医学 AI - arXivDaily 专题

2305.17421 2023-12-13 eess.IV cs.CV cs.LG 82%

FoPro-KD: Fourier Prompted Effective Knowledge Distillation for Long-Tailed Medical Image Recognition

Marawan Elbatel, Robert Martí, Xiaomeng Li

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

Comments Accepted at IEEE TMI, code is available at https://github.com/xmed-lab/FoPro-KD

2312.05986 2023-12-12 eess.IV cs.CV cs.LG 82%

Reconstruction of Cortical Surfaces with Spherical Topology from Infant Brain MRI via Recurrent Deformation Learning

Xiaoyang Chen, Junjie Zhao, Siyuan Liu, Sahar Ahmad, Pew-Thian Yap

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

2312.04779 2023-12-11 eess.IV cs.CV cs.LG 82%

Image Synthesis-based Late Stage Cancer Augmentation and Semi-Supervised Segmentation for MRI Rectal Cancer Staging

Saeko Sasuga, Akira Kudo, Yoshiro Kitamura, Satoshi Iizuka, Edgar Simo-Serra, Atsushi Hamabe, Masayuki Ishii, Ichiro Takemasa

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

Comments 10 pages, 7 figures, Accepted to Data Augmentation, Labeling, and Imperfections (DALI) at MICCAI 2022

2312.01679 2023-12-07 eess.IV cs.CV cs.LG 82%

Adversarial Medical Image with Hierarchical Feature Hiding

Qingsong Yao, Zecheng He, Yuexiang Li, Yi Lin, Kai Ma, Yefeng Zheng, S. Kevin Zhou

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

Comments Our code is available at \url{https://github.com/qsyao/Hierarchical_Feature_Constraint}. arXiv admin note: text overlap with arXiv:2012.09501

2312.02941 2023-12-06 eess.IV cs.CV cs.LG 82%

Fast CT anatomic localization algorithm

Amit Oved

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

2205.11952 2023-11-30 eess.IV cs.AI cs.CV cs.LG 82%

3D helical CT Reconstruction with a Memory Efficient Learned Primal-Dual Architecture

Jevgenija Rudzusika, Buda Bajić, Thomas Koehler, Ozan Öktem

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

2311.16316 2023-11-29 physics.med-ph physics.bio-ph 82%

Universal Sampling Denoising (USD) for noise mapping and noise removal of non-Cartesian MRI

Hong-Hsi Lee, Mahesh Bharath Keerthivasan, Gregory Lemberskiy, Jiangyang Zhang, Els Fieremans, Dmitry S Novikov

专题命中医学影像：MRI(title,abstract)；CT(abstract)

2311.16213 2023-11-29 eess.IV cs.CV cs.LG 82%

Seeing Beyond Cancer: Multi-Institutional Validation of Object Localization and 3D Semantic Segmentation using Deep Learning for Breast MRI

Arda Pekis, Vignesh Kannan, Evandros Kaklamanos, Anu Antony, Snehal Patel, Tyler Earnest

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

Comments 9 pages, 2 figures, to appear in SPIE: Medical Imaging 2024

2311.15369 2023-11-28 eess.IV cs.AI cs.CV cs.LG physics.med-ph 82%

TD-Net: A Tri-domain network for sparse-view CT reconstruction

Xinyuan Wang, Changqing Su, Bo Xiong

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

2311.15044 2023-11-28 physics.med-ph 82%

High-resolution 3T to 7T MRI Synthesis with a Hybrid CNN-Transformer Model

Zach Eidex, Jing Wang, Mojtaba Safari, Eric Elder, Jacob Wynne, Tonghe Wang, Hui-Kuo Shu, Hui Mao, Xiaofeng Yang

专题命中医学影像：MRI(title,abstract)；diagnosis(abstract)

2311.13485 2023-11-23 eess.IV cs.CV cs.LG 82%

Deep-learning-based acceleration of MRI for radiotherapy planning of pediatric patients with brain tumors

Shahinur Alam, Jinsoo Uh, Alexander Dresner, Chia-ho Hua, Khaled Khairy

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

2311.12892 2023-11-23 eess.IV cs.CV cs.LG physics.med-ph 82%

IMJENSE: Scan-specific Implicit Representation for Joint Coil Sensitivity and Image Estimation in Parallel MRI

Ruimin Feng, Qing Wu, Jie Feng, Huajun She, Chunlei Liu, Yuyao Zhang, Hongjiang Wei

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

2311.12071 2023-11-22 eess.IV cs.CV cs.LG 82%

Enhancing Low-dose CT Image Reconstruction by Integrating Supervised and Unsupervised Learning

Ling Chen, Zhishen Huang, Yong Long, Saiprasad Ravishankar

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

Comments submitted to IEEE Transactions on Medical Imaging

2311.10349 2023-11-20 eess.IV cs.CV cs.LG 82%

Pseudo Label-Guided Data Fusion and Output Consistency for Semi-Supervised Medical Image Segmentation

Tao Wang, Yuanbin Chen, Xinlin Zhang, Yuanbo Zhou, Junlin Lan, Bizhe Bai, Tao Tan, Min Du, Qinquan Gao, Tong Tong

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

2301.10365 2023-11-17 eess.IV cs.CV cs.LG 82%

Data Consistent Deep Rigid MRI Motion Correction

Nalini M. Singh, Neel Dey, Malte Hoffmann, Bruce Fischl, Elfar Adalsteinsson, Robert Frost, Adrian V. Dalca, Polina Golland

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

Comments Presented at MIDL 2023. 14 pages, 6 figures. Keywords: motion correction, magnetic resonance imaging, deep learning

2311.08024 2023-11-15 eess.IV cs.CV cs.LG 82%

MD-IQA: Learning Multi-scale Distributed Image Quality Assessment with Semi Supervised Learning for Low Dose CT

Tao Song, Ruizhi Hou, Lisong Dai, Lei Xiang

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

2311.06631 2023-11-14 eess.IV cs.CV cs.LG 82%

A 3D Conditional Diffusion Model for Image Quality Transfer -- An Application to Low-Field MRI

Seunghoi Kim, Henry F. J. Tregidgo, Ahmed K. Eldaly, Matteo Figini, Daniel C. Alexander

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

2311.06552 2023-11-14 eess.IV cs.CV cs.LG 82%

Stain Consistency Learning: Handling Stain Variation for Automatic Digital Pathology Segmentation

Michael Yeung, Todd Watts, Sean YW Tan, Pedro F. Ferreira, Andrew D. Scott, Sonia Nielles-Vallespin, Guang Yang

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

2311.05032 2023-11-10 eess.IV cs.AI cs.CV cs.LG 82%

Transfer learning from a sparsely annotated dataset of 3D medical images

Gabriel Efrain Humpire-Mamani, Colin Jacobs, Mathias Prokop, Bram van Ginneken, Nikolas Lessmann

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

2311.03557 2023-11-08 cs.LG cs.CV eess.IV 82%

Spatio-Temporal Similarity Measure based Multi-Task Learning for Predicting Alzheimer's Disease Progression using MRI Data

Xulong Wang, Yu Zhang, Menghui Zhou, Tong Liu, Jun Qi, Po Yang

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

2309.17076 2023-11-07 eess.IV cs.CV cs.LG 82%

Benefits of mirror weight symmetry for 3D mesh segmentation in biomedical applications

Vladislav Dordiuk, Maksim Dzhigil, Konstantin Ushenin

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

Comments was sent to IEEE conference

2311.01574 2023-11-06 eess.IV cs.CV cs.LG 82%

Improving Lesion Segmentation in FDG-18 Whole-Body PET/CT scans using Multilabel approach: AutoPET II challenge

Gowtham Krishnan Murugesan, Diana McCrumb, Eric Brunner, Jithendra Kumar, Rahul Soni, Vasily Grigorash, Stephen Moore, Jeff Van Oss

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

Comments AutoPET II challenge paper

2308.16150 2023-11-06 eess.IV cs.CV cs.LG 82%

Modality Cycles with Masked Conditional Diffusion for Unsupervised Anomaly Segmentation in MRI

Ziyun Liang, Harry Anthony, Felix Wagner, Konstantinos Kamnitsas

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

Comments Accepted in Multiscale Multimodal Medical Imaging workshop in MICCAI 2023

2311.00154 2023-11-02 eess.IV cs.CV cs.LG 82%

Medi-CAT: Contrastive Adversarial Training for Medical Image Classification

Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed

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

2310.17811 2023-11-01 cs.AI cs.CL 82%

Style-Aware Radiology Report Generation with RadGraph and Few-Shot Prompting

Benjamin Yan, Ruochen Liu, David E. Kuo, Subathra Adithan, Eduardo Pontes Reis, Stephen Kwak, Vasantha Kumar Venugopal, Chloe P. O'Connell, Agustina Saenz, Pranav Rajpurkar, Michael Moor

专题命中医学影像：radiology(title,abstract)；medical image(abstract)

Comments Accepted to Findings of EMNLP 2023

2310.15328 2023-10-25 eess.IV cs.CV cs.LG 82%

DeepVox and SAVE-CT: a contrast- and dose-independent 3D deep learning approach for thoracic aorta segmentation and aneurysm prediction using computed tomography scans

Matheus del-Valle, Lariza Laura de Oliveira, Henrique Cursino Vieira, Henrique Min Ho Lee, Lucas Lembrança Pinheiro, Maria Fernanda Portugal, Newton Shydeo Brandão Miyoshi, Nelson Wolosker

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

Comments 23 pages, 4 figures, 7 tables

2302.01735 2023-10-25 cs.CV cs.AI cs.LG eess.IV 82%

Rethinking Semi-Supervised Medical Image Segmentation: A Variance-Reduction Perspective

Chenyu You, Weicheng Dai, Yifei Min, Fenglin Liu, David A. Clifton, S Kevin Zhou, Lawrence Hamilton Staib, James S Duncan

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

Comments Accepted by Advances in Neural Information Processing Systems (NeurIPS 2023)

2310.14934 2023-10-24 eess.IV cs.CV cs.LG 82%

Robust Depth Linear Error Decomposition with Double Total Variation and Nuclear Norm for Dynamic MRI Reconstruction

Junpeng Tan, Chunmei Qing, Xiangmin Xu

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

2210.13834 2023-10-20 eess.IV cs.CV cs.LG 82%

Stable Deep MRI Reconstruction using Generative Priors

Martin Zach, Florian Knoll, Thomas Pock

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

2307.12672 2023-10-19 eess.IV cs.CV cs.LG 82%

Global k-Space Interpolation for Dynamic MRI Reconstruction using Masked Image Modeling

Jiazhen Pan, Suprosanna Shit, Özgün Turgut, Wenqi Huang, Hongwei Bran Li, Nil Stolt-Ansó, Thomas Küstner, Kerstin Hammernik, Daniel Rueckert

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

1. 医学影像 22681 篇

FoPro-KD: Fourier Prompted Effective Knowledge Distillation for Long-Tailed Medical Image Recognition

Reconstruction of Cortical Surfaces with Spherical Topology from Infant Brain MRI via Recurrent Deformation Learning

Image Synthesis-based Late Stage Cancer Augmentation and Semi-Supervised Segmentation for MRI Rectal Cancer Staging

Adversarial Medical Image with Hierarchical Feature Hiding

Fast CT anatomic localization algorithm

3D helical CT Reconstruction with a Memory Efficient Learned Primal-Dual Architecture

Universal Sampling Denoising (USD) for noise mapping and noise removal of non-Cartesian MRI

Seeing Beyond Cancer: Multi-Institutional Validation of Object Localization and 3D Semantic Segmentation using Deep Learning for Breast MRI

TD-Net: A Tri-domain network for sparse-view CT reconstruction

High-resolution 3T to 7T MRI Synthesis with a Hybrid CNN-Transformer Model

Deep-learning-based acceleration of MRI for radiotherapy planning of pediatric patients with brain tumors

IMJENSE: Scan-specific Implicit Representation for Joint Coil Sensitivity and Image Estimation in Parallel MRI

Enhancing Low-dose CT Image Reconstruction by Integrating Supervised and Unsupervised Learning

Pseudo Label-Guided Data Fusion and Output Consistency for Semi-Supervised Medical Image Segmentation

Data Consistent Deep Rigid MRI Motion Correction

MD-IQA: Learning Multi-scale Distributed Image Quality Assessment with Semi Supervised Learning for Low Dose CT

A 3D Conditional Diffusion Model for Image Quality Transfer -- An Application to Low-Field MRI

Stain Consistency Learning: Handling Stain Variation for Automatic Digital Pathology Segmentation

Transfer learning from a sparsely annotated dataset of 3D medical images

Spatio-Temporal Similarity Measure based Multi-Task Learning for Predicting Alzheimer's Disease Progression using MRI Data

Benefits of mirror weight symmetry for 3D mesh segmentation in biomedical applications

Improving Lesion Segmentation in FDG-18 Whole-Body PET/CT scans using Multilabel approach: AutoPET II challenge

Modality Cycles with Masked Conditional Diffusion for Unsupervised Anomaly Segmentation in MRI

Medi-CAT: Contrastive Adversarial Training for Medical Image Classification

Style-Aware Radiology Report Generation with RadGraph and Few-Shot Prompting

DeepVox and SAVE-CT: a contrast- and dose-independent 3D deep learning approach for thoracic aorta segmentation and aneurysm prediction using computed tomography scans

Rethinking Semi-Supervised Medical Image Segmentation: A Variance-Reduction Perspective

Robust Depth Linear Error Decomposition with Double Total Variation and Nuclear Norm for Dynamic MRI Reconstruction

Stable Deep MRI Reconstruction using Generative Priors

Global k-Space Interpolation for Dynamic MRI Reconstruction using Masked Image Modeling