医学 AI

Regularized Spherical Polar Fourier Diffusion MRI with Optimal Dictionary Learning

Jian Cheng, Tianzi Jiang, Rachid Deriche, Dinggang Shen, Pew-Thian Yap

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

Comments Accepted by MICCAI 2013. Abstract shortened to respect the arXiv limit of 1920 characters

A Novel Method for Automatic Segmentation of Brain Tumors in MRI Images

Saeid Fazli, Parisa Nadirkhanlou

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

A Review on Automated Brain Tumor Detection and Segmentation from MRI of Brain

Sudipta Roy, Sanjay Nag, Indra Kanta Maitra, Samir Kumar Bandyopadhyay

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

Comments 30 figures. arXiv admin note: text overlap with arXiv:1205.6572 by other authors

Journal ref International Journal of Advanced Research in Computer Science and Software Engineering, 2013

Medical Aid for Automatic Detection of Malaria

Pramit Ghosh, Debotosh Bhattacharjee, Mita Nasipuri, Dipak Kumar Basu

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

Comments 8 pages, International Conference on Computer Information Systems and Industrial Management Applications 2011. arXiv admin note: text overlap with arXiv:1312.0809

Spatio-temporal wavelet regularization for parallel MRI reconstruction: application to functional MRI

Lotfi Chaari, Sébastien Mériaux, Jean-Christophe Pesquet, Philippe Ciuciu

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

Comments arXiv admin note: substantial text overlap with arXiv:1103.3532

Extending UML for Conceptual Modeling of Annotation of Medical Images

Mouhamed Gaith Ayadi, Riadh Bouslimi, Jalel Akaichi

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

Comments 9 pages, 6 figures. In International Journal of Computer Applications, June 2013

Pulmonary Vascular Tree Segmentation from Contrast-Enhanced CT Images

M. Helmberger, M. Urschler, M. Pienn, Z. Balint, A. Olschewski, H. Bischof

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

Comments Part of the OAGM/AAPR 2013 proceedings (1304.1876)

Cortical Surface Co-Registration based on MRI Images and Photos

Benjamin Berkels, Ivan Cabrilo, Sven Haller, Martin Rumpf, Carlo Schaller

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

Using Hausdorff Distance for New Medical Image Annotation

Riadh Bouslimi, Jalel Akaichi

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

Comments 7 pages, 3 figures, 2 tables; International Journal of Database Management Systems (IJDMS) Vol.4, No.1, February 2012

Automated segmentation of the pulmonary arteries in low-dose CT by vessel tracking

Jeremiah Wala, Sergei Fotin, Jaesung Lee, Artit Jirapatnakul, Alberto Biancardi, Anthony Reeves

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

4D Wavelet-Based Regularization for Parallel MRI Reconstruction: Impact on Subject and Group-Levels Statistical Sensitivity in fMRI

Lotfi Chaari, Sébastien Mériaux, Solveig Badillo, Jean-Christophe Pesquet, Philippe Ciuciu

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

A Comparison of Two Human Brain Tumor Segmentation Methods for MRI Data

Jan Egger, Dženan Zukić, Miriam H. A. Bauer, Daniela Kuhnt, Barbara Carl, Bernd Freisleben, Andreas Kolb, Christopher Nimsky

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

Comments 4 pages, 5 figures, Proc. of the 6th Russian-Bavarian Conference on Bio-Medical Engineering

A Robust Fuzzy Clustering Technique with Spatial Neighborhood Information for Effective Medical Image Segmentation

S. Zulaikha Beevi, M. Mohammed Sathik, K. Senthamaraikannan

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

Comments IEEE Publication format, International Journal of Computer Science and Information Security, IJCSIS, Vol. 7 No. 3, March 2010, USA. ISSN 1947 5500, http://sites.google.com/site/ijcsis/

Detection and Demarcation of Tumor using Vector Quantization in MRI images

H. B. Kekre, Tanuja K. Sarode, Saylee M. Gharge

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

Comments 8 Pages

Journal ref IJEST Volume 1 Issue 2 2009 59-66

Multiresolution Elastic Medical Image Registration in Standard Intensity Scale

Ulas Bagci, Li Bai

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

Comments IEEE Sibgrapi 2007 submission

Journal ref IEEE 20th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI-07), Belo Horizonte-Minas Gerais, Brasil, October 7-10, 2007

Not someone, but something: Rethinking trust in the age of medical AI

不是人，而是东西：在医疗AI时代重新思考信任

Jan Beger

专题命中 医学影像 ：medical AI(title)；radiology(abstract,journal_ref)

AI总结 本文探讨医疗AI时代信任的重新定义，强调通过透明设计和责任部署建立信任，而非依赖同理心或直觉。

Journal ref European Journal of Radiology Artificial Intelligence 3 (2025) 100038

Towards Routine AI-Based PET/CT and SPECT/CT Lesion Segmentation and Tracking in PSMA Theranostics

迈向基于AI的PSMA治疗显像中PET/CT和SPECT/CT病灶分割与追踪的常规化

Fereshteh Yousefirizi, Jean-Mathieu Beauregard, Arman Rahmim

专题命中 医学影像 ：CT(title,abstract)；biomedical(comments)

AI总结 本文探讨了在前列腺癌影像中实现自动化病灶追踪的临床需求、技术基础及未来路径，强调了PSMA PET/CT与FDG PET/CT的区别及定量SPECT/CT在连接影像特征与治疗剂量中的关键作用。

Comments Frontiers in Biomedical Technologies. 2026 Feb 5

Electromagnetic Noise Characterization and Suppression in Low-Field MRI Systems

低场MRI系统中的电磁噪声特性与抑制

Teresa Guallart-Naval, José M. Algarín, Joseba Alonso

专题命中 医学影像 ：MRI(title,abstract)

AI总结 本文提出了一种实用协议，用于识别和抑制低场MRI系统中的电磁噪声，使系统接近热噪声极限，同时提供指导以集成额外组件而不影响信噪比。

Comments This is a protocol for optimizing the performance of low-field MRI scanners. If you use it, please give us feedback!

Journal ref Magn Reson Med. 2026; 95(5): 3000-3007

Physics-Guided Dual-Domain Network with Attention-Based Fusion for Portable MRI Reconstruction

物理引导的双域网络与基于注意力的融合用于便携式MRI重建

Efe Ilıcak, Baris Imre, Chloé Najac, Ruben van den Broek, Beatrice Lena, Andrew Webb, Marius Staring

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

AI总结 本文提出了一种物理引导的双域网络，通过结合k空间和图像域信息，提升便携式MRI重建质量。

Comments Accepted to 2026 IEEE International Symposium on Biomedical Imaging (ISBI). Copyright 2026 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses

Physics-informed graph neural networks for flow field estimation in carotid arteries

基于物理信息的图神经网络用于颈动脉流场估计

Julian Suk, Dieuwertje Alblas, Barbara A. Hutten, Albert Wiegman, Christoph Brune, Pim van Ooij, Jelmer M. Wolterink

机构 * organization= University of Twente , city= Enschede , country= The Netherlands ； organization= Amsterdam University Medical Center , city= Amsterdam , country= The Netherlands ； organization= Research Institute Amsterdam Cardiovascular Sciences, Diabetes \& Metabolism , city= Amsterdam , country= The Netherlands 纠错

专题命中 医学影像 ：MRI(abstract)；pathology(abstract)；biomedical(abstract)；分类 cs.LG、q-bio

AI总结 本研究提出基于物理信息的图神经网络，用于通过4D流体MRI数据估计颈动脉血流场，结合几何与流体动力学关系，实现高效准确的血流预测。

Comments Published in "Medical Image Analysis"

CT-UIO: Continuous-Time UWB-Inertial-Odometer Localization Using Non-Uniform B-spline with Fewer Anchors

CT-UIO：基于非均匀B样条的连续时间UWB-惯性里程计定位系统（使用更少的锚点）

Jian Sun, Wei Sun, Genwei Zhang, Kailun Yang, Song Li, Xiangqi Meng, Na Deng, Chongbin Tan

机构 * National Engineering Research Center of Robot Visual Perception and Control Technology, Hunan University（湖南大学机器人视觉感知与控制技术国家工程研究中心） ； School of Artificial Intelligence, Changsha University of Science and Technology（长沙理工大学人工智能学院） ； School of Artificial Intelligence and Robotics, Hunan University（湖南大学人工智能与机器人学院） ； State Key Laboratory of Chemistry for NBC Hazards Protection, Beijing（核生化防护化学重点实验室，北京） 纠错

专题命中 医学影像 ：CT(title,abstract)

AI总结 CT-UIO通过非均匀B样条和改进EKF实现更少锚点下的高精度UWB-惯性里程计定位，提升定位精度17.2%-26.1%。

Comments Accepted to IEEE Transactions on Mobile Computing (TMC). The codebase and datasets will be open-sourced at https://github.com/JasonSun623/CT-UIO

ezyMRI: How to build an MRI machine from scratch -- Experience from a four-day hackathon

ezyMRI：如何从零开始构建MRI设备——来自四天黑客马拉松的经验

Shaoying Huang, José Miguel Algarín, Joseba Alonso, Anieyrudh R, Jose Borreguero, Fabian Bschorr, Paul Cassidy, Wei Ming Choo, David Corcos, Teresa Guallart-Naval, Heng Jing Han, Kay Chioma Igwe, Jacob Kang, Joe Li, Sebastian Littin, Jie Liu, Gonzalo Gabriel Rodriguez, Eddy Solomon, Li-Kuo Tan, Rui Tian, Andrew Webb, Susanna Weber, Dan Xiao, Minxuan Xu, Wenwei Yu, Zhiyong Zhang, Isabelle Zinghini, Bernhard Blümich

专题命中 医学影像 ：MRI(title,abstract)

AI总结 本文描述了通过四天黑客马拉松，团队从零开始构建MRI设备的过程，展示了系统集成与关键组件开发的挑战与解决方案。

Comments 49 pages, 23 figures, comments welcome (this paper is meant to be useful to people constructing their own MRI systems)

Journal ref Progress in Nuclear Magnetic Resonance Spectroscopy, Vol. 150-151, 101574 (2025)

Auto-Calibration and Biconvex Compressive Sensing with Applications to Parallel MRI

Yuan Ni, Thomas Strohmer

专题命中 医学影像 ：MRI(title,abstract)

Comments Keywords: Self-calibration, Compressive sensing, Convex optimization, Random matrices, Parallel MRI

VR MRI Training for Adolescents: A Comparative Study of Gamified VR, Passive VR, 360° Video, and Traditional Educational Video

Yue Yang, Mengyao Guo, Yuxuan Wu, Wally Niu, Emmanuel A Corona, Bruce Daniel, Christoph Leuze, Fred Baik

专题命中 医学影像 ：MRI(title,abstract)

Comments Download our application at https://www.meta.com/experiences/stanford-mri-simulator/8205539289482347/

Synergistic PET/CT Reconstruction Using a Joint Generative Model

Noel Jeffrey Pinton, Alexandre Bousse, Zhihan Wang, Catherine Cheze-Le-Rest, Voichita Maxim, Claude Comtat, Florent Sureau, Dimitris Visvikis

专题命中 医学影像 ：CT(title,abstract)；radiology(comments)

Comments 17th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine (Fully3D Conference) arXiv:2310.16846

Considerations and recommendations from the ISMRM Diffusion Study Group for preclinical diffusion MRI: Part 3 -- Ex vivo imaging: data processing, comparisons with microscopy, and tractography

Kurt G Schilling, Amy FD Howard, Francesco Grussu, Andrada Ianus, Brian Hansen, Rachel L C Barrett, Manisha Aggarwal, Stijn Michielse, Fatima Nasrallah, Warda Syeda, Nian Wang, Jelle Veraart, Alard Roebroeck, Andrew F Bagdasarian, Cornelius Eichner, Farshid Sepehrband, Jan Zimmermann, Lucas Soustelle, Christien Bowman, Benjamin C Tendler, Andreea Hertanu, Ben Jeurissen, Marleen Verhoye, Lucio Frydman, Yohan van de Looij, David Hike, Jeff F Dunn, Karla Miller, Bennett A Landman, Noam Shemesh, Adam Anderson, Emilie McKinnon, Shawna Farquharson, Flavio Dell' Acqua, Carlo Pierpaoli, Ivana Drobnjak, Alexander Leemans, Kevin D Harkins, Maxime Descoteaux, Duan Xu, Hao Huang, Mathieu D Santin, Samuel C. Grant, Andre Obenaus, Gene S Kim, Dan Wu, Denis Le Bihan, Stephen J Blackband, Luisa Ciobanu, Els Fieremans, Ruiliang Bai, Trygve B Leergaard, Jiangyang Zhang, Tim B Dyrby, G Allan Johnson, Julien Cohen-Adad, Matthew D Budde, Ileana O Jelescu

专题命中 医学影像 ：MRI(title,abstract)

Comments Part 3 of 3 in "Considerations and recommendations for preclinical diffusion MRI"

Learning the Domain Specific Inverse NUFFT for Accelerated Spiral MRI using Diffusion Models

Trevor J. Chan, Chamith S. Rajapakse

专题命中 医学影像 ：MRI(title,abstract)；biomedical(journal_ref)

Journal ref 2024 IEEE International Symposium on Biomedical Imaging (ISBI)

CT evaluation of 2D and 3D holistic deep learning methods for the volumetric segmentation of airway lesions

Amel Imene Hadj Bouzid, Baudouin Denis de Senneville, Fabien Baldacci, Pascal Desbarats, Patrick Berger, Ilyes Benlala, Gaël Dournes

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

Comments 6 pages, 3 figures, 2 tables, IEEE International Symposium on Biomedical Imaging (ISBI) 2024

A new understanding on the history of developing MRI for cancer detection

Donald C. Chang

专题命中 医学影像 ：MRI(title,abstract)

Comments 13 pages, 4 figures, 4 tables; This work was reported in the 2024 APS March Meeting held at Minneapolis as an invited talk given in Session S43: Physics, History, and Future of MRI

Superconducting magnet designs and MRI accessibility: a review

Marina Manso Jimeno, John Thomas Vaughan, Sairam Geethanath

专题命中 医学影像 ：MRI(title,abstract)

Comments Review article, 4 figures and 1 table, submitted to NMR in Biomedicine special issue "MRI for the world"