医学 AI - arXivDaily 专题

1307.1739 2013-11-05 cs.CV cs.GR 83%

Anatomical Feature-guided Volumeric Registration of Multimodal Prostate MRI

Xin Zhao, Arie Kaufman

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

Comments This paper has been withdrawn by the author due to publication

1306.0178 2013-06-05 cs.IR cs.CV 83%

Using a bag of Words for Automatic Medical Image Annotation with a Latent Semantic

Riadh Bouslimi, Abir Messaoudi, Jalel Akaichi

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

Comments 10 pages, 6 figures

Journal ref International Journal of Artificial Intelligence & Applications(IJAIA), Vol 4, No.3 May 2013

1208.3822 2013-04-08 cs.CV stat.ML 83%

Joint-ViVo: Selecting and Weighting Visual Words Jointly for Bag-of-Features based Tissue Classification in Medical Images

Jingyan Wang

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

Comments This paper has been withdrawn by the author due to the terrible writing

1303.0964 2013-03-06 cs.CV 83%

GBM Volumetry using the 3D Slicer Medical Image Computing Platform

Jan Egger, Tina Kapur, Andriy Fedorov, Steve Pieper, James V. Miller, Harini Veeraraghavan, Bernd Freisleben, Alexandra Golby, Christopher Nimsky, Ron Kikinis

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

Comments 7 pages, 6 figures, 2 tables, 1 equation, 43 references

Journal ref Sci. Rep. 3, 1364, 2013

1302.3702 2013-02-18 cs.CR cs.CV 83%

A Fresnelet-Based Encryption of Medical Images using Arnold Transform

Muhammad Nazeer, Bibi Nargis, Yasir Mehmood Malik, Dai-Gyoung Kim

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

Comments 16 pages, 11 figures, Journal Paper

1212.6933 2013-01-16 cs.CV 83%

On Automation and Medical Image Interpretation, With Applications for Laryngeal Imaging

H. J. Moukalled

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

Comments 18 pages, 9 figures, 41 references

1110.5945 2011-10-28 cs.CV 83%

A New Similarity Measure for Non-Local Means Filtering of MRI Images

Sudipto Dolui, Alan Kuurstra, Iván C. Salgado Patarroyo, Oleg V. Michailovich

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

1005.4292 2010-05-25 cs.CV 83%

Application Of Fuzzy System In Segmentation Of MRI Brain Tumor

Mrigank Rajya, Sonal Rewri, Swati Sheoran

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

Comments IEEE Publication format, International Journal of Computer Science and Information Security, IJCSIS, Vol. 8 No. 1, April 2010, USA. ISSN 1947 5500, http://sites.google.com/site/ijcsis/

1003.1826 2010-03-10 cs.CV 83%

A GA based Window Selection Methodology to Enhance Window based Multi wavelet transformation and thresholding aided CT image denoising technique

Syed Amjad Ali, Srinivasan Vathsal, K. Lal kishore

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

Comments Pages IEEE format, International Journal of Computer Science and Information Security, IJCSIS, Vol. 7 No. 2, February 2010, USA. ISSN 1947 5500, http://sites.google.com/site/ijcsis/

0705.0781 2009-12-01 cs.CV 83%

Medical Image Segmentation and Localization using Deformable Templates

Jonathan M. Spiller, T. Marwala

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

Comments 4 pages

2407.21600 2025-12-16 eess.IV cs.AI cs.CV eess.SP physics.med-ph 83%

Robust Simultaneous Multislice MRI Reconstruction Using Slice-Wise Learned Generative Diffusion Priors

基于切片学习生成扩散先验的鲁棒同时多切片MRI重建

Shoujin Huang, Guanxiong Luo, Yunlin Zhao, Yilong Liu, Yuwan Wang, Kexin Yang, Jingzhe Liu, Hua Guo, Min Wang, Lingyan Zhang, Mengye Lyu

机构 * College of Health Science and Environmental Engineering, Shenzhen Technology University（深圳科技大学健康科学与环境工程学院）； University Medical Center Göttingen（哥廷根大学医学中心）； Guangdong-Hongkong-Macau CNS Regeneration Institute, Key Laboratory of CNS Regeneration (Jinan University)-Ministry of Education, Jinan University（广东-港澳-澳门神经科学再生研究所，神经科学再生重点实验室（暨南大学）-教育部，暨南大学）； Department of Radiology, The First Hospital of Tsinghua University（清华大学第一医院放射科）； Center for Biomedical Imaging Research, Department of Biomedical Engineering, School of Medicine, Tsinghua University（清华大学生物医学成像研究中心，生物医学工程系，医学院）； Key Laboratory for Biomedical Engineering of Ministry of Education, College of Biomedical Engineering and Instrument Science, Zhejiang University（教育部生物医学工程重点实验室，生物医学工程与仪器科学学院，浙江大学）； Department of Endocrinology and Metabolism, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine（浙江大学医学院邵逸夫医院内分泌科）； Lab of Molecular Imaging and Medical Intelligence, Department of Radiology, Longgang Central Hospital of Shenzhen (Shenzhen Clinical Medical College, Guangzhou University of Chinese Medicine（分子成像与医学智能实验室，放射科，深圳龙岗中心医院（深圳临床医学院，广州中医药大学；龙岗临床学院，汕头大学医学院））； Longgang Clinical Institute of Shantou University Medical College)

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

AI总结 ROGER通过深度生成先验和低频增强模块，实现鲁棒的同时多切片MRI重建，提升解剖和功能成像质量。

Journal ref Published in Medical Image Analysis, Volume 108, 2026, 103851

2508.20300 2025-08-29 physics.med-ph 83%

Mitigating MRI Domain Shift in Sex Classification: A Deep Learning Approach with ComBat Harmonization

Peyman Sharifian, Mohammad Saber Azimi, AliReza Karimian, Hossein Arabi

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

Comments Under review article (The 32nd National and 10th International Iranian Conference on Biomedical Engineering (ICBME 2025))

2502.01418 2025-02-04 eess.IV cs.CV cs.LG cs.NA math.NA 83%

Assessing the use of Diffusion models for motion artifact correction in brain MRI

Paolo Angella, Vito Paolo Pastore, Matteo Santacesaria

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

Comments Accepted at IEEE International Symposium for Biomedical Imaging (ISBI) 2025

2501.08902 2025-01-16 eess.IV cs.CV cs.LG 83%

Multi-View Transformers for Airway-To-Lung Ratio Inference on Cardiac CT Scans: The C4R Study

Sneha N. Naik, Elsa D. Angelini, Eric A. Hoffman, Elizabeth C. Oelsner, R. Graham Barr, Benjamin M. Smith, Andrew F. Laine

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

Comments Accepted to appear in Proceedings of International Symposium on Biomedical Imaging (ISBI), 2025

2308.07688 2024-02-09 eess.IV cs.CV cs.LG 83%

Enhancing Network Initialization for Medical AI Models Using Large-Scale, Unlabeled Natural Images

Soroosh Tayebi Arasteh, Leo Misera, Jakob Nikolas Kather, Daniel Truhn, Sven Nebelung

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

Comments Published in European Radiology Experimental

Journal ref Eur Radiol Exp 8, 10 (2024)

2304.14660 2024-01-18 eess.IV cs.CV cs.LG 83%

Segment Anything Model for Medical Images?

Yuhao Huang, Xin Yang, Lian Liu, Han Zhou, Ao Chang, Xinrui Zhou, Rusi Chen, Junxuan Yu, Jiongquan Chen, Chaoyu Chen, Sijing Liu, Haozhe Chi, Xindi Hu, Kejuan Yue, Lei Li, Vicente Grau, Deng-Ping Fan, Fajin Dong, Dong Ni

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

Comments Accepted by Medical Image Analysis. 23 pages, 18 figures, 8 tables

2206.03359 2023-11-15 eess.IV cs.CV cs.LG 83%

An efficient semi-supervised quality control system trained using physics-based MRI-artefact generators and adversarial training

Daniele Ravi, Frederik Barkhof, Daniel C. Alexander, Lemuel Puglisi, Geoffrey JM Parker, Arman Eshaghi

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

Journal ref Medical Image Analysis 2023

2304.02689 2023-07-19 cs.CV cs.AI cs.LG eess.IV 83%

ACTION++: Improving Semi-supervised Medical Image Segmentation with Adaptive Anatomical Contrast

Chenyu You, Weicheng Dai, Yifei Min, Lawrence Staib, Jasjeet S. Sekhon, 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 International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2023)

2007.01441 2023-06-29 cs.CV cs.LG eess.IV 83%

Joint Frequency and Image Space Learning for MRI Reconstruction and Analysis

Nalini M. Singh, Juan Eugenio Iglesias, Elfar Adalsteinsson, Adrian V. Dalca, Polina Golland

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

Comments Accepted for publication at the Journal of Machine Learning for Biomedical Imaging (MELBA) https://www.melba-journal.org/papers/2022:018.html

2304.14053 2023-04-28 eess.IV cs.CV cs.LG 83%

Precise Few-shot Fat-free Thigh Muscle Segmentation in T1-weighted MRI

Sheng Chen, Zihao Tang, Dongnan Liu, Ché Fornusek, Michael Barnett, Chenyu Wang, Mariano Cabezas, Weidong Cai

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

Comments ISBI2023, Few-shot, Intra-muscular fat, Thigh muscle segmentation, Pseudo-label denoising, MRI

2302.11184 2023-03-06 eess.IV cs.CV cs.LG 83%

A residual dense vision transformer for medical image super-resolution with segmentation-based perceptual loss fine-tuning

Jin Zhu, Guang Yang, Pietro Lio

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

Comments Preprint submitted to Medical Image Analysis and under review

2302.09244 2023-02-21 eess.IV cs.CV cs.LG 83%

Dual-Domain Self-Supervised Learning for Accelerated Non-Cartesian MRI Reconstruction

Bo Zhou, Jo Schlemper, Neel Dey, Seyed Sadegh Mohseni Salehi, Kevin Sheth, Chi Liu, James S. Duncan, Michal Sofka

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

Comments 14 pages, 10 figures, published at Medical Image Analysis (MedIA)

2202.12295 2022-12-14 eess.IV cs.CV cs.LG 83%

Factorizer: A Scalable Interpretable Approach to Context Modeling for Medical Image Segmentation

Pooya Ashtari, Diana M. Sima, Lieven De Lathauwer, Dominique Sappey-Marinier, Frederik Maes, Sabine Van Huffel

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

Comments 31 pages, 8 figures, 4 tables

Journal ref Medical Image Analysis 84 (2023) 102706

2202.10553 2022-12-09 cs.LG cs.AI cs.CV eess.IV 83%

Guidelines and Evaluation of Clinical Explainable AI in Medical Image Analysis

Weina Jin, Xiaoxiao Li, Mostafa Fatehi, Ghassan Hamarneh

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

Comments Code: http://github.com/weinajin/multimodal_explanation, Supplementary Material S1 and S2: https://github.com/weinajin/multimodal_explanation/tree/main/paper

Journal ref Medical Image Analysis, 2022

2211.13238 2022-11-28 eess.IV cs.LG eess.SP 83%

ProstAttention-Net: A deep attention model for prostate cancer segmentation by aggressiveness in MRI scans

Audrey Duran, Gaspard Dussert, Olivier Rouvière, Tristan Jaouen, Pierre-Marc Jodoin, Carole Lartizien

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

Journal ref Medical Image Analysis, Elsevier, 2022, 77, pp.102347

2206.10455 2022-09-23 eess.IV cs.CV cs.LG 83%

Automated Coronary Calcium Scoring using U-Net Models through Semi-supervised Learning on Non-Gated CT Scans

Sanskriti Singh

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

Comments There is no correlation between gated and non-gated CT scans causing the points used in the training and results to be flawed. It was inaccurately assumed that there was a correlation between the scans

2209.07910 2022-09-19 cs.CV cs.AI cs.LG eess.IV 83%

Memory Consistent Unsupervised Off-the-Shelf Model Adaptation for Source-Relaxed Medical Image Segmentation

Xiaofeng Liu, Fangxu Xing, Georges El Fakhri, Jonghye Woo

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

Comments Published in Medical Image Analysis (extension of MICCAI paper)

2203.02202 2022-09-16 eess.IV cs.CV cs.LG 83%

Carbon Footprint of Selecting and Training Deep Learning Models for Medical Image Analysis

Raghavendra Selvan, Nikhil Bhagwat, Lasse F. Wolff Anthony, Benjamin Kanding, Erik B. Dam

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

Comments Accepted to be presented as an Oral Presentation at 25th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2022. 13 pages. 5 figures

2209.06077 2022-09-14 eess.IV cs.CV cs.LG 83%

DOMINO: Domain-aware Model Calibration in Medical Image Segmentation

Skylar E. Stolte, Kyle Volle, Aprinda Indahlastari, Alejandro Albizu, Adam J. Woods, Kevin Brink, Matthew Hale, Ruogu Fang

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

Comments 10 pages, 6 figures, 3 tables. Accepted by International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2022 Oral Talk

2110.05243 2022-07-19 eess.IV cs.AI cs.CV cs.LG 83%

Score-based diffusion models for accelerated MRI

Hyungjin Chung, Jong Chul Ye

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

Comments Code available at: https://github.com/HJ-harry/score-MRI

1. 医学影像 22694 篇

Anatomical Feature-guided Volumeric Registration of Multimodal Prostate MRI

Using a bag of Words for Automatic Medical Image Annotation with a Latent Semantic

Joint-ViVo: Selecting and Weighting Visual Words Jointly for Bag-of-Features based Tissue Classification in Medical Images

GBM Volumetry using the 3D Slicer Medical Image Computing Platform

A Fresnelet-Based Encryption of Medical Images using Arnold Transform

On Automation and Medical Image Interpretation, With Applications for Laryngeal Imaging

A New Similarity Measure for Non-Local Means Filtering of MRI Images

Application Of Fuzzy System In Segmentation Of MRI Brain Tumor

A GA based Window Selection Methodology to Enhance Window based Multi wavelet transformation and thresholding aided CT image denoising technique

Medical Image Segmentation and Localization using Deformable Templates

Robust Simultaneous Multislice MRI Reconstruction Using Slice-Wise Learned Generative Diffusion Priors

Mitigating MRI Domain Shift in Sex Classification: A Deep Learning Approach with ComBat Harmonization

Assessing the use of Diffusion models for motion artifact correction in brain MRI

Multi-View Transformers for Airway-To-Lung Ratio Inference on Cardiac CT Scans: The C4R Study

Enhancing Network Initialization for Medical AI Models Using Large-Scale, Unlabeled Natural Images

Segment Anything Model for Medical Images?

An efficient semi-supervised quality control system trained using physics-based MRI-artefact generators and adversarial training

ACTION++: Improving Semi-supervised Medical Image Segmentation with Adaptive Anatomical Contrast

Joint Frequency and Image Space Learning for MRI Reconstruction and Analysis

Precise Few-shot Fat-free Thigh Muscle Segmentation in T1-weighted MRI

A residual dense vision transformer for medical image super-resolution with segmentation-based perceptual loss fine-tuning

Dual-Domain Self-Supervised Learning for Accelerated Non-Cartesian MRI Reconstruction

Factorizer: A Scalable Interpretable Approach to Context Modeling for Medical Image Segmentation

Guidelines and Evaluation of Clinical Explainable AI in Medical Image Analysis

ProstAttention-Net: A deep attention model for prostate cancer segmentation by aggressiveness in MRI scans

Automated Coronary Calcium Scoring using U-Net Models through Semi-supervised Learning on Non-Gated CT Scans

Memory Consistent Unsupervised Off-the-Shelf Model Adaptation for Source-Relaxed Medical Image Segmentation

Carbon Footprint of Selecting and Training Deep Learning Models for Medical Image Analysis

DOMINO: Domain-aware Model Calibration in Medical Image Segmentation

Score-based diffusion models for accelerated MRI