医学 AI - arXivDaily 专题

2204.09278 2022-04-21 eess.IV 79%

Bone marrow sparing for cervical cancer radiotherapy on multimodality medical images

Yuening Wang, Ying Sun, Jie Yuan, Kexin Gan, Hanzi Xu, Han Gao, Xiuming Zhang

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

2109.01818 2022-04-14 cs.LG cs.NA math.NA 79%

Estimating permeability of 3D micro-CT images by physics-informed CNNs based on DNS

Stephan Gärttner, Faruk O. Alpak, Andreas Meier, Nadja Ray, Florian Frank

专题命中医学影像：CT(title,abstract)；分类 cs.LG

2203.14769 2022-04-13 cs.CV physics.med-ph 79%

A Long Short-term Memory Based Recurrent Neural Network for Interventional MRI Reconstruction

Ruiyang Zhao, Zhao He, Tao Wang, Suhao Qiu, Pawel Herman, Yanle Hu, Chencheng Zhang, Dinggang Shen, Bomin Sun, Guang-Zhong Yang, Yuan Feng

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

2204.04771 2022-04-12 eess.IV 79%

Image Reconstruction for MRI using Deep CNN Priors Trained without Groundtruth

Weijie Gan, Cihat Eldeniz, Jiaming Liu, Sihao Chen, Hongyu An, Ulugbek S. Kamilov

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

2011.08297 2022-04-07 physics.med-ph eess.SP 79%

Clinical Micro-CT Empowered by Interior Tomography, Robotic Scanning, and Deep Learning

Mengzhou Li, Zheng Fang, Wenxiang Cong, Chuang Niu, Weiwen Wu, Josef Uher, James Bennett, Jay T. Rubinstein, Ge Wang

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

Comments 10 pages, 13 figures, 3 tables

2203.15216 2022-03-31 cs.CV 79%

Affine Medical Image Registration with Coarse-to-Fine Vision Transformer

Tony C. W. Mok, Albert C. S. Chung

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

Comments Accepted by CVPR2022

2203.12872 2022-03-30 cs.CV 79%

Intrinsic Bias Identification on Medical Image Datasets

Shijie Zhang, Lanjun Wang, Lian Ding, An-an Liu, Senhua Zhu, Dandan Tu

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

Comments 19pages, 12 figures

1812.03520 2022-03-24 cs.CV 79%

Skin Disease Classification versus Skin Lesion Characterization: Achieving Robust Diagnosis using Multi-label Deep Neural Networks

Haofu Liao, Yuncheng Li, Jiebo Luo

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

Journal ref 2016 23rd International Conference on Pattern Recognition (ICPR), Cancun, 2016, pp. 355-360

2111.13410 2022-03-23 cs.CV 79%

Modeling Annotator Preference and Stochastic Annotation Error for Medical Image Segmentation

Zehui Liao, Shishuai Hu, Yutong Xie, Yong Xia

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

2203.10332 2022-03-22 cs.CV 79%

Domain Adaptation Meets Zero-Shot Learning: An Annotation-Efficient Approach to Multi-Modality Medical Image Segmentation

Cheng Bian, Chenglang Yuan, Kai Ma, Shuang Yu, Dong Wei, Yefeng Zheng

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

Comments IEEE TMI

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

1. 医学影像 22694 篇

Bone marrow sparing for cervical cancer radiotherapy on multimodality medical images

Estimating permeability of 3D micro-CT images by physics-informed CNNs based on DNS

A Long Short-term Memory Based Recurrent Neural Network for Interventional MRI Reconstruction

Image Reconstruction for MRI using Deep CNN Priors Trained without Groundtruth

Clinical Micro-CT Empowered by Interior Tomography, Robotic Scanning, and Deep Learning

Affine Medical Image Registration with Coarse-to-Fine Vision Transformer

Intrinsic Bias Identification on Medical Image Datasets

Skin Disease Classification versus Skin Lesion Characterization: Achieving Robust Diagnosis using Multi-label Deep Neural Networks

Modeling Annotator Preference and Stochastic Annotation Error for Medical Image Segmentation

Domain Adaptation Meets Zero-Shot Learning: An Annotation-Efficient Approach to Multi-Modality Medical Image Segmentation

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