto M. Cesar

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments Published in the Workshop of Works In Progress of the SIBGRAPI 2018

1908.00295 2019-08-02 eess.IV 79%

Chest CT Super-resolution and Domain-adaptation using Memory-efficient 3D Reversible GANs

Tycho F. A. van der Ouderaa, Daniel E. Worrall, Bram van Ginneken

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

Comments MIDL 2019 [arXiv:1907.08612]

1907.13409 2019-08-01 eess.IV 79%

Hierarchical Fine-Tuning for joint Liver Lesion Segmentation and Lesion Classification in CT

Michal Heker, Avi Ben-Cohen, Hayit Greenspan

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

Comments Accepted to IEEE EMBC 2019

1907.11773 2019-07-30 eess.IV 79%

Relevance analysis of MRI sequences for automatic liver tumor segmentation

Grzegorz Chlebus, Nasreddin Abolmaali, Andrea Schenk, Hans Meine

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

Comments MIDL 2019 [arXiv:1907.08612]

1904.12894 2019-07-29 cs.CV 79%

DiamondGAN: Unified Multi-Modal Generative Adversarial Networks for MRI Sequences Synthesis

Hongwei Li, Johannes C. Paetzold, Anjany Sekuboyina, Florian Kofler, Jianguo Zhang, Jan S. Kirschke, Benedikt Wiestler, Bjoern Menze

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments accepted by miccai 2019

1810.13059 2019-07-24 physics.med-ph cs.CV 79%

Visual Attention Network for Low Dose CT

Wenchao Du, Hu Chen, Peixi Liao, Hongyu Yang, Ge Wang, Yi Zhang

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments 5 pages, 6 figures. To appear on IEEE Signal Processing Letters

1810.02683 2019-07-23 cs.CV 79%

Generating Diffusion MRI scalar maps from T1 weighted images using generative adversarial networks

Xuan Gu, Hans Knutsson, Markus Nilsson, Anders Eklund

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Journal ref Scandinavian Conference on Image Analysis, 2019

1904.00625 2019-07-18 cs.CV 79%

Med3D: Transfer Learning for 3D Medical Image Analysis

Sihong Chen, Kai Ma, Yefeng Zheng

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

1904.07470 2019-07-17 cs.CV 79%

Super Resolution Convolutional Neural Network Models for Enhancing Resolution of Rock Micro-CT Images

Ying Da Wang, Ryan Armstrong, Peyman Mostaghimi

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments 24 pages

1. 医学影像 22694 篇

Global Optimality in Separable Dictionary Learning with Applications to the Analysis of Diffusion MRI

Reproducibility of an airway tapering measurement in CT with application to bronchiectasis

Sparse-View X-Ray CT Reconstruction Using $\ell_1$ Prior with Learned Transform

Highly efficient MRI through multi-shot echo planar imaging

MRI Super-Resolution using Multi-Channel Total Variation

Extreme Augmentation : Can deep learning based medical image segmentation be trained using a single manually delineated scan?

A Survey of Crowdsourcing in Medical Image Analysis

Real-time Local Noise Filter in 3D Visualization of CT Data

VoxelMorph: A Learning Framework for Deformable Medical Image Registration

Automatic Pulmonary Nodule Detection in CT Scans Using Convolutional Neural Networks Based on Maximum Intensity Projection

Mixed-Supervised Dual-Network for Medical Image Segmentation

CNN-Based Segmentation of the Cardiac Chambers and Great Vessels in Non-Contrast-Enhanced Cardiac CT

Variational Multi-Task MRI Reconstruction: Joint Reconstruction, Registration and Super-Resolution

Fast Sub-millimeter Diffusion MRI using gSlider-SMS and SNR-Enhancing Joint Reconstruction

Conv-MCD: A Plug-and-Play Multi-task Module for Medical Image Segmentation

Joint phase reconstruction and magnitude segmentation from velocity-encoded MRI data

Psi-Net: Shape and boundary aware joint multi-task deep network for medical image segmentation

Reproducible evaluation of classification methods in Alzheimer's disease: framework and application to MRI and PET data

Automated Brain Metastases Detection Framework for T1-Weighted Contrast-Enhanced 3D MRI

Unpaired image denoising using a generative adversarial network in X-ray CT

Deep learning for automatic tumour segmentation in PET/CT images of patients with head and neck cancers

A Structural Graph-Based Method for MRI Analysis

Chest CT Super-resolution and Domain-adaptation using Memory-efficient 3D Reversible GANs

Hierarchical Fine-Tuning for joint Liver Lesion Segmentation and Lesion Classification in CT

Relevance analysis of MRI sequences for automatic liver tumor segmentation

DiamondGAN: Unified Multi-Modal Generative Adversarial Networks for MRI Sequences Synthesis

Visual Attention Network for Low Dose CT

Generating Diffusion MRI scalar maps from T1 weighted images using generative adversarial networks

Med3D: Transfer Learning for 3D Medical Image Analysis

Super Resolution Convolutional Neural Network Models for Enhancing Resolution of Rock Micro-CT Images