医学 AI - arXivDaily 专题

2404.09761 2024-04-16 eess.IV cs.CV cs.LG 85%

Deep Learning-Based Segmentation of Tumors in PET/CT Volumes: Benchmark of Different Architectures and Training Strategies

Monika Górka, Daniel Jaworek, Marek Wodzinski

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

2403.18514 2024-03-28 eess.IV cs.CV cs.LG 85%

CT-3DFlow : Leveraging 3D Normalizing Flows for Unsupervised Detection of Pathological Pulmonary CT scans

Aissam Djahnine, Alexandre Popoff, Emilien Jupin-Delevaux, Vincent Cottin, Olivier Nempont, Loic Boussel

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

2403.12695 2024-03-20 eess.IV cs.CV cs.LG 85%

Federated Semi-supervised Learning for Medical Image Segmentation with intra-client and inter-client Consistency

Yubin Zheng, Peng Tang, Tianjie Ju, Weidong Qiu, Bo Yan

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

Comments Working in progress

2306.08666 2024-03-20 cs.CL cs.AI 85%

Radiology-GPT: A Large Language Model for Radiology

Zhengliang Liu, Aoxiao Zhong, Yiwei Li, Longtao Yang, Chao Ju, Zihao Wu, Chong Ma, Peng Shu, Cheng Chen, Sekeun Kim, Haixing Dai, Lin Zhao, Lichao Sun, Dajiang Zhu, Jun Liu, Wei Liu, Dinggang Shen, Xiang Li, Quanzheng Li, Tianming Liu

专题命中医学影像：radiology(title,abstract)；healthcare AI(abstract)；diagnosis(abstract)

2403.08162 2024-03-14 eess.IV cs.CV cs.LG 85%

Iterative Learning for Joint Image Denoising and Motion Artifact Correction of 3D Brain MRI

Lintao Zhang, Mengqi Wu, Lihong Wang, David C. Steffens, Guy G. Potter, Mingxia Liu

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

2403.07105 2024-03-13 eess.IV cs.CV cs.LG physics.med-ph 85%

A slice classification neural network for automated classification of axial PET/CT slices from a multi-centric lymphoma dataset

Shadab Ahamed, Yixi Xu, Ingrid Bloise, Joo H. O, Carlos F. Uribe, Rahul Dodhia, Juan L. Ferres, Arman Rahmim

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

Comments 10 pages, 6 figures, 2 tables

Journal ref Proc. SPIE 12464, Medical Imaging 2023: Image Processing, 124641Q (3 April 2023)

2403.03642 2024-03-07 eess.IV cs.CV cs.LG 85%

Generative Active Learning with Variational Autoencoder for Radiology Data Generation in Veterinary Medicine

In-Gyu Lee, Jun-Young Oh, Hee-Jung Yu, Jae-Hwan Kim, Ki-Dong Eom, Ji-Hoon Jeong

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

2307.12775 2024-02-13 cs.CV cs.AI cs.LG eess.IV 85%

Is attention all you need in medical image analysis? A review

Giorgos Papanastasiou, Nikolaos Dikaios, Jiahao Huang, Chengjia Wang, Guang Yang

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

2303.11831 2024-02-06 cs.CV cs.LG eess.IV physics.med-ph 85%

CLADE: Cycle Loss Augmented Degradation Enhancement for Unpaired Super-Resolution of Anisotropic Medical Images

Michele Pascale, Vivek Muthurangu, Javier Montalt Tordera, Heather E Fitzke, Gauraang Bhatnagar, Stuart Taylor, Jennifer Steeden

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

2401.15111 2024-01-30 eess.IV cs.CV cs.LG 85%

Improving Fairness of Automated Chest X-ray Diagnosis by Contrastive Learning

Mingquan Lin, Tianhao Li, Zhaoyi Sun, Gregory Holste, Ying Ding, Fei Wang, George Shih, Yifan Peng

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

Comments 23 pages, 5 figures

2303.12861 2024-01-30 eess.IV cs.LG eess.SP physics.bio-ph 85%

Parallel Diffusion Model-based Sparse-view Cone-beam Breast CT

Wenjun Xia, Hsin Wu Tseng, Chuang Niu, Wenxiang Cong, Xiaohua Zhang, Shaohua Liu, Ruola Ning, Srinivasan Vedantham, Ge Wang

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

2401.14130 2024-01-26 eess.IV cs.CV cs.LG 85%

Attention-based Efficient Classification for 3D MRI Image of Alzheimer's Disease

Yihao Lin, Ximeng Li, Yan Zhang, Jinshan Tang

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

2401.10419 2024-01-22 eess.IV cs.CV cs.LG 85%

M3BUNet: Mobile Mean Max UNet for Pancreas Segmentation on CT-Scans

Juwita juwita, Ghulam Mubashar Hassan, Naveed Akhtar, Amitava Datta

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

2204.02779 2024-01-18 eess.IV cs.AI cs.CV cs.LG 85%

A Dempster-Shafer approach to trustworthy AI with application to fetal brain MRI segmentation

Lucas Fidon, Michael Aertsen, Florian Kofler, Andrea Bink, Anna L. David, Thomas Deprest, Doaa Emam, Frédéric Guffens, András Jakab, Gregor Kasprian, Patric Kienast, Andrew Melbourne, Bjoern Menze, Nada Mufti, Ivana Pogledic, Daniela Prayer, Marlene Stuempflen, Esther Van Elslander, Sébastien Ourselin, Jan Deprest, Tom Vercauteren

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

Comments Published in IEEE TPAMI. Minor revision compared to the previous version

2401.06499 2024-01-15 eess.IV cs.CV cs.LG 85%

Fully Automated Tumor Segmentation for Brain MRI data using Multiplanner UNet

Sumit Pandey, Satyasaran Changdar, Mathias Perslev, Erik B Dam

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

2309.00727 2024-01-11 eess.IV cs.CV cs.LG 85%

Deep learning in medical image registration: introduction and survey

Ahmad Hammoudeh, Stéphane Dupont

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

2305.15777 2023-12-19 eess.IV cs.CV cs.LG 85%

Dynamic Data Augmentation via MCTS for Prostate MRI Segmentation

Xinyue Xu, Yuhan Hsi, Haonan Wang, Xiaomeng Li

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

2312.01338 2023-12-05 eess.IV cs.CV cs.LG 85%

Enhancing and Adapting in the Clinic: Source-free Unsupervised Domain Adaptation for Medical Image Enhancement

Heng Li, Ziqin Lin, Zhongxi Qiu, Zinan Li, Huazhu Fu, Yan Hu, Jiang Liu

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

Comments 14 pages, 9 figures, in IEEE Transactions on Medical Imaging

2301.07475 2023-12-05 eess.IV cs.CV cs.LG 85%

Curvilinear object segmentation in medical images based on ODoS filter and deep learning network

Yuanyuan Peng, Lin Pan, Pengpeng Luan, Hongbin Tu, Xiong Li

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

Comments 20 pages, 8 figures. Applied Intelligence, 2023

2311.14990 2023-11-28 eess.IV cs.CV cs.LG 85%

View it like a radiologist: Shifted windows for deep learning augmentation of CT images

Eirik A. Østmo, Kristoffer K. Wickstrøm, Keyur Radiya, Michael C. Kampffmeyer, Robert Jenssen

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

Comments 6 pages, 3 figures, accepted to MLSP 2023

Journal ref 2023 IEEE 33rd International Workshop on Machine Learning for Signal Processing (MLSP), 1-6

2209.00462 2023-11-28 eess.IV cs.AI cs.CV cs.LG 85%

MA-RECON: Mask-aware deep-neural-network for robust fast MRI k-space interpolation

Nitzan Avidan, Moti Freiman

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

Comments Accepted to Computer Methods and Programs in Biomedicine

2305.10655 2023-11-22 eess.IV cs.CV cs.LG 85%

DeepEdit: Deep Editable Learning for Interactive Segmentation of 3D Medical Images

Andres Diaz-Pinto, Pritesh Mehta, Sachidanand Alle, Muhammad Asad, Richard Brown, Vishwesh Nath, Alvin Ihsani, Michela Antonelli, Daniel Palkovics, Csaba Pinter, Ron Alkalay, Steve Pieper, Holger R. Roth, Daguang Xu, Prerna Dogra, Tom Vercauteren, Andrew Feng, Abood Quraini, Sebastien Ourselin, M. Jorge Cardoso

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

2210.01125 2023-11-17 eess.IV cs.CV cs.LG 85%

Spectral2Spectral: Image-spectral Similarity Assisted Spectral CT Deep Reconstruction without Reference

Xiaodong Guo, Longhui Li, Dingyue Chang, Peng He, Peng Feng, Hengyong Yu, Weiwen Wu

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

Comments Accepted by IEEE TCI

2310.16175 2023-10-26 eess.IV cs.CV cs.LG 85%

G-CASCADE: Efficient Cascaded Graph Convolutional Decoding for 2D Medical Image Segmentation

Md Mostafijur Rahman, Radu Marculescu

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

Comments 13 pages, IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2024)

2310.13108 2023-10-23 eess.IV cs.CV cs.LG 85%

Streamlining Brain Tumor Classification with Custom Transfer Learning in MRI Images

Javed Hossain, Md. Touhidul Islam, Md. Taufiqul Haque Khan Tusar

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

Comments 6 pages, 9 figures, 4 tables

Journal ref 2023 IEEE International Conference on Smart Information Systems and Technologies (SIST), Astana, Kazakhstan, 2023, pp. 522-526

2310.11896 2023-10-19 eess.IV cs.CV cs.LG 85%

A New Multimodal Medical Image Fusion based on Laplacian Autoencoder with Channel Attention

Payal Wankhede, Manisha Das, Deep Gupta, Petia Radeva, Ashwini M Bakde

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

Comments 10 pages, 6 figures, % tables

2310.03365 2023-10-17 eess.IV cs.AI cs.CV cs.LG 85%

Swin-Tempo: Temporal-Aware Lung Nodule Detection in CT Scans as Video Sequences Using Swin Transformer-Enhanced UNet

Hossein Jafari, Karim Faez, Hamidreza Amindavar

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

2309.14392 2023-09-27 eess.IV cs.CV cs.LG 85%

Unveiling Fairness Biases in Deep Learning-Based Brain MRI Reconstruction

Yuning Du, Yuyang Xue, Rohan Dharmakumar, Sotirios A. Tsaftaris

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

Comments Accepted for publication at FAIMI 2023 (Fairness of AI in Medical Imaging) at MICCAI

2309.13584 2023-09-26 eess.IV cs.CV cs.LG 85%

Solving Low-Dose CT Reconstruction via GAN with Local Coherence

Wenjie Liu

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

2306.06145 2023-09-08 eess.IV cs.CV cs.LG 85%

LDMRes-Net: Enabling Efficient Medical Image Segmentation on IoT and Edge Platforms

Shahzaib Iqbal, Tariq M. Khan, Syed S. Naqvi, Muhammad Usman, Imran Razzak

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

1. 医学影像 22719 篇

Deep Learning-Based Segmentation of Tumors in PET/CT Volumes: Benchmark of Different Architectures and Training Strategies

CT-3DFlow : Leveraging 3D Normalizing Flows for Unsupervised Detection of Pathological Pulmonary CT scans

Federated Semi-supervised Learning for Medical Image Segmentation with intra-client and inter-client Consistency

Radiology-GPT: A Large Language Model for Radiology

Iterative Learning for Joint Image Denoising and Motion Artifact Correction of 3D Brain MRI

A slice classification neural network for automated classification of axial PET/CT slices from a multi-centric lymphoma dataset

Generative Active Learning with Variational Autoencoder for Radiology Data Generation in Veterinary Medicine

Is attention all you need in medical image analysis? A review

CLADE: Cycle Loss Augmented Degradation Enhancement for Unpaired Super-Resolution of Anisotropic Medical Images

Improving Fairness of Automated Chest X-ray Diagnosis by Contrastive Learning

Parallel Diffusion Model-based Sparse-view Cone-beam Breast CT

Attention-based Efficient Classification for 3D MRI Image of Alzheimer's Disease

M3BUNet: Mobile Mean Max UNet for Pancreas Segmentation on CT-Scans

A Dempster-Shafer approach to trustworthy AI with application to fetal brain MRI segmentation

Fully Automated Tumor Segmentation for Brain MRI data using Multiplanner UNet

Deep learning in medical image registration: introduction and survey

Dynamic Data Augmentation via MCTS for Prostate MRI Segmentation

Enhancing and Adapting in the Clinic: Source-free Unsupervised Domain Adaptation for Medical Image Enhancement

Curvilinear object segmentation in medical images based on ODoS filter and deep learning network

View it like a radiologist: Shifted windows for deep learning augmentation of CT images

MA-RECON: Mask-aware deep-neural-network for robust fast MRI k-space interpolation

DeepEdit: Deep Editable Learning for Interactive Segmentation of 3D Medical Images

Spectral2Spectral: Image-spectral Similarity Assisted Spectral CT Deep Reconstruction without Reference

G-CASCADE: Efficient Cascaded Graph Convolutional Decoding for 2D Medical Image Segmentation

Streamlining Brain Tumor Classification with Custom Transfer Learning in MRI Images

A New Multimodal Medical Image Fusion based on Laplacian Autoencoder with Channel Attention

Swin-Tempo: Temporal-Aware Lung Nodule Detection in CT Scans as Video Sequences Using Swin Transformer-Enhanced UNet

Unveiling Fairness Biases in Deep Learning-Based Brain MRI Reconstruction

Solving Low-Dose CT Reconstruction via GAN with Local Coherence

LDMRes-Net: Enabling Efficient Medical Image Segmentation on IoT and Edge Platforms