医学 AI - arXivDaily 专题

2202.00972 2023-02-13 eess.IV cs.AI cs.CV cs.LG 85%

DCSAU-Net: A Deeper and More Compact Split-Attention U-Net for Medical Image Segmentation

Qing Xu, Zhicheng Ma, Na HE, Wenting Duan

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

2301.11482 2023-02-08 eess.IV cs.CV cs.LG 85%

Diffusion Denoising for Low-Dose-CT Model

Runyi Li

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

Comments The method and experiment of this paper has some error, and we need to revise it

2302.00953 2023-02-03 eess.IV cs.CV cs.LG 85%

Deep-Learning Tool for Early Identifying Non-Traumatic Intracranial Hemorrhage Etiology based on CT Scan

Meng Zhao, Yifan Hu, Ruixuan Jiang, Yuanli Zhao, Dong Zhang, Yan Zhang, Rong Wang, Yong Cao, Qian Zhang, Yonggang Ma, Jiaxi Li, Shaochen Yu, Wenjie Li, Ran Zhang, Yefeng Zheng, Shuo Wang, Jizong Zhao

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

2301.08888 2023-01-24 eess.IV cs.CV cs.LG 85%

Pre-text Representation Transfer for Deep Learning with Limited Imbalanced Data : Application to CT-based COVID-19 Detection

Fouzia Altaf, Syed M. S. Islam, Naeem K. Janjua, Naveed Akhtar

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

Comments Best paper at IVCNZ

2211.03364 2023-01-04 eess.IV cs.CV cs.LG 85%

Medical Diffusion: Denoising Diffusion Probabilistic Models for 3D Medical Image Generation

Firas Khader, Gustav Mueller-Franzes, Soroosh Tayebi Arasteh, Tianyu Han, Christoph Haarburger, Maximilian Schulze-Hagen, Philipp Schad, Sandy Engelhardt, Bettina Baessler, Sebastian Foersch, Johannes Stegmaier, Christiane Kuhl, Sven Nebelung, Jakob Nikolas Kather, Daniel Truhn

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

2212.13788 2022-12-29 eess.IV cs.CV cs.LG 85%

Explainable and Lightweight Model for COVID-19 Detection Using Chest Radiology Images

Suba S, Nita Parekh

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

2206.03336 2022-12-27 eess.IV cs.CV cs.LG 85%

Parotid Gland MRI Segmentation Based on Swin-Unet and Multimodal Images

Zi'an Xu, Yin Dai, Fayu Liu, Siqi Li, Sheng Liu, Lifu Shi, Jun Fu

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

2210.12388 2022-12-22 eess.IV cs.CV cs.LG 85%

Diversity-Promoting Ensemble for Medical Image Segmentation

Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Andreea-Iuliana Miron

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

Comments Accepted at SAC 2023

2212.09310 2022-12-20 eess.IV cs.CV cs.LG 85%

Multimodal CNN Networks for Brain Tumor Segmentation in MRI: A BraTS 2022 Challenge Solution

Ramy A. Zeineldin, Mohamed E. Karar, Oliver Burgert, Franziska Mathis-Ullrich

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

Comments Accepted in BraTS 2022 (as part of the BrainLes workshop proceedings distributed by Springer LNCS). arXiv admin note: text overlap with arXiv:2112.06554

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

1. 医学影像 22615 篇

DCSAU-Net: A Deeper and More Compact Split-Attention U-Net for Medical Image Segmentation

Diffusion Denoising for Low-Dose-CT Model

Deep-Learning Tool for Early Identifying Non-Traumatic Intracranial Hemorrhage Etiology based on CT Scan

Pre-text Representation Transfer for Deep Learning with Limited Imbalanced Data : Application to CT-based COVID-19 Detection

Medical Diffusion: Denoising Diffusion Probabilistic Models for 3D Medical Image Generation

Explainable and Lightweight Model for COVID-19 Detection Using Chest Radiology Images

Parotid Gland MRI Segmentation Based on Swin-Unet and Multimodal Images

Diversity-Promoting Ensemble for Medical Image Segmentation

Multimodal CNN Networks for Brain Tumor Segmentation in MRI: A BraTS 2022 Challenge Solution

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