医学 AI - arXivDaily 专题

2311.14875 2024-09-17 eess.IV cs.CV 86%

Bayesian Neural Networks for 2D MRI Segmentation

Lohith Konathala

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

Comments 9 pages, conference-paper style

2409.08500 2024-09-16 eess.IV cs.CV 86%

Cross-conditioned Diffusion Model for Medical Image to Image Translation

Zhaohu Xing, Sicheng Yang, Sixiang Chen, Tian Ye, Yijun Yang, Jing Qin, Lei Zhu

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

Comments miccai24

2408.15118 2024-08-28 eess.IV cs.CV 86%

DIFR3CT: Latent Diffusion for Probabilistic 3D CT Reconstruction from Few Planar X-Rays

Yiran Sun, Hana Baroudi, Tucker Netherton, Laurence Court, Osama Mawlawi, Ashok Veeraraghavan, Guha Balakrishnan

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

Comments 11 pages, 9 figures

2408.09432 2024-08-20 eess.IV cs.AI cs.CV 86%

Deformation-aware GAN for Medical Image Synthesis with Substantially Misaligned Pairs

Bowen Xin, Tony Young, Claire E Wainwright, Tamara Blake, Leo Lebrat, Thomas Gaass, Thomas Benkert, Alto Stemmer, David Coman, Jason Dowling

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 MIDL2024

2407.15270 2024-07-23 eess.IV cs.CV 86%

MedEdit: Counterfactual Diffusion-based Image Editing on Brain MRI

Malek Ben Alaya, Daniel M. Lang, Benedikt Wiestler, Julia A. Schnabel, Cosmin I. Bercea

专题命中医学影像：MRI(title)；medical image(abstract)；pathology(abstract)；biomedical(abstract)

Comments Accepted at MICCAI24 Simulation and Synthesis in Medical Imaging (SASHIMI) workshop

2403.06801 2024-07-08 eess.IV cs.CV 86%

CT2Rep: Automated Radiology Report Generation for 3D Medical Imaging

Ibrahim Ethem Hamamci, Sezgin Er, Bjoern Menze

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

2407.01530 2024-07-03 eess.IV cs.CV 86%

xLSTM-UNet can be an Effective 2D & 3D Medical Image Segmentation Backbone with Vision-LSTM (ViL) better than its Mamba Counterpart

Tianrun Chen, Chaotao Ding, Lanyun Zhu, Tao Xu, Deyi Ji, Yan Wang, Ying Zang, Zejian Li

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

2406.17423 2024-06-26 eess.IV cs.CV 86%

Deep learning-based brain segmentation model performance validation with clinical radiotherapy CT

Selena Huisman, Matteo Maspero, Marielle Philippens, Joost Verhoeff, Szabolcs David

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

Comments 15 pages, 9 figures, 3 supplementary data csv's, 1 supplementary file with 1 figure

2405.19538 2024-06-05 cs.CL cs.AI cs.CV cs.LG 86%

CheXpert Plus: Augmenting a Large Chest X-ray Dataset with Text Radiology Reports, Patient Demographics and Additional Image Formats

Pierre Chambon, Jean-Benoit Delbrouck, Thomas Sounack, Shih-Cheng Huang, Zhihong Chen, Maya Varma, Steven QH Truong, Chu The Chuong, Curtis P. Langlotz

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

Comments 13 pages Updated title

2403.12852 2024-05-27 eess.IV cs.CV 86%

Generative Enhancement for 3D Medical Images

Lingting Zhu, Noel Codella, Dongdong Chen, Zhenchao Jin, Lu Yuan, Lequan Yu

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

Comments 20 pages, 8 figures

2405.06789 2024-05-14 eess.IV cs.CV 86%

Self-Consistent Recursive Diffusion Bridge for Medical Image Translation

Fuat Arslan, Bilal Kabas, Onat Dalmaz, Muzaffer Ozbey, 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 11 pages, 6 figures

2303.16242 2024-04-17 eess.IV cs.CV 86%

CuNeRF: Cube-Based Neural Radiance Field for Zero-Shot Medical Image Arbitrary-Scale Super Resolution

Zixuan Chen, Jian-Huang Lai, Lingxiao Yang, Xiaohua Xie

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

Comments This paper is accepted by the International Conference on Computer Vision (ICCV) 2023

2402.05079 2024-04-02 eess.IV cs.CV 86%

Mamba-UNet: UNet-Like Pure Visual Mamba for Medical Image Segmentation

Ziyang Wang, Jian-Qing Zheng, Yichi Zhang, Ge Cui, Lei Li

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

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

1. 医学影像 22694 篇

Bayesian Neural Networks for 2D MRI Segmentation

Cross-conditioned Diffusion Model for Medical Image to Image Translation

DIFR3CT: Latent Diffusion for Probabilistic 3D CT Reconstruction from Few Planar X-Rays

Deformation-aware GAN for Medical Image Synthesis with Substantially Misaligned Pairs

MedEdit: Counterfactual Diffusion-based Image Editing on Brain MRI

CT2Rep: Automated Radiology Report Generation for 3D Medical Imaging

xLSTM-UNet can be an Effective 2D & 3D Medical Image Segmentation Backbone with Vision-LSTM (ViL) better than its Mamba Counterpart

Deep learning-based brain segmentation model performance validation with clinical radiotherapy CT

CheXpert Plus: Augmenting a Large Chest X-ray Dataset with Text Radiology Reports, Patient Demographics and Additional Image Formats

Generative Enhancement for 3D Medical Images

Self-Consistent Recursive Diffusion Bridge for Medical Image Translation

CuNeRF: Cube-Based Neural Radiance Field for Zero-Shot Medical Image Arbitrary-Scale Super Resolution

Mamba-UNet: UNet-Like Pure Visual Mamba for Medical Image Segmentation

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