医学 AI - arXivDaily 专题

2303.09373 2024-04-02 cs.CV cs.AI cs.LG 86%

MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding and Pseudo-Labeling

Xuzhe Zhang, Yuhao Wu, Elsa Angelini, Ang Li, Jia Guo, Jerod M. Rasmussen, Thomas G. O'Connor, Pathik D. Wadhwa, Andrea Parolin Jackowski, Hai Li, Jonathan Posner, Andrew F. Laine, Yun Wang

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

Comments CVPR 2024 camera-ready (8 pages, 3 figures) with the supplemental materials (5 pages, 4 figures). Xuzhe Zhang and Yuhao Wu are co-first authors. Andrew F. Laine and Yun Wang are co-senior supervising authors

2204.14100 2024-03-13 eess.IV cs.CV 86%

Adversarial Distortion Learning for Medical Image Denoising

Morteza Ghahremani, Mohammad Khateri, Alejandra Sierra, Jussi Tohka

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

2311.11097 2023-11-21 cs.CV cs.AI cs.CL cs.LG 86%

Radiology Report Generation Using Transformers Conditioned with Non-imaging Data

Nurbanu Aksoy, Nishant Ravikumar, Alejandro F Frangi

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

2304.02742 2023-10-31 eess.IV cs.CV 86%

Zero-shot Medical Image Translation via Frequency-Guided Diffusion Models

Yunxiang Li, Hua-Chieh Shao, Xiao Liang, Liyuan Chen, Ruiqi Li, Steve Jiang, Jing Wang, You Zhang

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

Journal ref IEEE Transactions on Medical Imaging, 2023

2310.16851 2023-10-27 eess.IV cs.CV 86%

Deep Learning Models for Classification of COVID-19 Cases by Medical Images

Amir Ali

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

Comments Master's thesis

2310.02381 2023-10-05 eess.IV cs.CV 86%

Multi-Prompt Fine-Tuning of Foundation Models for Enhanced Medical Image Segmentation

Xiangru Li, Yifei Zhang, Liang Zhao

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

2310.01251 2023-10-03 cs.CV cs.LG 86%

Generating 3D Brain Tumor Regions in MRI using Vector-Quantization Generative Adversarial Networks

Meng Zhou, Matthias W Wagner, Uri Tabori, Cynthia Hawkins, Birgit B Ertl-Wagner, Farzad Khalvati

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

Comments Preprint, In Submission

2308.07324 2023-08-16 eess.IV cs.LG 86%

Redesigning Out-of-Distribution Detection on 3D Medical Images

Anton Vasiliuk, Daria Frolova, Mikhail Belyaev, Boris Shirokikh

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

2211.00807 2023-08-01 cs.CV cs.LG 86%

Unsupervised Model Adaptation for Source-free Segmentation of Medical Images

Serban Stan, Mohammad Rostami

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

2304.09630 2023-07-27 eess.IV cs.CV 86%

Few-shot Medical Image Segmentation via Cross-Reference Transformer

Yao Huang, Jianming Liu

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

Comments 6 pages,4 figures

2307.05799 2023-07-26 eess.IV cs.CV 86%

3D Medical Image Segmentation based on multi-scale MPU-Net

Zeqiu. Yu, Shuo. Han, Ziheng. Song

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

Comments 37 pages

2307.08048 2023-07-18 eess.IV cs.CV 86%

A Novel SLCA-UNet Architecture for Automatic MRI Brain Tumor Segmentation

Tejashwini P S, Thriveni J, Venugopal K R

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

2306.16036 2023-06-29 eess.IV cs.CV 86%

A Cascaded Approach for ultraly High Performance Lesion Detection and False Positive Removal in Liver CT Scans

Fakai Wang, Chi-Tung Cheng, Chien-Wei Peng, Ke Yan, Min Wu, Le Lu, Chien-Hung Liao, Ling Zhang

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

2212.06506 2023-06-26 eess.IV cs.CV 86%

Solving Sample-Level Out-of-Distribution Detection on 3D Medical Images

Daria Frolova, Anton Vasiliuk, Mikhail Belyaev, Boris Shirokikh

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

Comments We had made a mistake in the proposed algorithm's code (IHF), which led to a biased evaluation -- the reported AUROC scores (Tab. 1) are higher than they should be. It led to a false conclusion and the primary paper's message

2305.09833 2023-05-18 eess.IV cs.CV 86%

Segmentation of Aortic Vessel Tree in CT Scans with Deep Fully Convolutional Networks

Shaofeng Yuan, Feng Yang

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

Comments 7 pages, 1 figure, 1 table

2203.00131 2023-04-06 eess.IV cs.CV 86%

A Data-scalable Transformer for Medical Image Segmentation: Architecture, Model Efficiency, and Benchmark

Yunhe Gao, Mu Zhou, Di Liu, Zhennan Yan, Shaoting Zhang, Dimitris N. Metaxas

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

2304.01401 2023-04-05 eess.IV cs.CV 86%

U-Netmer: U-Net meets Transformer for medical image segmentation

Sheng He, Rina Bao, P. Ellen Grant, Yangming Ou

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

Comments 10 pages, 5 figures, under review

2207.08208 2023-04-03 eess.IV cs.CV 86%

Unsupervised Medical Image Translation with Adversarial Diffusion Models

Muzaffer Özbey, Onat Dalmaz, Salman UH Dar, Hasan A Bedel, Şaban Özturk, Alper Güngör, Tolga Çukur

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

Comments M. Ozbey and O. Dalmaz contributed equally to this study

2303.15770 2023-03-29 eess.IV cs.CV physics.med-ph 86%

DDMM-Synth: A Denoising Diffusion Model for Cross-modal Medical Image Synthesis with Sparse-view Measurement Embedding

Xiaoyue Li, Kai Shang, Gaoang Wang, Mark D. Butala

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

Comments llncs.cls v2.20,12 pages with 6 figures

2301.00772 2023-01-03 cs.CV cs.LG 86%

PCRLv2: A Unified Visual Information Preservation Framework for Self-supervised Pre-training in Medical Image Analysis

Hong-Yu Zhou, Chixiang Lu, Chaoqi Chen, Sibei Yang, Yizhou Yu

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

Comments Accepted by IEEE TPAMI. Codes and pre-trained models are available at \url{https://github.com/RL4M/PCRLv2}

2212.02078 2022-12-06 eess.IV cs.AI cs.CV 86%

LE-UDA: Label-efficient unsupervised domain adaptation for medical image segmentation

Ziyuan Zhao, Fangcheng Zhou, Kaixin Xu, Zeng Zeng, Cuntai Guan, S. Kevin Zhou

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

Comments Accepted by IEEE Transactions on Medical Imaging, 2022

2209.13661 2022-09-29 cs.CV cs.LG 86%

CEC-CNN: A Consecutive Expansion-Contraction Convolutional Network for Very Small Resolution Medical Image Classification

Ioannis Vezakis, Antonios Vezakis, Sofia Gourtsoyianni, Vassilis Koutoulidis, George K. Matsopoulos, Dimitrios Koutsouris

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

Comments 5 pages, 3 figures

2209.07030 2022-09-16 eess.IV cs.CV 86%

Model-Guided Multi-Contrast Deep Unfolding Network for MRI Super-resolution Reconstruction

Gang Yang, Li Zhang, Man Zhou, Aiping Liu, Xun Chen, Zhiwei Xiong, Feng Wu

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

Comments Accepted to ACMMM 2022, 9 pages

2203.10726 2022-09-07 eess.IV cs.CV 86%

TransFusion: Multi-view Divergent Fusion for Medical Image Segmentation with Transformers

Di Liu, Yunhe Gao, Qilong Zhangli, Ligong Han, Xiaoxiao He, Zhaoyang Xia, Song Wen, Qi Chang, Zhennan Yan, Mu Zhou, Dimitris Metaxas

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

2208.06303 2022-08-15 eess.IV cs.CV 86%

Triple-View Feature Learning for Medical Image Segmentation

Ziyang Wang, Irina Voiculescu

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

2208.02910 2022-08-08 eess.IV cs.CV 86%

A Novel Automated Classification and Segmentation for COVID-19 using 3D CT Scans

Shiyi Wang, Guang Yang

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

Comments 5 pages, 6 figures, accepted by IEEE IPAS

2208.00583 2022-08-02 eess.IV cs.CV 86%

An Enhanced Deep Learning Technique for Prostate Cancer Identification Based on MRI Scans

Hussein Hashem, Yasmin Alsakar, Ahmed Elgarayhi, Mohammed Elmogy, Mohammed Sallah

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

Comments 16 pages, 5 figures, 3 tables

2106.16031 2022-07-21 eess.IV cs.CV 86%

ResViT: Residual vision transformers for multi-modal medical image synthesis

Onat Dalmaz, Mahmut Yurt, Tolga Çukur

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

2207.07622 2022-07-18 eess.IV cs.CV physics.med-ph 86%

Brain MRI study for glioma segmentation using convolutional neural networks and original post-processing techniques with low computational demand

José Gerardo Suárez-García Javier Miguel Hernández-López, Eduardo Moreno-Barbosa, Benito de Celis-Alonso

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

Comments 34 pages, 12 tables, 23 figures

2206.05278 2022-06-14 eess.IV cs.AI cs.CV 86%

Dual-Branch Squeeze-Fusion-Excitation Module for Cross-Modality Registration of Cardiac SPECT and CT

Xiongchao Chen, Bo Zhou, Huidong Xie, Xueqi Guo, Jiazhen Zhang, Albert J. Sinusas, John A. Onofrey, Chi liu

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

Comments 10 pages, 4 figures, accepted at MICCAI 2022

1. 医学影像 22719 篇

MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding and Pseudo-Labeling

Adversarial Distortion Learning for Medical Image Denoising

Radiology Report Generation Using Transformers Conditioned with Non-imaging Data

Zero-shot Medical Image Translation via Frequency-Guided Diffusion Models

Deep Learning Models for Classification of COVID-19 Cases by Medical Images

Multi-Prompt Fine-Tuning of Foundation Models for Enhanced Medical Image Segmentation

Generating 3D Brain Tumor Regions in MRI using Vector-Quantization Generative Adversarial Networks

Redesigning Out-of-Distribution Detection on 3D Medical Images

Unsupervised Model Adaptation for Source-free Segmentation of Medical Images

Few-shot Medical Image Segmentation via Cross-Reference Transformer

3D Medical Image Segmentation based on multi-scale MPU-Net

A Novel SLCA-UNet Architecture for Automatic MRI Brain Tumor Segmentation

A Cascaded Approach for ultraly High Performance Lesion Detection and False Positive Removal in Liver CT Scans

Solving Sample-Level Out-of-Distribution Detection on 3D Medical Images

Segmentation of Aortic Vessel Tree in CT Scans with Deep Fully Convolutional Networks

A Data-scalable Transformer for Medical Image Segmentation: Architecture, Model Efficiency, and Benchmark

U-Netmer: U-Net meets Transformer for medical image segmentation

Unsupervised Medical Image Translation with Adversarial Diffusion Models

DDMM-Synth: A Denoising Diffusion Model for Cross-modal Medical Image Synthesis with Sparse-view Measurement Embedding

PCRLv2: A Unified Visual Information Preservation Framework for Self-supervised Pre-training in Medical Image Analysis

LE-UDA: Label-efficient unsupervised domain adaptation for medical image segmentation

CEC-CNN: A Consecutive Expansion-Contraction Convolutional Network for Very Small Resolution Medical Image Classification

Model-Guided Multi-Contrast Deep Unfolding Network for MRI Super-resolution Reconstruction

TransFusion: Multi-view Divergent Fusion for Medical Image Segmentation with Transformers

Triple-View Feature Learning for Medical Image Segmentation

A Novel Automated Classification and Segmentation for COVID-19 using 3D CT Scans

An Enhanced Deep Learning Technique for Prostate Cancer Identification Based on MRI Scans

ResViT: Residual vision transformers for multi-modal medical image synthesis

Brain MRI study for glioma segmentation using convolutional neural networks and original post-processing techniques with low computational demand

Dual-Branch Squeeze-Fusion-Excitation Module for Cross-Modality Registration of Cardiac SPECT and CT