医学 AI

Medical Image Denosing via Explainable AI Feature Preserving Loss

Guanfang Dong, Anup Basu

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

FetMRQC: Automated Quality Control for fetal brain MRI

Thomas Sanchez, Oscar Esteban, Yvan Gomez, Elisenda Eixarch, Meritxell Bach Cuadra

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

Comments 12 pages, 8 figures. Perinatal, Preterm and Paediatric Image Analysis Workshop 2023

A Two-Stage Generative Model with CycleGAN and Joint Diffusion for MRI-based Brain Tumor Detection

Wenxin Wang, Zhuo-Xu Cui, Guanxun Cheng, Chentao Cao, Xi Xu, Ziwei Liu, Haifeng Wang, Yulong Qi, Dong Liang, Yanjie Zhu

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

Comments 11 pages,9 figures,3 tables

Contrast-Agnostic Groupwise Registration by Robust PCA for Quantitative Cardiac MRI

Xinqi Li, Yi Zhang, Yidong Zhao, Jan van Gemert, Qian Tao

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

Capturing Local and Global Features in Medical Images by Using Ensemble CNN-Transformer

Javad Mirzapour Kaleybar, Hooman Saadat, Hooman Khaloo

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

Medical Image Segmentation with Domain Adaptation: A Survey

Yuemeng Li, Yong Fan

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

Comments Survey

Hybrid-Fusion Transformer for Multisequence MRI

Jihoon Cho, Jinah Park

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

Comments 10 pages, 4 figures

Low-Dose CT Image Enhancement Using Deep Learning

A. Demir, M. M. A. Shames, O. N. Gerek, S. Ergin, M. Fidan, M. Koc, M. B. Gulmezoglu, A. Barkana, C. Calisir

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

MIST: Medical Image Segmentation Transformer with Convolutional Attention Mixing (CAM) Decoder

Md Motiur Rahman, Shiva Shokouhmand, Smriti Bhatt, Miad Faezipour

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

Comments 10 pages, 2 figures, 3 tables, accepted for publication in WACV 2024

AutoCT: Automated CT registration, segmentation, and quantification

Zhe Bai, Abdelilah Essiari, Talita Perciano, Kristofer E. Bouchard

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

Improvement in Alzheimer's Disease MRI Images Analysis by Convolutional Neural Networks Via Topological Optimization

Peiwen Tan

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

Negligible effect of brain MRI data preprocessing for tumor segmentation

Ekaterina Kondrateva, Polina Druzhinina, Alexandra Dalechina, Svetlana Zolotova, Andrey Golanov, Boris Shirokikh, Mikhail Belyaev, Anvar Kurmukov

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

ASC: Appearance and Structure Consistency for Unsupervised Domain Adaptation in Fetal Brain MRI Segmentation

Zihang Xu, Haifan Gong, Xiang Wan, Haofeng Li

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

Comments MICCAI 2023, released code: https://github.com/lhaof/ASC

Improving style transfer in dynamic contrast enhanced MRI using a spatio-temporal approach

Adam G. Tattersall, Keith A. Goatman, Lucy E. Kershaw, Scott I. K. Semple, Sonia Dahdouh

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

TRUSTED: The Paired 3D Transabdominal Ultrasound and CT Human Data for Kidney Segmentation and Registration Research

William Ndzimbong, Cyril Fourniol, Loic Themyr, Nicolas Thome, Yvonne Keeza, Beniot Sauer, Pierre-Thierry Piechaud, Arnaud Mejean, Jacques Marescaux, Daniel George, Didier Mutter, Alexandre Hostettler, Toby Collins

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

Comments Alexandre Hostettler, and Toby Collins share last authorship

SMRD: SURE-based Robust MRI Reconstruction with Diffusion Models

Batu Ozturkler, Chao Liu, Benjamin Eckart, Morteza Mardani, Jiaming Song, Jan Kautz

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

Comments MICCAI 2023

Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation

Haonan Wang, Xiaomeng Li

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

Comments Accepted at NeurIPS 2023

Medical Image Segmentation via Sparse Coding Decoder

Long Zeng, Kaigui Wu

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

Comments 8 pages, 1 figures

FusionU-Net: U-Net with Enhanced Skip Connection for Pathology Image Segmentation

Zongyi Li, Hongbing Lyu, Jun Wang

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

Comments 9 pages, 4 figures and 4 tables

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