医学 AI

Coronavirus Detection and Analysis on Chest CT with Deep Learning

Ophir Gozes, Maayan Frid-Adar, Nimrod Sagie, Huangqi Zhang, Wenbin Ji, Hayit Greenspan

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

Confident Coreset for Active Learning in Medical Image Analysis

Seong Tae Kim, Farrukh Mushtaq, Nassir Navab

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

Comments 10 pages, 4 figures

DeepFLASH: An Efficient Network for Learning-based Medical Image Registration

Jian Wang, Miaomiao Zhang

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

Radiologist-level stroke classification on non-contrast CT scans with Deep U-Net

Manvel Avetisian, Vladimir Kokh, Alex Tuzhilin, Dmitry Umerenkov

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

GrappaNet: Combining Parallel Imaging with Deep Learning for Multi-Coil MRI Reconstruction

Anuroop Sriram, Jure Zbontar, Tullie Murrell, C. Lawrence Zitnick, Aaron Defazio, Daniel K. Sodickson

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

Severity Assessment of Coronavirus Disease 2019 (COVID-19) Using Quantitative Features from Chest CT Images

Zhenyu Tang, Wei Zhao, Xingzhi Xie, Zheng Zhong, Feng Shi, Jun Liu, Dinggang Shen

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

End-to-End Deep Diagnosis of X-ray Images

Kudaibergen Urinbayev, Yerassyl Orazbek, Yernur Nurambek, Almas Mirzakhmetov, Huseyin Atakan Varol

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

Comments 4 pages, 5 figures

Graph Attention Network based Pruning for Reconstructing 3D Liver Vessel Morphology from Contrasted CT Images

Donghao Zhang, Siqi Liu, Shikha Chaganti, Eli Gibson, Zhoubing Xu, Sasa Grbic, Weidong Cai, Dorin Comaniciu

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

Image Quality Transfer Enhances Contrast and Resolution of Low-Field Brain MRI in African Paediatric Epilepsy Patients

Matteo Figini, Hongxiang Lin, Godwin Ogbole, Felice D Arco, Stefano B. Blumberg, David W. Carmichael, Ryutaro Tanno, Enrico Kaden, Biobele J. Brown, Ikeoluwa Lagunju, Helen J. Cross, Delmiro Fernandez-Reyes, Daniel C. Alexander

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

Comments 6 pages, 3 figures, accepted at ICLR 2020 workshop on Artificial Intelligence for Affordable Healthcare

Scalable Learning-Based Sampling Optimization for Compressive Dynamic MRI

Thomas Sanchez, Baran Gözcü, Ruud B. van Heeswijk, Armin Eftekhari, Efe Ilıcak, Tolga Çukur, Volkan Cevher

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

Comments 13 pages, 16 figures, ICASSP 2020 - Session on "Learning and Optimization in Non-Convex Environments". Code available at https://github.com/t-sanchez/stochasticGreedyMRI.git

Multi-level Context Gating of Embedded Collective Knowledge for Medical Image Segmentation

Maryam Asadi-Aghbolaghi, Reza Azad, Mahmood Fathy, Sergio Escalera

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

Comments arXiv admin note: substantial text overlap with arXiv:1909.00166

BUSU-Net: An Ensemble U-Net Framework for Medical Image Segmentation

Wei Hao Khoong

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

Comments GitHub link to the model scripts and trained model weights can be found in the manuscript. Version 2: Added S-UNet's Mi-UNet results for comparison and reference

Visualizing intestines for diagnostic assistance of ileus based on intestinal region segmentation from 3D CT images

Hirohisa Oda, Kohei Nishio, Takayuki Kitasaka, Hizuru Amano, Aitaro Takimoto, Hiroo Uchida, Kojiro Suzuki, Hayato Itoh, Masahiro Oda, Kensaku Mori

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

Journal ref SPIE Medical Imaging 2020, 11314-109

Review: Noise and artifact reduction for MRI using deep learning

Daiki Tamada

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

Comments Submitted to Magnetic Resonance in Medical Sciences on 2/27/2020

Method for motion artifact reduction using a convolutional neural network for dynamic contrast enhanced MRI of the liver

Daiki Tamada, Marie-Luise Kromrey, Hiroshi Onishi, Utaroh Motosugi

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

Comments 11 pages, 6 figures

Journal ref Magnetic Resonance in Medical Sciences 19.1 (2020): 64-76

Multi-Cycle-Consistent Adversarial Networks for CT Image Denoising

Jinglan Liu, Yukun Ding, Jinjun Xiong, Qianjun Jia, Meiping Huang, Jian Zhuang, Bike Xie, Chun-Chen Liu, Yiyu Shi

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

Comments Accepted in ISBI 2020. 5 pages, 4 figures

Bi-Linear Modeling of Data Manifolds for Dynamic-MRI Recovery

Gaurav N. Shetty, Konstantinos Slavakis, Abhishek Bose, Ukash Nakarmi, Gesualdo Scutari, Leslie Ying

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

Multifold Acceleration of Diffusion MRI via Slice-Interleaved Diffusion Encoding (SIDE)

Yoonmi Hong, Wei-Tang Chang, Geng Chen, Ye Wu, Weili Lin, Dinggang Shen, Pew-Thian Yap

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

MRI Super-Resolution with Ensemble Learning and Complementary Priors

Qing Lyu, Hongming Shan, Ge Wang

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

Journal ref IEEE Transactions on Computational Imaging, vol. 6, pp. 615-624, 2020

Computational MRI with Physics-based Constraints: Application to Multi-contrast and Quantitative Imaging

Jonathan I. Tamir, Frank Ong, Suma Anand, Ekin Karasan, Ke Wang, Michael Lustig

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

Automated Multi-sequence Cardiac MRI Segmentation Using Supervised Domain Adaptation

Sulaiman Vesal, Nishant Ravikumar, Andreas Maier

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

Comments Accepted at STACOM-MICCAI 2019

Edge-Gated CNNs for Volumetric Semantic Segmentation of Medical Images

Ali Hatamizadeh, Demetri Terzopoulos, Andriy Myronenko

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

3DPIFCM Novel Algorithm for Segmentation of Noisy Brain MRI Images

Arie Agranonik, Maya Herman, Mark Last

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

Comments 16 pages, 21 figures

Unsupervised Adaptive Neural Network Regularization for Accelerated Radial Cine MRI

Andreas Kofler, Marc Dewey, Tobias Schaeffter, Christoph Kolbitsch, Markus Haltmeier

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

Unsupervised deep clustering for predictive texture pattern discovery in medical images

Matthias Perkonigg, Daniel Sobotka, Ahmed Ba-Ssalamah, Georg Langs

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

Comments Medical Imaging meets NeurIPS 2019

A Heteroscedastic Uncertainty Model for Decoupling Sources of MRI Image Quality

Richard Shaw, Carole H. Sudre, Sebastien Ourselin, M. Jorge Cardoso

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

Learning Deformable Registration of Medical Images with Anatomical Constraints

Lucas Mansilla, Diego H. Milone, Enzo Ferrante

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

Comments Accepted for publication in Neural Networks (Elsevier). Source code and resulting segmentation masks for the NIH Chest-XRay14 dataset with estimated quality index available at https://github.com/lucasmansilla/ACRN_Chest_X-ray_IA

Calibrationless Parallel MRI using Model based Deep Learning (C-MODL)

Aniket Pramanik, Hemant Aggarwal, Mathews Jacob

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

Deep Residual Dense U-Net for Resolution Enhancement in Accelerated MRI Acquisition

Pak Lun Kevin Ding, Zhiqiang Li, Yuxiang Zhou, Baoxin Li

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

Comments SPIE Medical Imaging 2019

Combining Multi-Sequence and Synthetic Images for Improved Segmentation of Late Gadolinium Enhancement Cardiac MRI

Víctor M. Campello, Carlos Martín-Isla, Cristian Izquierdo, Steffen E. Petersen, Miguel A. González Ballester, Karim Lekadir

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

Comments 10 pages, Accepted to MS-CMRSeg Challenge (STACOM 2019), reference added and affiliations updated