医学 AI

From FDG to PSMA: A Hitchhiker's Guide to Multitracer, Multicenter Lesion Segmentation in PET/CT Imaging

Maximilian Rokuss, Balint Kovacs, Yannick Kirchhoff, Shuhan Xiao, Constantin Ulrich, Klaus H. Maier-Hein, Fabian Isensee

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

Comments Winning method of the autoPET III challenge (model-centric) - Team LesionTracer

A Systematic Review of Generalization Research in Medical Image Classification

Sarah Matta, Mathieu Lamard, Philippe Zhang, Alexandre Le Guilcher, Laurent Borderie, Béatrice Cochener, Gwenolé Quellec

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

A gradient-based approach to fast and accurate head motion compensation in cone-beam CT

Mareike Thies, Fabian Wagner, Noah Maul, Haijun Yu, Manuela Goldmann, Linda-Sophie Schneider, Mingxuan Gu, Siyuan Mei, Lukas Folle, Alexander Preuhs, Michael Manhart, Andreas Maier

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

Comments ©2024 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works

Journal ref in IEEE Transactions on Medical Imaging (2024)

2D-3D Deformable Image Registration of Histology Slide and Micro-CT with ML-based Initialization

Junan Chen, Matteo Ronchetti, Verena Stehl, Van Nguyen, Muhannad Al Kallaa, Mahesh Thalwaththe Gedara, Claudia Lölkes, Stefan Moser, Maximilian Seidl, Matthias Wieczorek

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

Comments 12 pages, 4 figures

Unsupervised Skull Segmentation via Contrastive MR-to-CT Modality Translation

Kamil Kwarciak, Mateusz Daniol, Daria Hemmerling, Marek Wodzinski

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

Comments 16 pages, 5 figures, ACCV 2024 - GAISynMeD Workshop

D-Net: Dynamic Large Kernel with Dynamic Feature Fusion for Volumetric Medical Image Segmentation

Jin Yang, Peijie Qiu, Yichi Zhang, Daniel S. Marcus, Aristeidis Sotiras

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

Comments 18 pages, 8 figures, 9 tables

Rician Denoising Diffusion Probabilistic Models For Sodium Breast MRI Enhancement

Shuaiyu Yuan, Tristan Whitmarsh, Dimitri A Kessler, Otso Arponen, Mary A McLean, Gabrielle Baxter, Frank Riemer, Aneurin J Kennerley, William J Brackenbury, Fiona J Gilbert, Joshua D Kaggie

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

Comments 3 figures

Synthesizing Proton-Density Fat Fraction and $R_2^*$ from 2-point Dixon MRI with Generative Machine Learning

Suma Anand, Kaiwen Xu, Colm O'Dushlaine, Sumit Mukherjee

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

En masse scanning and automated surfacing of small objects using Micro-CT

Riley C. W. O'Neill, Katrina Yezzi-Woodley, Jeff Calder, Peter J. Olver

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

Comments 36 pages, 12 figures, 2 tables. Source code available at https://github.com/oneil571/AMAAZE-MCT-Processing

Continual Learning in Medical Image Analysis: A Comprehensive Review of Recent Advancements and Future Prospects

Pratibha Kumari, Joohi Chauhan, Afshin Bozorgpour, Boqiang Huang, Reza Azad, Dorit Merhof

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

DB-SAM: Delving into High Quality Universal Medical Image Segmentation

Chao Qin, Jiale Cao, Huazhu Fu, Fahad Shahbaz Khan, Rao Muhammad Anwer

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

Comments Accepted by MICCAI 2024 Oral

Optimizing Medical Image Segmentation with Advanced Decoder Design

Weibin Yang, Zhiqi Dong, Mingyuan Xu, Longwei Xu, Dehua Geng, Yusong Li, Pengwei Wang

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

Taming the Tail: Leveraging Asymmetric Loss and Pade Approximation to Overcome Medical Image Long-Tailed Class Imbalance

Pankhi Kashyap, Pavni Tandon, Sunny Gupta, Abhishek Tiwari, Ritwik Kulkarni, Kshitij Sharad Jadhav

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

Comments 13 pages, 1 figures. Accepted in The 35th British Machine Vision Conference (BMVC24)

Multi-modal Medical Image Fusion For Non-Small Cell Lung Cancer Classification

Salma Hassan, Hamad Al Hammadi, Ibrahim Mohammed, Muhammad Haris Khan

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

DMC-Net: Lightweight Dynamic Multi-Scale and Multi-Resolution Convolution Network for Pancreas Segmentation in CT Images

Jin Yang, Daniel S. Marcus, Aristeidis Sotiras

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

Comments 14 pages, 4 figures

MONICA: Benchmarking on Long-tailed Medical Image Classification

Lie Ju, Siyuan Yan, Yukun Zhou, Yang Nan, Xiaodan Xing, Peibo Duan, Zongyuan Ge

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

HC-Mamba: Vision MAMBA with Hybrid Convolutional Techniques for Medical Image Segmentation

Jiashu Xu

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

Comments 3figures, 3tabels, fixed data leak

TransResNet: Integrating the Strengths of ViTs and CNNs for High Resolution Medical Image Segmentation via Feature Grafting

Muhammad Hamza Sharif, Dmitry Demidov, Asif Hanif, Mohammad Yaqub, Min Xu

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

Comments The 33rd British Machine Vision Conference 2022

On Real-time Image Reconstruction with Neural Networks for MRI-guided Radiotherapy

David E. J. Waddington, Nicholas Hindley, Neha Koonjoo, Christopher Chiu, Tess Reynolds, Paul Z. Y. Liu, Bo Zhu, Danyal Bhutto, Chiara Paganelli, Paul J. Keall, Matthew S. Rosen

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

Comments 12 pages, 6 figures, 1 table. v2 has a typo in eqn 1 corrected and references added to the discussion

Adaptive Latent Diffusion Model for 3D Medical Image to Image Translation: Multi-modal Magnetic Resonance Imaging Study

Jonghun Kim, Hyunjin Park

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

Comments 8 pages, 7 figures, WACV 2024 Accepted

KANDU-Net:A Dual-Channel U-Net with KAN for Medical Image Segmentation

Chenglin Fang, Kaigui Wu

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

MCDDPM: Multichannel Conditional Denoising Diffusion Model for Unsupervised Anomaly Detection in Brain MRI

Vivek Kumar Trivedi, Bheeshm Sharma, P. Balamurugan

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

Comments Accepted in CISP-BMEI 2024

DRL-STNet: Unsupervised Domain Adaptation for Cross-modality Medical Image Segmentation via Disentangled Representation Learning

Hui Lin, Florian Schiffers, Santiago López-Tapia, Neda Tavakoli, Daniel Kim, Aggelos K. Katsaggelos

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

Comments MICCAI 2024 Challenge, FLARE Challenge, Unsupervised domain adaptation, Organ segmentation, Feature disentanglement, Self-training

Shape-intensity knowledge distillation for robust medical image segmentation

Wenhui Dong, Bo Du, Yongchao Xu

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

TransUKAN:Computing-Efficient Hybrid KAN-Transformer for Enhanced Medical Image Segmentation

Yanlin Wu, Tao Li, Zhihong Wang, Hong Kang, Along He

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

Multi-Model Ensemble Approach for Accurate Bi-Atrial Segmentation in LGE-MRI of Atrial Fibrillation Patients

Lucas Beveridge, Le Zhang

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

Speech2rtMRI: Speech-Guided Diffusion Model for Real-time MRI Video of the Vocal Tract during Speech

Hong Nguyen, Sean Foley, Kevin Huang, Xuan Shi, Tiantian Feng, Shrikanth Narayanan

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

Comments 4 pages

Graph Image Prior for Unsupervised Dynamic Cardiac Cine MRI Reconstruction

Zhongsen Li, Wenxuan Chen, Shuai Wang, Chuyu Liu, Qing Zou, Rui Li

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

Comments The conclusion about reconstruction performance with the size of the latent variable is not stable, we must validate it before presenting it to other researchers

Learning Multi-axis Representation in Frequency Domain for Medical Image Segmentation

Jiacheng Ruan, Jingsheng Gao, Mingye Xie, Suncheng Xiang

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

Comments This paper has been accepted by Machine Learning Journal

Lesion Segmentation in Whole-Body Multi-Tracer PET-CT Images; a Contribution to AutoPET 2024 Challenge

Mehdi Astaraki, Simone Bendazzoli

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

Comments 7 pages, 4 tables, 1 figure, AutoPET MICCAI 24