医学 AI

A Symmetric Dynamic Learning Framework for Diffeomorphic Medical Image Registration

Jinqiu Deng, Ke Chen, Mingke Li, Daoping Zhang, Chong Chen, Alejandro F. Frangi, Jianping Zhang

机构 * Xiangtan University（湘潭大学） ； University of Strathclyde（思克莱德大学） ； Nankai University（南开大学） ； Academy of Mathematics and Systems Science, Chinese Academy of Sciences（中国科学院数学与系统科学研究院） ； University of Manchester（曼彻斯特大学） 纠错

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

Comments 12 pages,7 figures

BUSClean: Open-source software for breast ultrasound image pre-processing and knowledge extraction for medical AI

Arianna Bunnell, Kailee Hung, John A. Shepherd, Peter Sadowski

专题命中 医学影像 ：medical AI(title)；分类 cs.CV、eess.IV

Segmentation of the cortical plate in fetal brain MRI with a topological loss

Priscille de Dumast, Hamza Kebiri, Chirine Atat, Vincent Dunet, Mériam Koob, Meritxell Bach Cuadra

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

Comments 4 pages, 4 figures. This work has been submitted to the IEEE for possible publication

A Parameterized Generative Adversarial Network Using Cyclic Projection for Explainable Medical Image Classification

Xiangyu Xiong, Yue Sun, Xiaohong Liu, Chan-Tong Lam, Tong Tong, Hao Chen, Qinquan Gao, Wei Ke, Tao Tan

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

Comments 5 pages, 4 figures. This work has been submitted to the IEEE ICASSP for possible publication

Five Pitfalls When Assessing Synthetic Medical Images with Reference Metrics

Melanie Dohmen, Tuan Truong, Ivo M. Baltruschat, Matthias Lenga

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

Comments 10 pages, 5 figures, presented at Deep Generative Models workshop @ MICCAI 2024

Journal ref In: Mukhopadhyay, A., Oksuz, I., Engelhardt, S., Mehrof, D., Yuan, Y. (eds) Deep Generative Models. DGM4MICCAI 2024. Lecture Notes in Computer Science, vol 15224. Springer, Cham

Unsupervised Representation Learning for 3D MRI Super Resolution with Degradation Adaptation

Jianan Liu, Hao Li, Tao Huang, Euijoon Ahn, Kang Han, Adeel Razi, Wei Xiang, Jinman Kim, David Dagan Feng

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

Comments Accepted by IEEE Transactions on Artificial Intelligence

Lost in Tracking: Uncertainty-guided Cardiac Cine MRI Segmentation at Right Ventricle Base

Yidong Zhao, Yi Zhang, Orlando Simonetti, Yuchi Han, Qian Tao

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

Unique MS Lesion Identification from MRI

Carlos A. Rivas, Jinwei Zhang, Shuwen Wei, Samuel W. Remedios, Aaron Carass, Jerry L. Prince

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

Comments 5 pages, 5 figures, submitted to SPIE medical imaging conference

Coordinate-Based Neural Representation Enabling Zero-Shot Learning for 3D Multiparametric Quantitative MRI

Guoyan Lao, Ruimin Feng, Haikun Qi, Zhenfeng Lv, Qiangqiang Liu, Chunlei Liu, Yuyao Zhang, Hongjiang Wei

专题命中 医学影像 ：MRI(title)；分类 cs.CV、cs.LG

Deep Learning in Medical Image Registration: Magic or Mirage?

Rohit Jena, Deeksha Sethi, Pratik Chaudhari, James C. Gee

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

Comments 16 pages; Accepted to NeurIPS 2024

Cloud-based Federated Learning Framework for MRI Segmentation

Rukesh Prajapati, Amr S. El-Wakeel

专题命中 医学影像 ：MRI(title)；分类 cs.CV、cs.LG

GASA-UNet: Global Axial Self-Attention U-Net for 3D Medical Image Segmentation

Chengkun Sun, Russell Stevens Terry, Jiang Bian, Jie Xu

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

PMR-Net: Parallel Multi-Resolution Encoder-Decoder Network Framework for Medical Image Segmentation

Xiaogang Du, Dongxin Gu, Tao Lei, Yipeng Jiao, Yibin Zou

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

Spectral U-Net: Enhancing Medical Image Segmentation via Spectral Decomposition

Yaopeng Peng, Milan Sonka, Danny Z. Chen

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

Joint image reconstruction and segmentation of real-time cardiac MRI in free-breathing using a model based on disentangled representation learning

Tobias Wech, Oliver Schad, Simon Sauer, Jonas Kleineisel, Nils Petri, Peter Nordbeck, Thorsten A. Bley, Bettina Baeßler, Bernhard Petritsch, Julius F. Heidenreich

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

Comments Submitted to the Journal of Cardiovascular Magnetic Resonance

Memory-Efficient 3D Denoising Diffusion Models for Medical Image Processing

Florentin Bieder, Julia Wolleb, Alicia Durrer, Robin Sandkühler, Philippe C. Cattin

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

Comments Accepted at MIDL 2023

Journal ref Medical Imaging with Deep Learning, PMLR 227:552-567, 2024

Enhancing Clinical Data Warehouses with Provenance and Large File Management: The gitOmmix Approach for Clinical Omics Data

Maxime Wack, Adrien Coulet, Anita Burgun, Bastien Rance

专题命中 医学影像 ：pathology(abstract)；diagnosis(abstract)；radiology(abstract)；分类 q-bio

AI-Powered Semantic Segmentation and Fluid Volume Calculation of Lung CT images in Covid-19 Patients

Sabeerali K. P, Saleena T. S, Dr. Muhamed Ilyas P, Neha Mohan

专题命中 医学影像 ：CT(title)；分类 cs.CV、eess.IV

Comments https://www.uietkuk.ac.in/etbs2021/wp-content/uploads/2021/02/Special-Session-Proposal-ETBS-2021.doc

Interpretable Representation Learning of Cardiac MRI via Attribute Regularization

Maxime Di Folco, Cosmin I. Bercea, Emily Chan, Julia A. Schnabel

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

Comments arXiv admin note: substantial text overlap with arXiv:2312.08915

Temporal Evolution of Knee Osteoarthritis: A Diffusion-based Morphing Model for X-ray Medical Image Synthesis

Zhe Wang, Aladine Chetouani, Rachid Jennane, Yuhua Ru, Wasim Issa, Mohamed Jarraya

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

Robust Box Prompt based SAM for Medical Image Segmentation

Yuhao Huang, Xin Yang, Han Zhou, Yan Cao, Haoran Dou, Fajin Dong, Dong Ni

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

Comments Accepted by MICCAI MLMI 2024

Structure Unbiased Adversarial Model for Medical Image Segmentation

Tianyang Zhang, Shaoming Zheng, Jun Cheng, Xi Jia, Joseph Bartlett, Xinxing Cheng, Huazhu Fu, Zhaowen Qiu, Jiang Liu, Jinming Duan

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

Comments Will revise the paper and resubmit

Evaluation of Extra Pixel Interpolation with Mask Processing for Medical Image Segmentation with Deep Learning

Olivier Rukundo

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

Comments 5 pages, 10 figure, 7 tables

Journal ref SIViP (2024)

BiasPruner: Debiased Continual Learning for Medical Image Classification

Nourhan Bayasi, Jamil Fayyad, Alceu Bissoto, Ghassan Hamarneh, Rafeef Garbi

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

Comments Accepted for publication in MICCAI 2024(Early Accept)

An efficient method to automate tooth identification and 3D bounding box extraction from Cone Beam CT Images

Ignacio Garrido Botella, Ignacio Arranz Águeda, Juan Carlos Armenteros Carmona, Oleg Vorontsov, Fernando Bayón Robledo, Evgeny Solovykh, Obrubov Aleksandr Andreevich, Adrián Alonso Barriuso

专题命中 医学影像 ：CT(title)；分类 cs.CV、eess.IV

Comments 7 pages, 6 figures, 4 tables

Computation-Efficient Era: A Comprehensive Survey of State Space Models in Medical Image Analysis

Moein Heidari, Sina Ghorbani Kolahi, Sanaz Karimijafarbigloo, Bobby Azad, Afshin Bozorgpour, Soheila Hatami, Reza Azad, Ali Diba, Ulas Bagci, Dorit Merhof, Ilker Hacihaliloglu

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

Comments This is the first version of our survey, and the paper is currently under review

Complex Style Image Transformations for Domain Generalization in Medical Images

Nikolaos Spanos, Anastasios Arsenos, Paraskevi-Antonia Theofilou, Paraskevi Tzouveli, Athanasios Voulodimos, Stefanos Kollias

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

Comments Accepted at IEEE/CVF Computer Vision and Pattern Recognition Conference Workshops (CVPRW) 2024

The Brain Tumor Segmentation (BraTS) Challenge 2023: Focus on Pediatrics (CBTN-CONNECT-DIPGR-ASNR-MICCAI BraTS-PEDs)

Anahita Fathi Kazerooni, Nastaran Khalili, Xinyang Liu, Debanjan Haldar, Zhifan Jiang, Syed Muhammed Anwar, Jake Albrecht, Maruf Adewole, Udunna Anazodo, Hannah Anderson, Sina Bagheri, Ujjwal Baid, Timothy Bergquist, Austin J. Borja, Evan Calabrese, Verena Chung, Gian-Marco Conte, Farouk Dako, James Eddy, Ivan Ezhov, Ariana Familiar, Keyvan Farahani, Shuvanjan Haldar, Juan Eugenio Iglesias, Anastasia Janas, Elaine Johansen, Blaise V Jones, Florian Kofler, Dominic LaBella, Hollie Anne Lai, Koen Van Leemput, Hongwei Bran Li, Nazanin Maleki, Aaron S McAllister, Zeke Meier, Bjoern Menze, Ahmed W Moawad, Khanak K Nandolia, Julija Pavaine, Marie Piraud, Tina Poussaint, Sanjay P Prabhu, Zachary Reitman, Andres Rodriguez, Jeffrey D Rudie, Mariana Sanchez-Montano, Ibraheem Salman Shaikh, Lubdha M. Shah, Nakul Sheth, Russel Taki Shinohara, Wenxin Tu, Karthik Viswanathan, Chunhao Wang, Jeffrey B Ware, Benedikt Wiestler, Walter Wiggins, Anna Zapaishchykova, Mariam Aboian, Miriam Bornhorst, Peter de Blank, Michelle Deutsch, Maryam Fouladi, Lindsey Hoffman, Benjamin Kann, Margot Lazow, Leonie Mikael, Ali Nabavizadeh, Roger Packer, Adam Resnick, Brian Rood, Arastoo Vossough, Spyridon Bakas, Marius George Linguraru

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

Lumbar Spine Tumor Segmentation and Localization in T2 MRI Images Using AI

Rikathi Pal, Sudeshna Mondal, Aditi Gupta, Priya Saha, Somoballi Ghoshal, Amlan Chakrabarti, Susmita Sur-Kolay

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

Comments 9 pages, 12 figures

PAM-UNet: Shifting Attention on Region of Interest in Medical Images

Abhijit Das, Debesh Jha, Vandan Gorade, Koushik Biswas, Hongyi Pan, Zheyuan Zhang, Daniela P. Ladner, Yury Velichko, Amir Borhani, Ulas Bagci

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

Comments Accepted at 2024 IEEE EMBC