医学 AI

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

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]

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

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

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

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

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

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

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

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

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]

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

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]

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

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]

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

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

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

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

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

Can Deep Learning Outperform Modern Commercial CT Image Reconstruction Methods?

Hongming Shan, Atul Padole, Fatemeh Homayounieh, Uwe Kruger, Ruhani Doda Khera, Chayanin Nitiwarangkul, Mannudeep K. Kalra, Ge Wang

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

Comments 17 pages, 7 figures

Journal ref Nature Machine Intelligence, 1(6) (2019) 269-276

3D Convolutional Encoder-Decoder Network for Low-Dose CT via Transfer Learning from a 2D Trained Network

Hongming Shan, Yi Zhang, Qingsong Yang, Uwe Kruger, Mannudeep K. Kalra, Ling Sun, Wenxiang Cong, Ge Wang

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

Comments To be published in the IEEE TMI

Journal ref IEEE Transactions on Medical Imaging 37(6) (2018) 1522-1534

Computed tomography medical image reconstruction on affordable equipment by using out-of-core techniques

Mónica Chillarón, Gregorio Quintana-Ortí, Vicente Vidal, Gumersindo Verdú

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

CT Data of a Pen-Spring: Application to Under-Sampled Dynamic X-ray Tomography

Juliaana Juurakko, Zenith Purisha, Simo Särkkä

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

FAIM -- A ConvNet Method for Unsupervised 3D Medical Image Registration

Dongyang Kuang, Tanya Schmah

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

Synergistic Image and Feature Adaptation: Towards Cross-Modality Domain Adaptation for Medical Image Segmentation

Cheng Chen, Qi Dou, Hao Chen, Jing Qin, Pheng-Ann Heng

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

Comments AAAI 2019 (oral)

Dictionary-Free MRI PERK: Parameter Estimation via Regression with Kernels

Gopal Nataraj, Jon-Fredrik Nielsen, Clayton Scott, Jeffrey A. Fessler

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

Comments submitted to IEEE Transactions on Medical Imaging

Journal ref IEEE Transactions on Medical Imaging 37(9):2103-14 Sep 2018

Relaxed Linearized Algorithms for Faster X-Ray CT Image Reconstruction

Hung Nien, Jeffrey A. Fessler

专题命中 医学影像 ：CT(title,abstract)；分类 cs.LG

Comments Submitted to IEEE Transactions on Medical Imaging

Journal ref IEEE Transactions on Medical Imaging 35(4):1090-8 Apr 2016

Preparatory data analysis for the reconstruction of real-time MRI data

H. Christian M. Holme

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

Comments Master's Thesis at the Georg-August Universität Göttingen, submitted 2016-02-18

Unsupervised Feature Learning with K-means and An Ensemble of Deep Convolutional Neural Networks for Medical Image Classification

Euijoon Ahn, Ashnil Kumar, Dagan Feng, Michael Fulham, Jinman Kim

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

Comments 8 pages