医学 AI - arXivDaily 专题

2211.16571 2022-12-13 eess.IV cs.CV cs.LG 85%

Brain Tumor MRI Classification using a Novel Deep Residual and Regional CNN

Mirza Mumtaz Zahoor, Saddam Hussain Khan

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

Comments 21 pages, 11 figures, 4 tables

2212.02764 2022-12-07 eess.IV cs.CV cs.LG 85%

A Trustworthy Framework for Medical Image Analysis with Deep Learning

Kai Ma, Siyuan He, Pengcheng Xi, Ashkan Ebadi, Stéphane Tremblay, Alexander Wong

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

2211.12082 2022-11-23 cs.CV cs.LG eess.IV 85%

Brain MRI-to-PET Synthesis using 3D Convolutional Attention Networks

Ramy Hussein, David Shin, Moss Zhao, Jia Guo, Guido Davidzon, Michael Moseley, Greg Zaharchuk

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

Comments 19 pages, 14 figures

2211.07993 2022-11-16 eess.IV cs.CV cs.LG 85%

DIGEST: Deeply supervIsed knowledGE tranSfer neTwork learning for brain tumor segmentation with incomplete multi-modal MRI scans

Haoran Li, Cheng Li, Weijian Huang, Xiawu Zheng, Yan Xi, Shanshan Wang

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

Comments 4 pages,2 figures,2 tables

2211.01353 2022-11-03 eess.IV cs.CV cs.LG 85%

Fourier Disentangled Multimodal Prior Knowledge Fusion for Red Nucleus Segmentation in Brain MRI

Guanghui Fu, Gabriel Jimenez, Sophie Loizillon, Rosana El Jurdi, Lydia Chougar, Didier Dormont, Romain Valabregue, Ninon Burgos, Stéphane Lehéricy, Daniel Racoceanu, Olivier Colliot, the ICEBERG Study Group

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

2211.00902 2022-11-03 eess.IV cs.AI cs.CV cs.LG 85%

Spot the fake lungs: Generating Synthetic Medical Images using Neural Diffusion Models

Hazrat Ali, Shafaq Murad, Zubair Shah

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

Comments 8 pages. Submitted to AICS 2022 conference

2210.10533 2022-10-20 eess.IV cs.CV cs.LG 85%

Deep-based quality assessment of medical images through domain adaptation

Marouane Tliba, Aymen Sekhri, Mohamed Amine Kerkouri, Aladine Chetouani

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

Comments ICIP 2022

2210.08318 2022-10-18 eess.IV cs.CV cs.LG 85%

CoRe: An Automated Pipeline for The Prediction of Liver Resection Complexity from Preoperative CT Scans

Omar Ali, Alexandre Bone, Caterina Accardo, Omar Belkouchi, Marc-Michel Rohe, Eric Vibert, Irene Vignon-Clementel

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

Comments Accepted by the MIABID workshop at MICCAI 2022

2210.03786 2022-10-18 eess.IV cs.CV cs.LG 85%

Evaluating the Performance of StyleGAN2-ADA on Medical Images

McKell Woodland, John Wood, Brian M. Anderson, Suprateek Kundu, Ethan Lin, Eugene Koay, Bruno Odisio, Caroline Chung, Hyunseon Christine Kang, Aradhana M. Venkatesan, Sireesha Yedururi, Brian De, Yuan-Mao Lin, Ankit B. Patel, Kristy K. Brock

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

Comments This preprint has not undergone post-submission improvements or corrections. The Version of Record of this contribution is published in LNCS, volume 13570, and is available online at https://doi.org/10.1007/978-3-031-16980-9_14

Journal ref Lecture Notes in Computer Science 13570 (2022)

2202.12104 2022-10-18 eess.IV cs.CV cs.LG 85%

A Transformer-based Network for Deformable Medical Image Registration

Yibo Wang, Wen Qian, Xuming Zhang

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

Comments 12 pages, 7 figures, 25 conferences

Journal ref CICAI 2022

1906.10643 2022-10-04 eess.IV cs.CV cs.LG physics.med-ph 85%

A Review on Deep Learning in Medical Image Reconstruction

Haimiao Zhang, Bin Dong

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

Comments 31 pages, 6 figures. Survey paper. Revise the typos

Journal ref J. Oper. Res. Soc. China 8(2020) 311-340

2103.05220 2022-09-20 eess.IV cs.CV cs.LG stat.AP 85%

Prediction of 5-year Progression-Free Survival in Advanced Nasopharyngeal Carcinoma with Pretreatment PET/CT using Multi-Modality Deep Learning-based Radiomics

Bingxin Gu, Mingyuan Meng, Lei Bi, Jinman Kim, David Dagan Feng, Shaoli Song

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

Comments Accepted at Frontiers in Oncology

Journal ref Frontiers in Oncology, vol. 12, pp. 899352, 2022

2206.08023 2022-09-05 eess.IV cs.CV cs.LG 85%

AMOS: A Large-Scale Abdominal Multi-Organ Benchmark for Versatile Medical Image Segmentation

Yuanfeng Ji, Haotian Bai, Jie Yang, Chongjian Ge, Ye Zhu, Ruimao Zhang, Zhen Li, Lingyan Zhang, Wanling Ma, Xiang Wan, Ping Luo

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

2208.14375 2022-08-31 eess.IV cs.CV cs.LG cs.NE 85%

Automated recognition of the pericardium contour on processed CT images using genetic algorithms

E. O. Rodrigues, L. O. Rodrigues, L. S. N. Oliveira, A. Conci, P. Liatsis

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

Journal ref Computers in Biology and Medicine, Volume 87, 2017, Pages 38-45, ISSN 0010-4825

2208.13923 2022-08-31 eess.IV cs.CV cs.LG 85%

SB-SSL: Slice-Based Self-Supervised Transformers for Knee Abnormality Classification from MRI

Sara Atito, Syed Muhammad Anwar, Muhammad Awais, Josef Kitler

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

Comments Accepted at MICCAI MILLAND workshop

2207.00572 2022-08-17 eess.IV cs.CV cs.LG 85%

How can spherical CNNs benefit ML-based diffusion MRI parameter estimation?

Tobias Goodwin-Allcock, Jason McEwen, Robert Gray, Parashkev Nachev, Hui Zhang

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

Comments 12 pages, 5 figures

2208.04613 2022-08-10 eess.IV cs.CV cs.LG 85%

Res-Dense Net for 3D Covid Chest CT-scan classification

Quoc-Huy Trinh, Minh-Van Nguyen, Thien-Phuc Nguyen Dinh

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

Comments arXiv admin note: text overlap with arXiv:2106.07524 by other authors

2208.03808 2022-08-09 eess.IV cs.CV cs.LG 85%

Distributed Contrastive Learning for Medical Image Segmentation

Yawen Wu, Dewen Zeng, Zhepeng Wang, Yiyu Shi, Jingtong Hu

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

Comments arXiv admin note: substantial text overlap with arXiv:2204.10983

2208.01602 2022-08-04 eess.IV cs.CV cs.LG physics.med-ph 85%

Lossy compression of multidimensional medical images using sinusoidal activation networks: an evaluation study

Matteo Mancini, Derek K. Jones, Marco Palombo

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

2207.14472 2022-08-01 eess.IV cs.CV cs.LG 85%

Beyond CNNs: Exploiting Further Inherent Symmetries in Medical Image Segmentation

Shuchao Pang, Anan Du, Mehmet A. Orgun, Yan Wang, Quan Z. Sheng, Shoujin Wang, Xiaoshui Huang, Zhenmei Yu

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

Comments this work was just accepted by IEEE Transactions on Cybernetics on 22 July 2022. arXiv admin note: substantial text overlap with arXiv:2005.03924

2207.09740 2022-07-21 eess.IV cs.CV cs.LG 85%

Interpreting Latent Spaces of Generative Models for Medical Images using Unsupervised Methods

Julian Schön, Raghavendra Selvan, Jens Petersen

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

Comments Accepted for presentation at DGM4MICCAI 2022

2109.12271 2022-07-18 eess.IV cs.AI cs.CV cs.LG 85%

BiTr-Unet: a CNN-Transformer Combined Network for MRI Brain Tumor Segmentation

Qiran Jia, Hai Shu

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

Comments Accepted by MICCAI BrainLes 2021

Journal ref Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries.(BrainLes 2021). LNCS 12963, pp. 3-14, 2022

2207.04212 2022-07-12 eess.IV cs.CV cs.LG 85%

COVID-19 Disease Identification on Chest-CT images using CNN and VGG16

Briskline Kiruba S, Petchiammal A, D. Murugan

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

2207.02957 2022-07-08 eess.IV cs.CV cs.LG 85%

Context-aware Self-supervised Learning for Medical Images Using Graph Neural Network

Li Sun, Ke Yu, Kayhan Batmanghelich

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

Comments Accepted by NeurIPS workshop 2020. arXiv admin note: substantial text overlap with arXiv:2012.06457

2207.02390 2022-07-07 cs.CV cs.LG eess.IV 85%

Swin Deformable Attention U-Net Transformer (SDAUT) for Explainable Fast MRI

Jiahao Huang, Xiaodan Xing, Zhifan Gao, Guang Yang

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

Comments MICCAI 2022

2206.08078 2022-06-17 eess.IV cs.CV cs.LG 85%

U-PET: MRI-based Dementia Detection with Joint Generation of Synthetic FDG-PET Images

Marcel Kollovieh, Matthias Keicher, Stephan Wunderlich, Hendrik Burwinkel, Thomas Wendler, Nassir Navab

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

2206.05284 2022-06-14 eess.IV cs.AI cs.CV cs.LG 85%

Decoupling Predictions in Distributed Learning for Multi-Center Left Atrial MRI Segmentation

Zheyao Gao, Lei Li, Fuping Wu, Sihan Wang, Xiahai Zhuang

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

Comments Accepted by MICCAI 2022

2206.02838 2022-06-08 eess.IV cs.CV cs.LG 85%

Invertible Sharpening Network for MRI Reconstruction Enhancement

Siyuan Dong, Eric Z. Chen, Lin Zhao, Xiao Chen, Yikang Liu, Terrence Chen, Shanhui Sun

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

Comments Accepted by MICCAI 2022

2206.01793 2022-06-07 eess.IV cs.CV cs.LG 85%

R2U++: A Multiscale Recurrent Residual U-Net with Dense Skip Connections for Medical Image Segmentation

Mehreen Mubashar, Hazrat Ali, Christer Gronlund, Shoaib Azmat

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

Comments Paper accepted in Neural Computing and Applications (2022). Please cite the final version available from Springer website https://link.springer.com/article/10.1007/s00521-022-07419-7

2205.10619 2022-05-24 eess.IV cs.AI cs.CV cs.LG 85%

A Pilot Study of Relating MYCN-Gene Amplification with Neuroblastoma-Patient CT Scans

Zihan Zhang, Xiang Xiang, Xuehua Peng, Jianbo Shao

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

1. 医学影像 22719 篇

Brain Tumor MRI Classification using a Novel Deep Residual and Regional CNN

A Trustworthy Framework for Medical Image Analysis with Deep Learning

Brain MRI-to-PET Synthesis using 3D Convolutional Attention Networks

DIGEST: Deeply supervIsed knowledGE tranSfer neTwork learning for brain tumor segmentation with incomplete multi-modal MRI scans

Fourier Disentangled Multimodal Prior Knowledge Fusion for Red Nucleus Segmentation in Brain MRI

Spot the fake lungs: Generating Synthetic Medical Images using Neural Diffusion Models

Deep-based quality assessment of medical images through domain adaptation

CoRe: An Automated Pipeline for The Prediction of Liver Resection Complexity from Preoperative CT Scans

Evaluating the Performance of StyleGAN2-ADA on Medical Images

A Transformer-based Network for Deformable Medical Image Registration

A Review on Deep Learning in Medical Image Reconstruction

Prediction of 5-year Progression-Free Survival in Advanced Nasopharyngeal Carcinoma with Pretreatment PET/CT using Multi-Modality Deep Learning-based Radiomics

AMOS: A Large-Scale Abdominal Multi-Organ Benchmark for Versatile Medical Image Segmentation

Automated recognition of the pericardium contour on processed CT images using genetic algorithms

SB-SSL: Slice-Based Self-Supervised Transformers for Knee Abnormality Classification from MRI

How can spherical CNNs benefit ML-based diffusion MRI parameter estimation?

Res-Dense Net for 3D Covid Chest CT-scan classification

Distributed Contrastive Learning for Medical Image Segmentation

Lossy compression of multidimensional medical images using sinusoidal activation networks: an evaluation study

Beyond CNNs: Exploiting Further Inherent Symmetries in Medical Image Segmentation

Interpreting Latent Spaces of Generative Models for Medical Images using Unsupervised Methods

BiTr-Unet: a CNN-Transformer Combined Network for MRI Brain Tumor Segmentation

COVID-19 Disease Identification on Chest-CT images using CNN and VGG16

Context-aware Self-supervised Learning for Medical Images Using Graph Neural Network

Swin Deformable Attention U-Net Transformer (SDAUT) for Explainable Fast MRI

U-PET: MRI-based Dementia Detection with Joint Generation of Synthetic FDG-PET Images

Decoupling Predictions in Distributed Learning for Multi-Center Left Atrial MRI Segmentation

Invertible Sharpening Network for MRI Reconstruction Enhancement

R2U++: A Multiscale Recurrent Residual U-Net with Dense Skip Connections for Medical Image Segmentation

A Pilot Study of Relating MYCN-Gene Amplification with Neuroblastoma-Patient CT Scans