医学 AI

Quantitative Impact of Label Noise on the Quality of Segmentation of Brain Tumors on MRI scans

Michał Marcinkiewicz, Grzegorz Mrukwa

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

Intensity augmentation for domain transfer of whole breast segmentation in MRI

Linde S. Hesse, Grey Kuling, Mitko Veta, Anne L. Martel

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

Comments Preprint

Generating Synthesized Computed Tomography (CT) from Cone-Beam Computed Tomography (CBCT) using CycleGAN for Adaptive Radiation Therapy

Xiao Liang, Liyuan Chen, Dan Nguyen, Zhiguo Zhou, Xuejun Gu, Ming Yang, Jing Wang, Steve Jiang

专题命中 医学影像 ：CT(title,abstract)

Comments 14 pages, 10 figures, 3 tables

Advanced encoding methods in diffusion MRI

Alexis Reymbaut, Maxime Descoteaux

专题命中 医学影像 ：MRI(title,abstract)

Comments This document (67 pages, 21 figures) is a review of papers that develops along a pedagogical thread of thoughts

Natively Fat-Suppressed 5D Whole-Heart MRI with a Radial Free-Running Fast-Interrupted Steady-State (FISS) Sequence at 1.5T and 3T

Jessica AM Bastiaansen, Davide Piccini, Lorenzo Di Sopra, Christopher W Roy, Robert R Edelman, Ioannis Koktzoglou, Jerome Yerly, Matthias Stuber

专题命中 医学影像 ：MRI(title,abstract)

Comments Submitted to Magnetic Resonance in Medicine, 27 pages

Bayesian Generative Models for Knowledge Transfer in MRI Semantic Segmentation Problems

Anna Kuzina, Evgenii Egorov, Evgeny Burnaev

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

Comments 24 page, 6 figures, 6 tabels

On the sensitivity of the diffusion MRI signal to brain activity in response to a motor cortex paradigm

Alberto De Luca, Lara Schlaffke, Jeroen CW Siero, Martijn Froeling, Alexander Leemans

专题命中 医学影像 ：MRI(title,abstract)

Comments Submitted to peer-reviewed journal

Exploring large scale public medical image datasets

Luke Oakden-Rayner

专题命中 医学影像 ：medical image(title)；分类 cs.CV、cs.LG、eess.IV

Comments 9 pages, 5 tables

Dynamic nuclear polarisation of liquids at one microtesla using circularly polarised RF with application to millimetre resolution MRI

Ingo Hilschenz, Jeong Hyun Shim, Sangwon Oh, Seong-Joo Lee, Kwon Kyu Yu, Seong-min Hwang, Kiwoong Kim

专题命中 医学影像 ：MRI(title,abstract)

Comments 9 pages, 4 figures

Optimal experimental design for biophysical modelling in multidimensional diffusion MRI

Santiago Coelho, Jose M. Pozo, Sune N. Jespersen, Alejandro F. Frangi

专题命中 医学影像 ：MRI(title,abstract)

Comments Accepted for publication in MICCAI 2019, 9 pages, 2 figures

Fe Doped Magnetic Nanodiamonds Made by Ion Implantation as Contrast Agent for MRI

Bo-Rong Lin, Chien-Hsu Chen, Srinivasu Kunuku, Tzung-Yuang Chen, Tung-Yuan Hsiao, Huan Niu, Chien-Ping Lee

专题命中 医学影像 ：MRI(title,abstract)

Journal ref Scientific Reportsvolume 8, Article number: 7058 (2018)

Learning a sparse database for patch-based medical image segmentation

Moti Freiman, Hannes Nickisch, Holger Schmitt, Pal Maurovich-Horvat, Patrick Donnelly, Mani Vembar, Liran Goshen

专题命中 医学影像 ：medical image(title)；分类 cs.CV、cs.LG、eess.IV

Journal ref Wu G., Munsell B., Zhan Y., Bai W., Sanroma G., Coupé P. (eds) Patch-Based Techniques in Medical Imaging. Patch-MI 2017. Lecture Notes in Computer Science, vol 10530. Springer, Cham

Image Domain Dual Material Decomposition for Dual-Energy CT using Butterfly Network

Wenkun Zhang, Hanming Zhang, Linyuan Wang, Xiaohui Wang, Ailong Cai, Lei Li, Tianye Niu, Bin Yan

专题命中 医学影像 ：CT(title,abstract)

Probabilistic Diffusion MRI Fiber Tracking Using a Directed Acyclic Graph Auto-Regressive Model of Positive Definite Matrices

Zhou Lan, Brian J Reich

专题命中 医学影像 ：MRI(title,abstract)

PWLS-ULTRA: An Efficient Clustering and Learning-Based Approach for Low-Dose 3D CT Image Reconstruction

Xuehang Zheng, Saiprasad Ravishankar, Yong Long, Jeffrey A. Fessler

专题命中 医学影像 ：CT(title,abstract)

Comments Accepted to IEEE Transaction on Medical Imaging

Journal ref IEEE Transaction on Medical Imaging 37(6):1498-510 Jun 2018

Automatic Spatial Calibration of Ultra-Low-Field MRI for High-Accuracy Hybrid MEG--MRI

Antti J. Mäkinen, Koos C. J. Zevenhoven, Risto J. Ilmoniemi

专题命中 医学影像 ：MRI(title,abstract)

Comments 11 pages, 8 figures. This work is part of the BREAKBEN project and has received funding from the European Union's Horizon 2020 research and innovation programme under grant agreement No 686865

Journal ref IEEE Transactions on Medical Imaging, vol. 38 no. 6, pp. 1317-1327, 2019

Estimation of Physiological Motion Using Highly Accelerated Continuous 2D MRI

Lynn Johann Frohwein, Florian Büther, Klaus Peter Schäfers

专题命中 医学影像 ：MRI(title,abstract)

Extraction and Analysis of Clinically Important Follow-up Recommendations in a Large Radiology Dataset

Wilson Lau, Thomas H Payne, Ozlem Uzuner, Meliha Yetisgen

专题命中 医学影像 ：radiology(title,abstract)

Comments Under Review at American Medical Informatics Association Fall Symposium'2019

Fetal whole-heart 4D imaging using motion-corrected multi-planar real-time MRI

Joshua FP van Amerom, David FA Lloyd, Maria Deprez, Anthony N Price, Shaihan J Malik, Kuberan Pushparajah, Milou PM van Poppel, Mary A Rutherford, Reza Razavi, Joseph V Hajnal

专题命中 医学影像 ：MRI(title,abstract)

Demonstration of full tensor current density imaging using ultra-low field MRI

P. Hömmen, J. -H. Storm, N. Höfner, R. Körber

专题命中 医学影像 ：MRI(title,abstract)

Comments 8 pages, 8 figures, BEAKBEN project

Journal ref Magnetic Resonance Imaging 60 (2019) 137-144

Learning compact q-space representations for multi-shell diffusion-weighted MRI

Daan Christiaens, Lucilio Cordero-Grande, Jana Hutter, Anthony N. Price, Maria Deprez, Joseph V. Hajnal, J-Donald Tournier

专题命中 医学影像 ：MRI(title,abstract)

Comments Accepted author manuscript, including supplementary materials

Journal ref IEEE Transactions on Medical Imaging 38(3), pp. 834-843, March 2019

4D-Flow MRI Pressure Estimation Using Velocity Measurement-Error based Weighted Least-Squares

Jiacheng Zhang, Melissa C. Brindise, Sean Rothenberger, Susanne Schnell, Michael Markl, David Saloner, Vitaliy L. Rayz, Pavlos P. Vlachos

专题命中 医学影像 ：MRI(title,abstract)

Shearing-box simulations of MRI-driven turbulence in weakly collisional accretion discs

Philipp Kempski, Eliot Quataert, Jonathan Squire, Matthew W. Kunz

专题命中 医学影像 ：MRI(title,abstract)

Comments Accepted for publication in MNRAS

Polyquant CT: direct electron and mass density reconstruction from a single polyenergetic source

Jonathan H. Mason, Alessandro Perelli, William H. Nailon, Mike E. Davies

专题命中 医学影像 ：CT(title,abstract)

Comments 23 pages, 12 figures

Journal ref Phys. Med. Biol. 62 (2017) 8739

Local simulations of MRI turbulence with meshless methods

Hongping Deng, Lucio Mayer, Henrik Latter, Philip F. Hopkins, Xue-Ning Bai

专题命中 医学影像 ：MRI(title,abstract)

Comments This version has been accepted by ApJS

ct-fuzz: Fuzzing for Timing Leaks

Shaobo He, Michael Emmi, Gabriela Ciocarlie

专题命中 医学影像 ：CT(title,abstract)

MRI Tissue Magnetism Quantification through Total Field Inversion with Deep Neural Networks

Juan Liu, Kevin M. Koch

专题命中 医学影像 ：MRI(title,abstract)

Whole-brain diffusional variance decomposition (DIVIDE): Demonstration of technical feasibility at clinical MRI systems

Filip Szczepankiewicz, Jens Sjölund, Freddy Ståhlberg, Jimmy Lätt, Markus Nilsson

专题命中 医学影像 ：MRI(title,abstract)

Comments 13 pages, 7 figures

Journal ref PLoS ONE 14(3): e0214238, 2019

Two-dimensional Magnetization-Transfer - CPMG MRI reveals tract- specific signatures in fixed rat spinal cord

Teresa Serradas Duarte, Noam Shemesh

专题命中 医学影像 ：MRI(title,abstract)

Journal ref J Magn Reson. 2018 Dec;297:124-137

Simultaneous Multi-Slice MRI using Cartesian and Radial FLASH and Regularized Nonlinear Inversion: SMS-NLINV

Sebastian Rosenzweig, H. Christian M. Holme, Robin N. Wilke, Dirk Voit, Jens Frahm, Martin Uecker

专题命中 医学影像 ：MRI(title,abstract)

Comments Part of this work has been presented at the ISMRM Annual Conference 2016 (Singapore) and 2017 (Honolulu). 25 pages, 8+4 figures

Journal ref Magnetic Resonance in Medicine 79:2057-2066 (2018)