医学 AI

A Tool for Automatic Estimation of Patient Position in Spinal CT Data

Roman Jakubicek, Tomas Vicar, Jiri Chmelik

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

Comments 6 pages, 3 figures, submitted on EMBEC 2020; the paper has not been reviewed yet

DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation

Debesh Jha, Michael A. Riegler, Dag Johansen, Pål Halvorsen, Håvard D. Johansen

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

Deep Attentive Wasserstein Generative Adversarial Networks for MRI Reconstruction with Recurrent Context-Awareness

Yifeng Guo, Chengjia Wang, Heye Zhang, Guang Yang

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

Semi-Supervised Learning for Fetal Brain MRI Quality Assessment with ROI consistency

Junshen Xu, Sayeri Lala, Borjan Gagoski, Esra Abaci Turk, P. Ellen Grant, Polina Golland, Elfar Adalsteinsson

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

Learning the Sampling Pattern for MRI

Ferdia Sherry, Martin Benning, Juan Carlos De los Reyes, Martin J. Graves, Georg Maierhofer, Guy Williams, Carola-Bibiane Schönlieb, Matthias J. Ehrhardt

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

Comments The main document is 12 pages, the supporting document is 2 pages and attached at the end of the main document

Breast Ultrasound Computer-Aided Diagnosis Using Structure-Aware Triplet Path Networks

Erlei Zhang, Zi Yang, Stephen Seiler, Mingli Chen, Weiguo Lu, Xuejun Gu

专题命中 医学影像 ：diagnosis(title,abstract)；分类 cs.CV、eess.IV

Comments arXiv admin note: substantial text overlap with arXiv:1904.01076

Fully-automated deep learning slice-based muscle estimation from CT images for sarcopenia assessment

Fahdi Kanavati, Shah Islam, Zohaib Arain, Eric O. Aboagye, Andrea Rockall

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

Comments arXiv admin note: substantial text overlap with arXiv:1811.09244

Resolution-Enhanced MRI-Guided Navigation of Spinal Cellular Injection Robot

Daniel Enrique Martinez, Waiman Meinhold, John Oshinski, Ai-Ping Hu, Jun Ueda

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

Comments 6 pages, 10 figures, 3 tables, conference

DC-UNet: Rethinking the U-Net Architecture with Dual Channel Efficient CNN for Medical Images Segmentation

Ange Lou, Shuyue Guan, Murray Loew

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

Multiple resolution residual network for automatic thoracic organs-at-risk segmentation from CT

Hyemin Um, Jue Jiang, Maria Thor, Andreas Rimner, Leo Luo, Joseph O. Deasy, Harini Veeraraghavan

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

Comments MIDL 2020 short paper

Brain Tumor Synthetic Segmentation in 3D Multimodal MRI Scans

Mohammad Hamghalam, Baiying Lei, Tianfu Wang

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

Multi-modal Deep Guided Filtering for Comprehensible Medical Image Processing

Bernhard Stimpel, Christopher Syben, Franziska Schirrmacher, Philipp Hoelter, Arnd Dörfler, Andreas Maier

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

Journal ref IEEE Transactions on Medical Imaging, vol. 39, no. 5, pp. 1703-1711, May 2020

CBCT-to-CT synthesis with a single neural network for head-and-neck, lung and breast cancer adaptive radiotherapy

Matteo Maspero, Mark HF Savenije, Tristan CF van Heijst, Joost JC Verhoeff, Alexis NTJ Kotte, Anette C Houweling, Cornelis AT van den Berg

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

Comments Submitted to Medical Physics; 2019-12-23

Journal ref Physics and Imaging in Radiation Oncology Volume 14, April 2020, Pages 24-31

AutoML Segmentation for 3D Medical Image Data: Contribution to the MSD Challenge 2018

Oliver Rippel, Leon Weninger, Dorit Merhof

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

Accelerating cardiac cine MRI using a deep learning-based ESPIRiT reconstruction

Christopher M. Sandino, Peng Lai, Shreyas S. Vasanawala, Joseph Y. Cheng

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

Comments 29 pages, 9 figures, 1 table, 7 supplementary videos, Submitted to Magnetic Resonance in Medicine

Bayesian convolutional neural network based MRI brain extraction on nonhuman primates

Gengyan Zhao, Fang Liu, Jonathan A. Oler, Mary E. Meyerand, Ned H. Kalin, Rasmus M. Birn

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

Comments 37 pages, 14 figures

Journal ref Neuroimage 175 (2018): 32-44

3D deformable registration of longitudinal abdominopelvic CT images using unsupervised deep learning

Maureen van Eijnatten, Leonardo Rundo, K. Joost Batenburg, Felix Lucka, Emma Beddowes, Carlos Caldas, Ferdia A. Gallagher, Evis Sala, Carola-Bibiane Schönlieb, Ramona Woitek

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

MosMedData: Chest CT Scans With COVID-19 Related Findings Dataset

S. P. Morozov, A. E. Andreychenko, N. A. Pavlov, A. V. Vladzymyrskyy, N. V. Ledikhova, V. A. Gombolevskiy, I. A. Blokhin, P. B. Gelezhe, A. V. Gonchar, V. Yu. Chernina

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

Medical Image Segmentation Using a U-Net type of Architecture

Eshal Zahra, Bostan Ali, Wajahat Siddique

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

Comments 6 Pages

Learned Multi-layer Residual Sparsifying Transform Model for Low-dose CT Reconstruction

Xikai Yang, Xuehang Zheng, Yong Long, Saiprasad Ravishankar

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

Development of a Machine-Learning System to Classify Lung CT Scan Images into Normal/COVID-19 Class

Seifedine Kadry, Venkatesan Rajinikanth, Seungmin Rho, Nadaradjane Sri Madhava Raja, Vaddi Seshagiri Rao, Krishnan Palani Thanaraj

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

Comments 16 PAGES

Uncertainty Quantification in Deep MRI Reconstruction

Vineet Edupuganti, Morteza Mardani, Shreyas Vasanawala, John Pauly

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

A Spatiotemporal Volumetric Interpolation Network for 4D Dynamic Medical Image

Yuyu Guo, Lei Bi, Euijoon Ahn, Dagan Feng, Qian Wang, Jinman Kim

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

Comments 10 pages, 8 figures, Conference on Computer Vision and Pattern Recognition (CVPR) 2020

Compressive MRI quantification using convex spatiotemporal priors and deep auto-encoders

Mohammad Golbabaee, Guido Buonincontri, Carolin Pirkl, Marion Menzel, Bjoern Menze, Mike Davies, Pedro Gomez

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

Tensor Networks for Medical Image Classification

Raghavendra Selvan, Erik B Dam

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

Comments Accepted for publication at International Conference on Medical Imaging with Deep Learning (MIDL), 2020. Reviews on Openreview here: https://openreview.net/forum?id=jjk6bxk07G

Compressed MRI Reconstruction Exploiting a Rotation-Invariant Total Variation Discretization

Erfan Ebrahim Esfahani, Alireza Hosseini

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

Generalizability issues with deep learning models in medicine and their potential solutions: illustrated with Cone-Beam Computed Tomography (CBCT) to Computed Tomography (CT) image conversion

Xiao Liang, Dan Nguyen, Steve Jiang

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

Comments 20 pages, 5 figures, 7 supplementary figures, 8 tables

End-to-End Variational Networks for Accelerated MRI Reconstruction

Anuroop Sriram, Jure Zbontar, Tullie Murrell, Aaron Defazio, C. Lawrence Zitnick, Nafissa Yakubova, Florian Knoll, Patricia Johnson

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

When Weak Becomes Strong: Robust Quantification of White Matter Hyperintensities in Brain MRI scans

Oliver Werner, Kimberlin M. H. van Wijnen, Wiro J. Niessen, Marius de Groot, Meike W. Vernooij, Florian Dubost, Marleen de Bruijne

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

Comments 11 pages, 3 figures

Super-resolution of clinical CT volumes with modified CycleGAN using micro CT volumes

Tong ZHENG, Hirohisa ODA, Takayasu MORIYA, Takaaki SUGINO, Shota NAKAMURA, Masahiro ODA, Masaki MORI, Hirotsugu TAKABATAKE, Hiroshi NATORI, Kensaku MORI

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

Comments 6 pages, 2 figures