医学 AI

Vestibular schwannoma growth prediction from longitudinal MRI by time conditioned neural fields

Yunjie Chen, Jelmer M. Wolterink, Olaf M. Neve, Stephan R. Romeijn, Berit M. Verbist, Erik F. Hensen, Qian Tao, Marius Staring

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

Learnable Weight Initialization for Volumetric Medical Image Segmentation

Shahina Kunhimon, Abdelrahman Shaker, Muzammal Naseer, Salman Khan, Fahad Shahbaz Khan

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

Comments Accepted at Elsevier AI in Medicine Journal

FetalDiffusion: Pose-Controllable 3D Fetal MRI Synthesis with Conditional Diffusion Model

Molin Zhang, Polina Golland, Patricia Ellen Grant, Elfar Adalsteinsson

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

Comments 8 pages, 3 figures, 2 tables, submitted to MICCAI 2024, code available if accepted

U-Net v2: Rethinking the Skip Connections of U-Net for Medical Image Segmentation

Yaopeng Peng, Milan Sonka, Danny Z. Chen

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

Systematic comparison of semi-supervised and self-supervised learning for medical image classification

Zhe Huang, Ruijie Jiang, Shuchin Aeron, Michael C. Hughes

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

Comments CVPR 2024

A multi-stage semi-supervised learning for ankle fracture classification on CT images

Hongzhi Liu, Guicheng Li, Jiacheng Nie, Hui Tang, Chunfeng Yang, Qianjin Feng, Hailin Xu, Yang Chen

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

QN-Mixer: A Quasi-Newton MLP-Mixer Model for Sparse-View CT Reconstruction

Ishak Ayad, Nicolas Larue, Maï K. Nguyen

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

Comments Accepted at CVPR 2024. Project page: https://towzeur.github.io/QN-Mixer/

Pseudo-MRI-Guided PET Image Reconstruction Method Based on a Diffusion Probabilistic Model

Weijie Gan, Huidong Xie, Carl von Gall, Günther Platsch, Michael T. Jurkiewicz, Andrea Andrade, Udunna C. Anazodo, Ulugbek S. Kamilov, Hongyu An, Jorge Cabello

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

COVID Detection in Chest CTs: Improving the Baseline on COV19-CT-DB

Radu Miron, Cosmin Moisii, Sergiu Dinu, Mihaela Breaban

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

Journal ref This is a draft version for "Evaluating Volumetric and Slice-Based Approaches for COVID-19 Detection in Chest CTs" - Proceedings of the IEEE/CVF International Conference on Computer Vision. 2021

3D-EffiViTCaps: 3D Efficient Vision Transformer with Capsule for Medical Image Segmentation

Dongwei Gan, Ming Chang, Juan Chen

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

Comments 15 pages, 4 figures, submitted to ICPR2024

Opportunities and challenges in the application of large artificial intelligence models in radiology

Liangrui Pan, Zhenyu Zhao, Ying Lu, Kewei Tang, Liyong Fu, Qingchun Liang, Shaoliang Peng

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

Anytime, Anywhere, Anyone: Investigating the Feasibility of Segment Anything Model for Crowd-Sourcing Medical Image Annotations

Pranav Kulkarni, Adway Kanhere, Dharmam Savani, Andrew Chan, Devina Chatterjee, Paul H. Yi, Vishwa S. Parekh

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

Safeguarding Medical Image Segmentation Datasets against Unauthorized Training via Contour- and Texture-Aware Perturbations

Xun Lin, Yi Yu, Song Xia, Jue Jiang, Haoran Wang, Zitong Yu, Yizhong Liu, Ying Fu, Shuai Wang, Wenzhong Tang, Alex Kot

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

PrPSeg: Universal Proposition Learning for Panoramic Renal Pathology Segmentation

Ruining Deng, Quan Liu, Can Cui, Tianyuan Yao, Jialin Yue, Juming Xiong, Lining Yu, Yifei Wu, Mengmeng Yin, Yu Wang, Shilin Zhao, Yucheng Tang, Haichun Yang, Yuankai Huo

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

Comments IEEE / CVF Computer Vision and Pattern Recognition Conference 2024

COVID-CT-H-UNet: a novel COVID-19 CT segmentation network based on attention mechanism and Bi-category Hybrid loss

Anay Panja, Somenath Kuiry, Alaka Das, Mita Nasipuri, Nibaran Das

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

Comments Accepted at CICBA 2024 : 6th International Conference on Computational Intelligence in Communications, and Business Analytics

Progressive Divide-and-Conquer via Subsampling Decomposition for Accelerated MRI

Chong Wang, Lanqing Guo, Yufei Wang, Hao Cheng, Yi Yu, Bihan Wen

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

Comments Accepted to CVPR 2024

Analyzing Data Augmentation for Medical Images: A Case Study in Ultrasound Images

Adam Tupper, Christian Gagné

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

Comments For associated code, see https://github.com/adamtupper/medical-image-augmentation

A Dual-domain Regularization Method for Ring Artifact Removal of X-ray CT

Hongyang Zhu, Xin Lu, Yanwei Qin, Xinran Yu, Tianjiao Sun, Yunsong Zhao

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

Application of attention-based Siamese composite neural network in medical image recognition

Zihao Huang, Yue Wang, Weixing Xin, Xingtong Lin, Huizhen Li, Haowen Chen, Yizhen Lao, Xia Chen

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

Mitigating Data Consistency Induced Discrepancy in Cascaded Diffusion Models for Sparse-view CT Reconstruction

Hanyu Chen, Zhixiu Hao, Lin Guo, Liying Xiao

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

VM-UNET-V2 Rethinking Vision Mamba UNet for Medical Image Segmentation

Mingya Zhang, Yue Yu, Limei Gu, Tingsheng Lin, Xianping Tao

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

Comments 12 pages, 4 figures

Spatiotemporal Diffusion Model with Paired Sampling for Accelerated Cardiac Cine MRI

Shihan Qiu, Shaoyan Pan, Yikang Liu, Lin Zhao, Jian Xu, Qi Liu, Terrence Chen, Eric Z. Chen, Xiao Chen, Shanhui Sun

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

Clinically Feasible Diffusion Reconstruction for Highly-Accelerated Cardiac Cine MRI

Shihan Qiu, Shaoyan Pan, Yikang Liu, Lin Zhao, Jian Xu, Qi Liu, Terrence Chen, Eric Z. Chen, Xiao Chen, Shanhui Sun

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

When Eye-Tracking Meets Machine Learning: A Systematic Review on Applications in Medical Image Analysis

Sahar Moradizeyveh, Mehnaz Tabassum, Sidong Liu, Robert Ahadizad Newport, Amin Beheshti, Antonio Di Ieva

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

LightM-UNet: Mamba Assists in Lightweight UNet for Medical Image Segmentation

Weibin Liao, Yinghao Zhu, Xinyuan Wang, Chengwei Pan, Yasha Wang, Liantao Ma

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

Low-dose CT Denoising with Language-engaged Dual-space Alignment

Zhihao Chen, Tao Chen, Chenhui Wang, Chuang Niu, Ge Wang, Hongming Shan

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

Comments 11 pages, 6 figures

DINOv2 based Self Supervised Learning For Few Shot Medical Image Segmentation

Lev Ayzenberg, Raja Giryes, Hayit Greenspan

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

SAM3D: Segment Anything Model in Volumetric Medical Images

Nhat-Tan Bui, Dinh-Hieu Hoang, Minh-Triet Tran, Gianfranco Doretto, Donald Adjeroh, Brijesh Patel, Arabinda Choudhary, Ngan Le

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

Comments Accepted at ISBI 2024

CDSE-UNet: Enhancing COVID-19 CT Image Segmentation with Canny Edge Detection and Dual-Path SENet Feature Fusion

Jiao Ding, Jie Chang, Renrui Han, Li Yang

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

NeRF Solves Undersampled MRI Reconstruction

Tae Jun Jang, Chang Min Hyun

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