医学 AI

fRegGAN with K-space Loss Regularization for Medical Image Translation

Ivo M. Baltruschat, Felix Kreis, Alexander Hoelscher, Melanie Dohmen, Matthias Lenga

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

Automatic segmentation of lung findings in CT and application to Long COVID

Diedre S. Carmo, Rosarie A. Tudas, Alejandro P. Comellas, Leticia Rittner, Roberto A. Lotufo, Joseph M. Reinhardt, Sarah E. Gerard

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

Comments Versao em português brasileiro submetida para o XV EADCA 2023. Brazilian portuguese verson submitted to XV EADCA 2023

Diffusion Prior Regularized Iterative Reconstruction for Low-dose CT

Wenjun Xia, Yongyi Shi, Chuang Niu, Wenxiang Cong, Ge Wang

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

A review of uncertainty quantification in medical image analysis: probabilistic and non-probabilistic methods

Ling Huang, Su Ruan, Yucheng Xing, Mengling Feng

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

Comments arXiv admin note: substantial text overlap with arXiv:2210.03736 by other authors

Deep Cardiac MRI Reconstruction with ADMM

George Yiasemis, Nikita Moriakov, Jan-Jakob Sonke, Jonas Teuwen

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

Comments 12 pages, 3 figures, 2 tables. CMRxRecon Challenge, MICCAI 2023

Self-training with dual uncertainty for semi-supervised medical image segmentation

Zhanhong Qiu, Haitao Gan, Ming Shi, Zhongwei Huang, Zhi Yang

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

Aorta Segmentation from 3D CT in MICCAI SEG.A. 2023 Challenge

Andriy Myronenko, Dong Yang, Yufan He, Daguang Xu

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

Comments MICCAI 2023, SEG.A. 2023 challenge 1st place

Certification of Deep Learning Models for Medical Image Segmentation

Othmane Laousy, Alexandre Araujo, Guillaume Chassagnon, Nikos Paragios, Marie-Pierre Revel, Maria Vakalopoulou

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

How Good Are Synthetic Medical Images? An Empirical Study with Lung Ultrasound

Menghan Yu, Sourabh Kulhare, Courosh Mehanian, Charles B Delahunt, Daniel E Shea, Zohreh Laverriere, Ishan Shah, Matthew P Horning

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

Comments accepted in Simulation and Synthesis in Medical Imaging (SASHIMI)

Robust and Interpretable Medical Image Classifiers via Concept Bottleneck Models

An Yan, Yu Wang, Yiwu Zhong, Zexue He, Petros Karypis, Zihan Wang, Chengyu Dong, Amilcare Gentili, Chun-Nan Hsu, Jingbo Shang, Julian McAuley

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

Comments 18 pages, 12 figures

Blind CT Image Quality Assessment Using DDPM-derived Content and Transformer-based Evaluator

Yongyi Shi, Wenjun Xia, Ge Wang, Xuanqin Mou

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

Comments 10 pages, 6 figures

Cross-adversarial local distribution regularization for semi-supervised medical image segmentation

Thanh Nguyen-Duc, Trung Le, Roland Bammer, He Zhao, Jianfei Cai, Dinh Phung

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

Comments MICCAI 2023

ASCON: Anatomy-aware Supervised Contrastive Learning Framework for Low-dose CT Denoising

Zhihao Chen, Qi Gao, Yi Zhang, Hongming Shan

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

Comments MICCAI 2023

Journal ref MICCAI 2023

Unsupervised Polychromatic Neural Representation for CT Metal Artifact Reduction

Qing Wu, Lixuan Chen, Ce Wang, Hongjiang Wei, S. Kevin Zhou, Jingyi Yu, Yuyao Zhang

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

Comments Accepted by NeurIPS 2023

Gradient-Based Geometry Learning for Fan-Beam CT Reconstruction

Mareike Thies, Fabian Wagner, Noah Maul, Lukas Folle, Manuela Meier, Maximilian Rohleder, Linda-Sophie Schneider, Laura Pfaff, Mingxuan Gu, Jonas Utz, Felix Denzinger, Michael Manhart, Andreas Maier

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

Penalized Deep Partially Linear Cox Models with Application to CT Scans of Lung Cancer Patients

Yuming Sun, Jian Kang, Chinmay Haridas, Nicholas R. Mayne, Alexandra L. Potter, Chi-Fu Jeffrey Yang, David C. Christiani, Yi Li

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

Development of a Deep Learning Method to Identify Acute Ischemic Stroke Lesions on Brain CT

Alessandro Fontanella, Wenwen Li, Grant Mair, Antreas Antoniou, Eleanor Platt, Paul Armitage, Emanuele Trucco, Joanna Wardlaw, Amos Storkey

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

Comments 12 pages, 5 figures

An Investigation Into Race Bias in Random Forest Models Based on Breast DCE-MRI Derived Radiomics Features

Mohamed Huti, Tiarna Lee, Elinor Sawyer, Andrew P. King

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

Comments Accepted for publication at the MICCAI Workshop on Fairness of AI in Medical Imaging (FAIMI) 2023

Automated CT Lung Cancer Screening Workflow using 3D Camera

Brian Teixeira, Vivek Singh, Birgi Tamersoy, Andreas Prokein, Ankur Kapoor

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

Comments Accepted at MICCAI 2023

ssVERDICT: Self-Supervised VERDICT-MRI for Enhanced Prostate Tumour Characterisation

Snigdha Sen, Saurabh Singh, Hayley Pye, Caroline M. Moore, Hayley Whitaker, Shonit Punwani, David Atkinson, Eleftheria Panagiotaki, Paddy J. Slator

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

Comments 12 pages, 5 figures. Submitted to Magnetic Resonance in Medicine

Swin Deformable Attention Hybrid U-Net for Medical Image Segmentation

Lichao Wang, Jiahao Huang, Xiaodan Xing, Guang Yang

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

Comments 10 pages, 5 figures, accepted by SIPAIM2023

Speech Audio Synthesis from Tagged MRI and Non-Negative Matrix Factorization via Plastic Transformer

Xiaofeng Liu, Fangxu Xing, Maureen Stone, Jiachen Zhuo, Sidney Fels, Jerry L. Prince, Georges El Fakhri, Jonghye Woo

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

Comments MICCAI 2023 (Oral presentation)

Fill the K-Space and Refine the Image: Prompting for Dynamic and Multi-Contrast MRI Reconstruction

Bingyu Xin, Meng Ye, Leon Axel, Dimitris N. Metaxas

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

Comments STACOM 2023; Code is available at https://github.com/hellopipu/PromptMR

Matrix Completion-Informed Deep Unfolded Equilibrium Models for Self-Supervised k-Space Interpolation in MRI

Chen Luo, Huayu Wang, Taofeng Xie, Qiyu Jin, Guoqing Chen, Zhuo-Xu Cui, Dong Liang

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

A mirror-Unet architecture for PET/CT lesion segmentation

Yamila Rotstein Habarnau, Mauro Namías

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

Improved Multi-Shot Diffusion-Weighted MRI with Zero-Shot Self-Supervised Learning Reconstruction

Jaejin Cho, Yohan Jun, Xiaoqing Wang, Caique Kobayashi, Berkin Bilgic

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

Comments 10 pages, 4 figures

Leveraging multi-view data without annotations for prostate MRI segmentation: A contrastive approach

Tim Nikolass Lindeijer, Tord Martin Ytredal, Trygve Eftestøl, Tobias Nordström, Fredrik Jäderling, Martin Eklund, Alvaro Fernandez-Quilez

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

Comments Under review

Arbitrary Reduction of MRI Inter-slice Spacing Using Hierarchical Feature Conditional Diffusion

Xin Wang, Zhenrong Shen, Zhiyun Song, Sheng Wang, Mengjun Liu, Lichi Zhang, Kai Xuan, Qian Wang

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

Comments new version

A Localization-to-Segmentation Framework for Automatic Tumor Segmentation in Whole-Body PET/CT Images

Linghan Cai, Jianhao Huang, Zihang Zhu, Jinpeng Lu, Yongbing Zhang

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

Comments 7 pages,3 figures

Introducing Shape Prior Module in Diffusion Model for Medical Image Segmentation

Zhiqing Zhang, Guojia Fan, Tianyong Liu, Nan Li, Yuyang Liu, Ziyu Liu, Canwei Dong, Shoujun Zhou

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