医学 AI

FreMIM: Fourier Transform Meets Masked Image Modeling for Medical Image Segmentation

Wenxuan Wang, Jing Wang, Chen Chen, Jianbo Jiao, Yuanxiu Cai, Shanshan Song, Jiangyun Li

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

Comments Accepted by WACV 2024

Clean Label Disentangling for Medical Image Segmentation with Noisy Labels

Zicheng Wang, Zhen Zhao, Erjian Guo, Luping Zhou

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

Comments 13 pages, 6 figures, 11 tables

Where to Begin? From Random to Foundation Model Instructed Initialization in Federated Learning for Medical Image Segmentation

Ming Li, Guang Yang

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

Low-latency Visual Previews of Large Synchrotron Micro-CT Datasets

Nicholas Tan Jerome, Suren Chilingaryan, Thomas van de Kamp, Andreas Kopmann

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

New Epochs in AI Supervision: Design and Implementation of an Autonomous Radiology AI Monitoring System

Vasantha Kumar Venugopal, Abhishek Gupta, Rohit Takhar, Vidur Mahajan

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

Comments 10 pages, 4 figures, 2 tables

Multimodal Interactive Lung Lesion Segmentation: A Framework for Annotating PET/CT Images based on Physiological and Anatomical Cues

Verena Jasmin Hallitschke, Tobias Schlumberger, Philipp Kataliakos, Zdravko Marinov, Moon Kim, Lars Heiliger, Constantin Seibold, Jens Kleesiek, Rainer Stiefelhagen

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

Comments Accepted at ISBI 2023; 5 pages, 5 figures

Medical Image Retrieval Using Pretrained Embeddings

Farnaz Khun Jush, Tuan Truong, Steffen Vogler, Matthias Lenga

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

Comments 8 pages, 3 figures, 4 tables

Volumetric Reconstruction Resolves Off-Resonance Artifacts in Static and Dynamic PROPELLER MRI

Annesha Ghosh, Gordon Wetzstein, Mert Pilanci, Sara Fridovich-Keil

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

Comments Code is available at https://github.com/sarafridov/volumetric-propeller

Pelvic floor MRI segmentation based on semi-supervised deep learning

Jianwei Zuo, Fei Feng, Zhuhui Wang, James A. Ashton-Miller, John O. L. Delancey, Jiajia Luo

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

Segment Together: A Versatile Paradigm for Semi-Supervised Medical Image Segmentation

Qingjie Zeng, Yutong Xie, Zilin Lu, Mengkang Lu, Yicheng Wu, Yong Xia

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

Image-Domain Material Decomposition for Dual-energy CT using Unsupervised Learning with Data-fidelity Loss

Junbo Peng, Chih-Wei Chang, Huiqiao Xie, Richard L. J. Qiu, Justin Roper, Tonghe Wang, Beth Bradshaw, Xiangyang Tang, Xiaofeng Yang

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

MSE-Nets: Multi-annotated Semi-supervised Ensemble Networks for Improving Segmentation of Medical Image with Ambiguous Boundaries

Shuai Wang, Tengjin Weng, Jingyi Wang, Yang Shen, Zhidong Zhao, Yixiu Liu, Pengfei Jiao, Zhiming Cheng, Yaqi Wang

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

Robust Brain MRI Image Classification with SIBOW-SVM

Liyun Zeng, Hao Helen Zhang

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

Time-efficient combined morphologic and quantitative joint MRI based on clinical image contrasts -- An exploratory in-situ study of standardized cartilage defects

Teresa Lemainque, Nicola Pridöhl, Shuo Zhang, Marc Huppertz, Manuel Post, Can Yüksel, Masami Yoneyama, Andreas Prescher, Christiane Kuhl, Daniel Truhn, Sven Nebelung

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

Comments 12 pages (main body), 3 tables, 6 figures

Assessing Test-time Variability for Interactive 3D Medical Image Segmentation with Diverse Point Prompts

Hao Li, Han Liu, Dewei Hu, Jiacheng Wang, Ipek Oguz

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

Are Natural Domain Foundation Models Useful for Medical Image Classification?

Joana Palés Huix, Adithya Raju Ganeshan, Johan Fredin Haslum, Magnus Söderberg, Christos Matsoukas, Kevin Smith

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

Comments IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2024)

Learning with Limited Annotations: A Survey on Deep Semi-Supervised Learning for Medical Image Segmentation

Rushi Jiao, Yichi Zhang, Le Ding, Rong Cai, Jicong Zhang

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

Connecting the Dots: Graph Neural Network Powered Ensemble and Classification of Medical Images

Aryan Singh, Pepijn Van de Ven, Ciarán Eising, Patrick Denny

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

Comments Our code is available at https://github.com/aryan-at-ul/AICS_2023_submission

Journal ref AICS 2023

EviPrompt: A Training-Free Evidential Prompt Generation Method for Segment Anything Model in Medical Images

Yinsong Xu, Jiaqi Tang, Aidong Men, Qingchao Chen

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

TLMCM Network for Medical Image Hierarchical Multi-Label Classification

Meng Wu, Siyan Luo, Qiyu Wu, Wenbin Ouyang

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

AI-based, automated chamber volumetry from gated, non-contrast CT

Athira J Jacob, Ola Abdelkarim, Salma Zook, Kristian Hay Kragholm, Prantik Gupta, Myra Cocker, Juan Ramirez Giraldo, Jim O Doherty, Max Schoebinger, Chris Schwemmer, Mehmet A Gulsun, Saikiran Rapaka, Puneet Sharma, Su-Min Chang

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

Comments Full version of JCCT technical report. Journal of Cardiovascular Computed Tomography (2023)

FastSurfer-HypVINN: Automated sub-segmentation of the hypothalamus and adjacent structures on high-resolutional brain MRI

Santiago Estrada, David Kügler, Emad Bahrami, Peng Xu, Dilshad Mousa, Monique M. B. Breteler, N. Ahmad Aziz, Martin Reuter

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

Comments Accepted in Imaging Neuroscience

Continual atlas-based segmentation of prostate MRI

Amin Ranem, Camila González, Daniel Pinto dos Santos, Andreas M. Bucher, Ahmed E. Othman, Anirban Mukhopadhyay

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

Advances in Medical Image Analysis with Vision Transformers: A Comprehensive Review

Reza Azad, Amirhossein Kazerouni, Moein Heidari, Ehsan Khodapanah Aghdam, Amirali Molaei, Yiwei Jia, Abin Jose, Rijo Roy, Dorit Merhof

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

Comments https://www.sciencedirect.com/science/article/abs/pii/S1361841523002608

From Denoising Training to Test-Time Adaptation: Enhancing Domain Generalization for Medical Image Segmentation

Ruxue Wen, Hangjie Yuan, Dong Ni, Wenbo Xiao, Yaoyao Wu

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

Comments Accepted to WACV 2024

Resolving quantitative MRI model degeneracy with machine learning via training data distribution design

Michele Guerreri, Sean Epstein, Hojjat Azadbakht, Hui Zhang

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

Comments 13 pages, 4 figures

FVP: Fourier Visual Prompting for Source-Free Unsupervised Domain Adaptation of Medical Image Segmentation

Yan Wang, Jian Cheng, Yixin Chen, Shuai Shao, Lanyun Zhu, Zhenzhou Wu, Tao Liu, Haogang Zhu

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

Feature-oriented Deep Learning Framework for Pulmonary Cone-beam CT (CBCT) Enhancement with Multi-task Customized Perceptual Loss

Jiarui Zhu, Werxing Chen, Hongfei Sun, Shaohua Zhi, Jing Qin, Jing Cai, Ge Ren

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

Comments 32 pages,7 figures,journal

A Novel Confidence Induced Class Activation Mapping for MRI Brain Tumor Segmentation

Yu-Jen Chen, Yiyu Shi, Tsung-Yi Ho

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

Dynamic and Rapid Deep Synthesis of Molecular MRI Signals

Dinor Nagar, Nikita Vladimirov, Christian T. Farrar, Or Perlman

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

Journal ref Sci Rep 13, 18291 (2023)