医学 AI - arXivDaily 专题

1512.07947 2015-12-29 cs.CV physics.med-ph stat.ME 83%

Sparse Reconstruction of Compressive Sensing MRI using Cross-Domain Stochastically Fully Connected Conditional Random Fields

Edward Li, Farzad Khalvati, Mohammad Javad Shafiee, Masoom A. Haider, Alexander Wong

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

Comments 9 pages

1504.03967 2015-09-17 cs.CV 83%

Deep convolutional networks for pancreas segmentation in CT imaging

Holger R. Roth, Amal Farag, Le Lu, Evrim B. Turkbey, Ronald M. Summers

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

Comments SPIE Medical Imaging conference, Orlando, FL, USA: SPIE Proceedings | Volume 9413 | Classification

Journal ref Proc. SPIE 9413, Medical Imaging 2015: Image Processing, 94131G (20 March 2015)

1507.01251 2015-07-07 cs.CV 83%

Autoencoding the Retrieval Relevance of Medical Images

Zehra Camlica, H. R. Tizhoosh, Farzad Khalvati

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

Comments To appear in proceedings of The 5th International Conference on Image Processing Theory, Tools and Applications (IPTA'15), Nov 10-13, 2015, Orleans, France

1002.1285 2015-05-18 cs.CV 83%

The Influence of Intensity Standardization on Medical Image Registration

Ulas Bagci, Jayaram K. Udupa, Li Bai

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

Comments SPIE Medical Imaging 2010 conference paper, and the complete version of this paper was published in Elsevier Pattern Recognition Letters, volume 31, 2010

1505.03093 2015-05-13 physics.med-ph cs.CV 83%

A new Level-set based Protocol for Accurate Bone Segmentation from CT Imaging

Manuel Pinheiro, J. L. Alves

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

Comments 11 pages, 24 figures

1503.07384 2015-03-26 cs.CV 83%

Compressed sensing MRI using masked DCT and DFT measurements

Elma Hot, Petar Sekulić

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

1501.03779 2015-01-16 cs.CV 83%

Computer-assisted polyp matching between optical colonoscopy and CT colonography: a phantom study

Holger R. Roth, Thomas E. Hampshire, Emma Helbren, Mingxing Hu, Roser Vega, Steve Halligan, David J. Hawkes

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

Comments This paper was presented at the SPIE Medical Imaging 2014 conference

Journal ref Proc. SPIE 9036, Medical Imaging 2014: Image-Guided Procedures, Robotic Interventions, and Modeling, 903609 (March 12, 2014)

1407.8497 2014-08-01 cs.CV 83%

A Bottom-Up Approach for Automatic Pancreas Segmentation in Abdominal CT Scans

Amal Farag, Le Lu, Evrim Turkbey, Jiamin Liu, Ronald M. Summers

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

Comments Abdominal Workshop in Conjunction with MICCAI 2014

1401.0166 2014-01-03 cs.CV cs.AI physics.med-ph 83%

Medical Image Fusion: A survey of the state of the art

A. P. James, B. V. Dasarathy

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

Comments Information Fusion, 2014

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

1. 医学影像 22645 篇

Sparse Reconstruction of Compressive Sensing MRI using Cross-Domain Stochastically Fully Connected Conditional Random Fields

Deep convolutional networks for pancreas segmentation in CT imaging

Autoencoding the Retrieval Relevance of Medical Images

The Influence of Intensity Standardization on Medical Image Registration

A new Level-set based Protocol for Accurate Bone Segmentation from CT Imaging

Compressed sensing MRI using masked DCT and DFT measurements

Computer-assisted polyp matching between optical colonoscopy and CT colonography: a phantom study

A Bottom-Up Approach for Automatic Pancreas Segmentation in Abdominal CT Scans

Medical Image Fusion: A survey of the state of the art

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