医学 AI

Streaming Lossless Volumetric Compression of Medical Images Using Gated Recurrent Convolutional Neural Network

Qianhao Chen, Jietao Chen

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

Comments 18 pages, 8 figures

CSAM: A 2.5D Cross-Slice Attention Module for Anisotropic Volumetric Medical Image Segmentation

Alex Ling Yu Hung, Haoxin Zheng, Kai Zhao, Xiaoxi Du, Kaifeng Pang, Qi Miao, Steven S. Raman, Demetri Terzopoulos, Kyunghyun Sung

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

Efficient Folded Attention for 3D Medical Image Reconstruction and Segmentation

Hang Zhang, Jinwei Zhang, Rongguang Wang, Qihao Zhang, Pascal Spincemaille, Thanh D. Nguyen, Yi Wang

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

Comments 9 pages, 7 figures

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence, Vol. 35, No. 12, pp. 10868-10876, AAAI-21 Technical Tracks 12, 2021

XTransCT: Ultra-Fast Volumetric CT Reconstruction using Two Orthogonal X-Ray Projections for Image-guided Radiation Therapy via a Transformer Network

Chulong Zhang, Lin Liu, Jingjing Dai, Xuan Liu, Wenfeng He, Yinping Chan, Yaoqin Xie, Feng Chi, Xiaokun Liang

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

Automated Measurement of Pericoronary Adipose Tissue Attenuation and Volume in CT Angiography

Andrew M. Nguyen, Tejas Sudharshan Mathai, Liangchen Liu, Jianfei Liu, Ronald M. Summers

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

Comments 5 pages, 4 figures, IEE ISBI2024 conference

On the Out of Distribution Robustness of Foundation Models in Medical Image Segmentation

Duy Minh Ho Nguyen, Tan Ngoc Pham, Nghiem Tuong Diep, Nghi Quoc Phan, Quang Pham, Vinh Tong, Binh T. Nguyen, Ngan Hoang Le, Nhat Ho, Pengtao Xie, Daniel Sonntag, Mathias Niepert

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

Comments Advances in Neural Information Processing Systems (NeurIPS) 2023, Workshop on robustness of zero/few-shot learning in foundation models

Two-Stage Hybrid Supervision Framework for Fast, Low-resource, and Accurate Organ and Pan-cancer Segmentation in Abdomen CT

Wentao Liu, Tong Tian, Weijin Xu, Lemeng Wang, Haoyuan Li, Huihua Yang

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

Promise:Prompt-driven 3D Medical Image Segmentation Using Pretrained Image Foundation Models

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、eess.IV

Comments updated acknowledgments and fixed typos

Encoding Enhanced Complex CNN for Accurate and Highly Accelerated MRI

Zimeng Li, Sa Xiao, Cheng Wang, Haidong Li, Xiuchao Zhao, Caohui Duan, Qian Zhou, Qiuchen Rao, Yuan Fang, Junshuai Xie, Lei Shi, Fumin Guo, Chaohui Ye, Xin Zhou

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

Segmentation of Planning Target Volume in CT Series for Total Marrow Irradiation Using U-Net

Ricardo Coimbra Brioso, Damiano Dei, Ciro Franzese, Nicola Lambri, Daniele Loiacono, Pietro Mancosu, Marta Scorsetti

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

Automatic Diagnosis of Carotid Atherosclerosis Using a Portable Freehand 3D Ultrasound Imaging System

Jiawen Li, Yunqian Huang, Sheng Song, Hongbo Chen, Junni Shi, Duo Xu, Haibin Zhang, Man Chen, Rui Zheng

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

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