医学 AI - arXivDaily 专题

2203.09446 2022-03-21 cs.CV 79%

Vox2Cortex: Fast Explicit Reconstruction of Cortical Surfaces from 3D MRI Scans with Geometric Deep Neural Networks

Fabian Bongratz, Anne-Marie Rickmann, Sebastian Pölsterl, Christian Wachinger

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments Accepted at CVPR 2022

2111.01270 2022-03-17 physics.geo-ph cs.LG physics.flu-dyn 79%

Deep learning of multi-resolution X-Ray micro-CT images for multi-scale modelling

Samuel J. Jackson, Yufu Niu, Sojwal Manoorkar, Peyman Mostaghimi, Ryan T. Armstrong

专题命中医学影像：CT(title,abstract)；分类 cs.LG

Comments 21 pages, 9 figures

2005.01462 2022-03-08 physics.med-ph eess.IV physics.ins-det 79%

Simultaneous imaging of hard and soft biological tissues in a low-field dental MRI scanner

J. M. Algarín, E. Díaz-Caballero, J. Borreguero, F. Galve, D. Grau-Ruiz, J. P. Rigla, R. Bosch, J. M. González, E. Pallás, M. Corberán, C. Gramage, S. Aja-Fernández, A. Ríos, J. M. Benlloch, J. Alonso

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

Comments 12 pages, comments welcome

Journal ref Scientific Reports 10, 21470 (2020)

2111.10969 2022-03-07 cs.CV 79%

Medical Aegis: Robust adversarial protectors for medical images

Qingsong Yao, Zecheng He, S. Kevin Zhou

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

2109.12979 2022-02-25 cs.RO cs.CV 79%

CT-ICP: Real-time Elastic LiDAR Odometry with Loop Closure

Pierre Dellenbach, Jean-Emmanuel Deschaud, Bastien Jacquet, François Goulette

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments 7 pages

2010.06330 2022-02-23 eess.SP 79%

Time efficiency analysis for undersampled quantitative MRI acquisitions

Riwaj Byanju, Stefan Klein, Alexandra Cristobal-Huerta, J. A. Hernandez-Tamames, Dirk H. J. Poot

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

2202.06613 2022-02-15 physics.med-ph eess.IV 79%

Embedded quantitative MRI T1rho mapping using non-linear primal-dual proximal splitting

Matti Hanhela, Antti Paajanen, Mikko J. Nissi, Ville Kolehmainen

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

2202.00116 2022-02-02 eess.IV physics.med-ph 79%

A Metal Artifact Reduction Scheme For Accurate Iterative Dual-Energy CT Algorithms

Tao Ge, Maria Medrano, Rui Liao, Jeffrey F. Williamson, David G. Politte, Bruce R. Whiting, Joseph A. O'Sullivan

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

2201.13191 2022-02-01 eess.IV physics.med-ph 79%

Computational Scatter Correction for High-Resolution Flat-Panel CT Based on a Fast Monte Carlo Photon Transport Model

Ammar Alsaffar, Steffen Kieß, Kaicong Sun, Sven Simon

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

2106.03223 2022-02-01 cs.CV 79%

Meta-learning with implicit gradients in a few-shot setting for medical image segmentation

Rabindra Khadga, Debesh Jha, Steven Hicks, Vajira Thambawita, Michael A. Riegler, Sharib Ali, Pål Halvorsen

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

Journal ref Computers in Biology and Medicine, 2022

2108.00117 2022-01-25 cs.CV 79%

Margin-Aware Intra-Class Novelty Identification for Medical Images

Xiaoyuan Guo, Judy Wawira Gichoya, Saptarshi Purkayastha, Imon Banerjee

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

Comments 35 pages, 8 figures

Journal ref Journal of Medical Imaging 2022

2103.08454 2022-01-19 cs.CV 79%

Margin Preserving Self-paced Contrastive Learning Towards Domain Adaptation for Medical Image Segmentation

Zhizhe Liu, Zhenfeng Zhu, Shuai Zheng, Yang Liu, Jiayu Zhou, Yao Zhao

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

Comments This manuscript has been accepted by by IEEE JBHI and the code is available in https://github.com/TFboys-lzz/MPSCL

2111.15409 2022-01-14 eess.IV cs.CV q-bio.QM 79%

Fully Automatic Deep Learning Framework for Pancreatic Ductal Adenocarcinoma Detection on Computed Tomography

Natália Alves, Megan Schuurmans, Geke Litjens, Joeran S. Bosma, John Hermans, Henkjan Huisman

专题命中医学影像：CT(abstract)；pathology(abstract)；diagnosis(abstract)；分类 cs.CV、q-bio、eess.IV

Journal ref lves, N.; Schuurmans, M.;Litjens, G.; Bosma, J.S.; Hermans, J.;Huisman, H. Fully Automatic DeepLearning Framework for PancreaticDuctal Adenocarcinoma Detection onComputed Tomography.Cancers2022,14, 376

2104.08228 2022-01-12 eess.IV 79%

Algorithm-driven Advances for Scientific CT Instruments: From Model-based to Deep Learning-based Approaches

S. V. Venkatakrishnan, K. Aditya Mohan, Amir Koushyar Ziabari, Charles A. Bouman

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

2112.13734 2021-12-30 cs.CV 79%

Multi-Domain Balanced Sampling Improves Out-of-Distribution Generalization of Chest X-ray Pathology Prediction Models

Enoch Tetteh, Joseph Viviano, Yoshua Bengio, David Krueger, Joseph Paul Cohen

专题命中医学影像：pathology(title)；biomedical(abstract)；分类 cs.CV

Comments MED-NEURIPS 2021

2112.11706 2021-12-23 cs.CV 79%

Entropy Regularized Iterative Weighted Shrinkage-Thresholding Algorithm (ERIWSTA): An Application to CT Image Restoration

Bingxue Wu, Jiao Wei, Chen Li, Yudong Yao, Yueyang Teng

专题命中医学影像：CT(title,abstract)；分类 cs.CV

2112.10746 2021-12-21 cs.CL cs.IR cs.LG 79%

Learning Semi-Structured Representations of Radiology Reports

Tamara Katic, Martin Pavlovski, Danijela Sekulic, Slobodan Vucetic

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

2109.07162 2021-12-21 cs.CV 79%

MISSFormer: An Effective Medical Image Segmentation Transformer

Xiaohong Huang, Zhifang Deng, Dandan Li, Xueguang Yuan

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

Comments 10 pages, 6 figures

2112.07286 2021-12-15 cs.CV 79%

Levels of Autonomous Radiology

Suraj Ghuwalewala, Viraj Kulkarni, Richa Pant, Amit Kharat

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

Comments 8 pages

2101.08196 2021-12-13 eess.IV 79%

Variational manifold learning from incomplete data: application to multislice dynamic MRI

Qing Zou, Abdul Haseeb Ahmed, Prashant Nagpal, Sarv Priya, Rolf Schulte, Mathews Jacob

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

1802.02912 2021-12-07 eess.IV physics.med-ph 79%

Fast Fiber Orientation Estimation in Diffusion MRI from kq-Space Sampling and Anatomical Priors

Marica Pesce, Audrey Repetti, Anna Auría, Alessandro Daducci, Jean-Philippe Thiran, Yves Wiaux

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

Comments 26 pages, 8 figures

Journal ref Journal of Imaging, 7 (2021)

2111.15400 2021-12-01 cs.CV 79%

CT-block: a novel local and global features extractor for point cloud

Shangwei Guo, Jun Li, Zhengchao Lai, Xiantong Meng, Shaokun Han

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments 15 pages, 4 figures

2111.14605 2021-12-01 cs.CV 79%

Weakly-supervised Generative Adversarial Networks for medical image classification

Jiawei Mao, Xuesong Yin, Yuanqi Chang, Qi Huang

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

2110.15426 2021-11-22 cs.LG cs.CL 79%

RadBERT-CL: Factually-Aware Contrastive Learning For Radiology Report Classification

Ajay Jaiswal, Liyan Tang, Meheli Ghosh, Justin Rousseau, Yifan Peng, Ying Ding

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

2111.01922 2021-11-04 physics.med-ph eess.IV 79%

Noise and dose reduction in CT brain perfusion acquisition by projecting time attenuation curves onto lower dimensional spaces

Vojtěch Kulvait, Philip Hoelter, Arnd Doerfler, Georg Rose

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

Comments 4 pages, 2 figures, submitted and accepted as a contribution at the SPIE Medical Imaging 2022

2007.00816 2021-11-04 stat.ML cs.LG 79%

Multi-resolution Super Learner for Voxel-wise Classification of Prostate Cancer Using Multi-parametric MRI

Jin Jin, Lin Zhang, Ethan Leng, Gregory J. Metzger, Joseph S. Koopmeiners

专题命中医学影像：MRI(title,abstract)；分类 cs.LG

Comments 28 pages, 4 figures, 5 tables

2110.15884 2021-11-01 cs.LG cs.AI cs.DC 79%

Distributing Deep Learning Hyperparameter Tuning for 3D Medical Image Segmentation

Josep Lluis Berral, Oriol Aranda, Juan Luis Dominguez, Jordi Torres

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

Comments 7 pages, 4 figures, scientific report, official code: https://github.com/HiEST/DistMIS

2107.00933 2021-11-01 physics.med-ph eess.IV 79%

Optimal control gradient precision trade-offs: application to fast generation of DeepControl libraries for MRI

Mads Sloth Vinding, David L. Goodwin, Ilya Kuprov, Torben Ellegaard Lund

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

Comments The following article has been submitted to the Journal of Chemical Physics. After it is published, it will be found at https://aip.scitation.org/journal/jcp

2106.15410 2021-10-27 physics.ins-det eess.IV 79%

Improvements in Micro-CT Method for Characterizing X-ray Monocapillary Optics

Zhao Wang, Kai Pan, Shuang Zhang, Zhuxuan Duo, Zhiguo Liu, Tianxi Sun

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

2110.09418 2021-10-19 eess.IV 79%

MRI Recovery with A Self-calibrated Denoiser

Sizhuo Liu, Philip Schniter, Rizwan Ahmad

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

Comments Five-page conference paper submitted to ICASSP 2022

1. 医学影像 22719 篇

Vox2Cortex: Fast Explicit Reconstruction of Cortical Surfaces from 3D MRI Scans with Geometric Deep Neural Networks

Deep learning of multi-resolution X-Ray micro-CT images for multi-scale modelling

Simultaneous imaging of hard and soft biological tissues in a low-field dental MRI scanner

Medical Aegis: Robust adversarial protectors for medical images

CT-ICP: Real-time Elastic LiDAR Odometry with Loop Closure

Time efficiency analysis for undersampled quantitative MRI acquisitions

Embedded quantitative MRI T1rho mapping using non-linear primal-dual proximal splitting

A Metal Artifact Reduction Scheme For Accurate Iterative Dual-Energy CT Algorithms

Computational Scatter Correction for High-Resolution Flat-Panel CT Based on a Fast Monte Carlo Photon Transport Model

Meta-learning with implicit gradients in a few-shot setting for medical image segmentation

Margin-Aware Intra-Class Novelty Identification for Medical Images

Margin Preserving Self-paced Contrastive Learning Towards Domain Adaptation for Medical Image Segmentation

Fully Automatic Deep Learning Framework for Pancreatic Ductal Adenocarcinoma Detection on Computed Tomography

Algorithm-driven Advances for Scientific CT Instruments: From Model-based to Deep Learning-based Approaches

Multi-Domain Balanced Sampling Improves Out-of-Distribution Generalization of Chest X-ray Pathology Prediction Models

Entropy Regularized Iterative Weighted Shrinkage-Thresholding Algorithm (ERIWSTA): An Application to CT Image Restoration

Learning Semi-Structured Representations of Radiology Reports

MISSFormer: An Effective Medical Image Segmentation Transformer

Levels of Autonomous Radiology

Variational manifold learning from incomplete data: application to multislice dynamic MRI

Fast Fiber Orientation Estimation in Diffusion MRI from kq-Space Sampling and Anatomical Priors

CT-block: a novel local and global features extractor for point cloud

Weakly-supervised Generative Adversarial Networks for medical image classification

RadBERT-CL: Factually-Aware Contrastive Learning For Radiology Report Classification

Noise and dose reduction in CT brain perfusion acquisition by projecting time attenuation curves onto lower dimensional spaces

Multi-resolution Super Learner for Voxel-wise Classification of Prostate Cancer Using Multi-parametric MRI

Distributing Deep Learning Hyperparameter Tuning for 3D Medical Image Segmentation

Optimal control gradient precision trade-offs: application to fast generation of DeepControl libraries for MRI

Improvements in Micro-CT Method for Characterizing X-ray Monocapillary Optics

MRI Recovery with A Self-calibrated Denoiser