医学 AI - arXivDaily 专题

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

2110.05280 2021-10-12 cs.CV 79%

Multi-institutional Validation of Two-Streamed Deep Learning Method for Automated Delineation of Esophageal Gross Tumor Volume using planning-CT and FDG-PETCT

Xianghua Ye, Dazhou Guo, Chen-kan Tseng, Jia Ge, Tsung-Min Hung, Ping-Ching Pai, Yanping Ren, Lu Zheng, Xinli Zhu, Ling Peng, Ying Chen, Xiaohua Chen, Chen-Yu Chou, Danni Chen, Jiaze Yu, Yuzhen Chen, Feiran Jiao, Yi Xin, Lingyun Huang, Guotong Xie, Jing Xiao, Le Lu, Senxiang Yan, Dakai Jin, Tsung-Ying Ho

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments 36 pages, 10 figures

2103.08438 2021-10-12 physics.med-ph eess.IV 79%

Task-driven assessment of experimental designs in diffusion MRI: a computational framework

Sean C. Epstein, Timothy J. P. Bray, Margaret A. Hall-Craggs, Hui Zhang

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

Comments 25 pages, 5 figures, 2 tables

2110.00715 2021-10-05 cs.CV math.OC 79%

An Optimization-Based Meta-Learning Model for MRI Reconstruction with Diverse Dataset

Wanyu Bian, Yunmei Chen, Xiaojing Ye, Qingchao Zhang

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments 27 pages

2106.13292 2021-10-05 cs.CV 79%

Semi-supervised Meta-learning with Disentanglement for Domain-generalised Medical Image Segmentation

Xiao Liu, Spyridon Thermos, Alison O'Neil, Sotirios A. Tsaftaris

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

Comments MICCAI 2021 Oral

2107.00781 2021-09-29 cs.CV 79%

UTNet: A Hybrid Transformer Architecture for Medical Image Segmentation

Yunhe Gao, Mu Zhou, Dimitris Metaxas

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

Comments Accepted by MICCAI 2021. Code: https://github.com/yhygao/UTNet

2103.11390 2021-09-24 cs.CV 79%

Multi-view analysis of unregistered medical images using cross-view transformers

Gijs van Tulder, Yao Tong, Elena Marchiori

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

Comments Conference paper presented at MICCAI 2021. Code available via https://vantulder.net/code/2021/miccai-transformers/

Journal ref In: M. de Bruijne et al. (Eds.): MICCAI 2021, LNCS 12903, pp. 104-113, Springer Nature Switzerland, 2021

2109.03233 2021-09-20 eess.IV 79%

Contrastive Learning with Temporal Correlated Medical Images: A Case Study using Lung Segmentation in Chest X-Rays

Dewen Zeng, John N. Kheir, Peng Zeng, Yiyu Shi

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

Comments 7 pages, submitted to ICCAD'21 special session

2004.01147 2021-09-20 physics.med-ph eess.IV 79%

CORE-Deblur: Parallel MRI Reconstruction by Deblurring Using Compressed Sensing

Efrat Shimron, Andrew G. Webb, Haim Azhari

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

Comments 11 pages, 6 figures, 1 table

2009.09571 2021-09-14 cs.CV cs.AI 79%

Semi-supervised Semantic Segmentation of Prostate and Organs-at-Risk on 3D Pelvic CT Images

Zhuangzhuang Zhang, Tianyu Zhao, Hiram Gay, Baozhou Sun, Weixiong Zhang

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments 16 pages, 4 figures

1809.06130 2021-09-09 cs.CV 79%

A Deep Learning Framework for Unsupervised Affine and Deformable Image Registration

Bob D. de Vos, Floris F. Berendsen, Max A. Viergever, Hessam Sokooti, Marius Staring, Ivana Isgum

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

Comments Accepted: Medical Image Analysis - Elsevier

Journal ref Medical Image Analysis, Volume 52, February 2019, Pages 128-143

2106.04792 2021-09-08 eess.IV physics.ins-det 79%

Deep learning based low-dose synchrotron radiation CT reconstruction

Ling Li, Yu Hu

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

Comments 10 pages, 6 figures

2109.02252 2021-09-07 q-bio.QM cs.CV eess.IV 79%

Generative Models Improve Radiomics Performance in Different Tasks and Different Datasets: An Experimental Study

Junhua Chen, Inigo Bermejo, Andre Dekker, Leonard Wee

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

2011.13066 2021-09-03 cs.CV cs.AI 79%

USCL: Pretraining Deep Ultrasound Image Diagnosis Model through Video Contrastive Representation Learning

Yixiong Chen, Chunhui Zhang, Li Liu, Cheng Feng, Changfeng Dong, Yongfang Luo, Xiang Wan

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

2004.10464 2021-09-01 math.NA cs.NA eess.IV 79%

Learning Optical Flow for Fast MRI Reconstruction

T. Schmoderer, A. I Aviles-Rivero, V. Corona, N. Debroux, C-B. Schönlieb

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

2108.12816 2021-08-31 cs.LG cs.CR 79%

Privacy-preserving Machine Learning for Medical Image Classification

Shreyansh Singh, K. K. Shukla

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

2106.14463 2021-08-31 cs.CL cs.AI cs.IR cs.LG 79%

RadGraph: Extracting Clinical Entities and Relations from Radiology Reports

Saahil Jain, Ashwin Agrawal, Adriel Saporta, Steven QH Truong, Du Nguyen Duong, Tan Bui, Pierre Chambon, Yuhao Zhang, Matthew P. Lungren, Andrew Y. Ng, Curtis P. Langlotz, Pranav Rajpurkar

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

Comments Accepted to the 35th Conference on Neural Information Processing Systems (NeurIPS 2021) Track on Datasets and Benchmarks

2012.11967 2021-08-30 cs.CL cs.IR cs.LG 79%

g2tmn at Constraint@AAAI2021: Exploiting CT-BERT and Ensembling Learning for COVID-19 Fake News Detection

Anna Glazkova, Maksim Glazkov, Timofey Trifonov

专题命中医学影像：CT(title,abstract)；分类 cs.LG

Comments The winning solution at the Constraint shared task (AAAI-2021)

Journal ref Combating Online Hostile Posts in Regional Languages during Emergency Situation, 116-127, 2021. Springer, Cham

2008.13570 2021-08-26 eess.IV 79%

Deep Learning based Spectral CT Imaging

Weiwen Wu, Dianlin Hu, Chuang Niu, Lieza Vanden Broeke, Anthony P. H. Butler, Peng Cao, James Atlas, Alexander Chernoglazov, Varut Vardhanabhuti, Ge Wang

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

2106.13199 2021-08-23 cs.LG 79%

A Deep Learning Approach to Private Data Sharing of Medical Images Using Conditional GANs

Hanxi Sun, Jason Plawinski, Sajanth Subramaniam, Amir Jamaludin, Timor Kadir, Aimee Readie, Gregory Ligozio, David Ohlssen, Mark Baillie, Thibaud Coroller

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

Comments v2

2108.04938 2021-08-12 cs.CV cs.AI cs.CL 79%

BERTHop: An Effective Vision-and-Language Model for Chest X-ray Disease Diagnosis

Masoud Monajatipoor, Mozhdeh Rouhsedaghat, Liunian Harold Li, Aichi Chien, C. -C. Jay Kuo, Fabien Scalzo, Kai-Wei Chang

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

Comments 10 pages, 8 figures, Accepted in ICCV workshop

1. 医学影像 22694 篇

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

Multi-institutional Validation of Two-Streamed Deep Learning Method for Automated Delineation of Esophageal Gross Tumor Volume using planning-CT and FDG-PETCT

Task-driven assessment of experimental designs in diffusion MRI: a computational framework

An Optimization-Based Meta-Learning Model for MRI Reconstruction with Diverse Dataset

Semi-supervised Meta-learning with Disentanglement for Domain-generalised Medical Image Segmentation

UTNet: A Hybrid Transformer Architecture for Medical Image Segmentation

Multi-view analysis of unregistered medical images using cross-view transformers

Contrastive Learning with Temporal Correlated Medical Images: A Case Study using Lung Segmentation in Chest X-Rays

CORE-Deblur: Parallel MRI Reconstruction by Deblurring Using Compressed Sensing

Semi-supervised Semantic Segmentation of Prostate and Organs-at-Risk on 3D Pelvic CT Images

A Deep Learning Framework for Unsupervised Affine and Deformable Image Registration

Deep learning based low-dose synchrotron radiation CT reconstruction

Generative Models Improve Radiomics Performance in Different Tasks and Different Datasets: An Experimental Study

USCL: Pretraining Deep Ultrasound Image Diagnosis Model through Video Contrastive Representation Learning

Learning Optical Flow for Fast MRI Reconstruction

Privacy-preserving Machine Learning for Medical Image Classification

RadGraph: Extracting Clinical Entities and Relations from Radiology Reports

g2tmn at Constraint@AAAI2021: Exploiting CT-BERT and Ensembling Learning for COVID-19 Fake News Detection

Deep Learning based Spectral CT Imaging

A Deep Learning Approach to Private Data Sharing of Medical Images Using Conditional GANs

BERTHop: An Effective Vision-and-Language Model for Chest X-ray Disease Diagnosis