医学 AI

A Literature Review on Fetus Brain Motion Correction in MRI

Haoran Zhang, Yun Wang

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

Comments 8 pages, 2 figures

Scatter Correction in X-ray CT by Physics-Inspired Deep Learning

Berk Iskender, Yoram Bresler

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

DeepGI: An Automated Approach for Gastrointestinal Tract Segmentation in MRI Scans

Ye Zhang, Yulu Gong, Dongji Cui, Xinrui Li, Xinyu Shen

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

ParaTransCNN: Parallelized TransCNN Encoder for Medical Image Segmentation

Hongkun Sun, Jing Xu, Yuping Duan

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

Inter-vendor harmonization of Computed Tomography (CT) reconstruction kernels using unpaired image translation

Aravind R. Krishnan, Kaiwen Xu, Thomas Li, Chenyu Gao, Lucas W. Remedios, Praitayini Kanakaraj, Ho Hin Lee, Shunxing Bao, Kim L. Sandler, Fabien Maldonado, Ivana Isgum, Bennett A. Landman

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

Comments 10 pages, 6 figures, 1 table, Submitted to SPIE Medical Imaging : Image Processing. San Diego, CA. February 2024

Deep Unfolding Convolutional Dictionary Model for Multi-Contrast MRI Super-resolution and Reconstruction

Pengcheng Lei, Faming Fang, Guixu Zhang, Ming Xu

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

Two-View Topogram-Based Anatomy-Guided CT Reconstruction for Prospective Risk Minimization

Chang Liu, Laura Klein, Yixing Huang, Edith Baader, Michael Lell, Marc Kachelrieß, Andreas Maier

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

Evaluation of QCNN-LSTM for Disability Forecasting in Multiple Sclerosis Using Sequential Multisequence MRI

John D. Mayfield, Issam El Naqa

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

FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image Segmentation against Heterogeneous Annotation Noise

Nannan Wu, Zhaobin Sun, Zengqiang Yan, Li Yu

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

Comments Accepted at AAAI'24

To deform or not: treatment-aware longitudinal registration for breast DCE-MRI during neoadjuvant chemotherapy via unsupervised keypoints detection

Luyi Han, Tao Tan, Tianyu Zhang, Yuan Gao, Xin Wang, Valentina Longo, Sofía Ventura-Díaz, Anna D'Angelo, Jonas Teuwen, Ritse Mann

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

Beyond Traditional Approaches: Multi-Task Network for Breast Ultrasound Diagnosis

Dat T. Chung, Minh-Anh Dang, Mai-Anh Vu, Minh T. Nguyen, Thanh-Huy Nguyen, Vinh Q. Dinh

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

Comments 7 pages, 3 figures

CAMP-Net: Consistency-Aware Multi-Prior Network for Accelerated MRI Reconstruction

Liping Zhang, Xiaobo Li, Weitian Chen

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

Local Gamma Augmentation for Ischemic Stroke Lesion Segmentation on MRI

Jon Middleton, Marko Bauer, Kaining Sheng, Jacob Johansen, Mathias Perslev, Silvia Ingala, Mads Nielsen, Akshay Pai

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

Comments Camera-ready version for Northern Lights Deep Learning Conference 2024, 7 pages, 2 figures

Segmentation of Mediastinal Lymph Nodes in CT with Anatomical Priors

Tejas Sudharshan Mathai, Bohan Liu, Ronald M. Summers

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

Comments Submitted to CARS 2024

Implicit Neural Networks with Fourier-Feature Inputs for Free-breathing Cardiac MRI Reconstruction

Johannes F. Kunz, Stefan Ruschke, Reinhard Heckel

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

LIT-Former: Linking In-plane and Through-plane Transformers for Simultaneous CT Image Denoising and Deblurring

Zhihao Chen, Chuang Niu, Qi Gao, Ge Wang, Hongming Shan

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

Comments 15 pages, 12 figures

Journal ref IEEE Transactions on Medical Imaging, 2024

Quad-Net: Quad-domain Network for CT Metal Artifact Reduction

Zilong Li, Qi Gao, Yaping Wu, Chuang Niu, Junping Zhang, Meiyun Wang, Ge Wang, Hongming Shan

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

Journal ref IEEE Transactions on Medical Imaging, 2024

Segment Anything Model for Medical Image Segmentation: Current Applications and Future Directions

Yichi Zhang, Zhenrong Shen, Rushi Jiao

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

MultiTalent: A Multi-Dataset Approach to Medical Image Segmentation

Constantin Ulrich, Fabian Isensee, Tassilo Wald, Maximilian Zenk, Michael Baumgartner, Klaus H. Maier-Hein

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

Comments Accepted for Miccai 2023 and selected for an oral

Prompt-driven Latent Domain Generalization for Medical Image Classification

Siyuan Yan, Chi Liu, Zhen Yu, Lie Ju, Dwarikanath Mahapatra, Brigid Betz-Stablein, Victoria Mar, Monika Janda, Peter Soyer, Zongyuan Ge

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

Comments 10 pages

CycleGAN Models for MRI Image Translation

Cassandra Czobit, Reza Samavi

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

Comments Accepted and presented in ACML PRHA 2023 workshop

LESEN: Label-Efficient deep learning for Multi-parametric MRI-based Visual Pathway Segmentation

Alou Diakite, Cheng Li, Lei Xie, Yuanjing Feng, Hua Han, Shanshan Wang

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

Deep Radon Prior: A Fully Unsupervised Framework for Sparse-View CT Reconstruction

Shuo Xu, Yucheng Zhang, Gang Chen, Xincheng Xiang, Peng Cong, Yuewen Sun

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

Comments 11 pages, 12 figures, Journal paper

Quantifying intra-tumoral genetic heterogeneity of glioblastoma toward precision medicine using MRI and a data-inclusive machine learning algorithm

Lujia Wang, Hairong Wang, Fulvio D'Angelo, Lee Curtin, Christopher P. Sereduk, Gustavo De Leon, Kyle W. Singleton, Javier Urcuyo, Andrea Hawkins-Daarud, Pamela R. Jackson, Chandan Krishna, Richard S. Zimmerman, Devi P. Patra, Bernard R. Bendok, Kris A. Smith, Peter Nakaji, Kliment Donev, Leslie C. Baxter, Maciej M. Mrugała, Michele Ceccarelli, Antonio Iavarone, Kristin R. Swanson, Nhan L. Tran, Leland S. Hu, Jing Li

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

Comments 36 pages, 8 figures, 3 tables

MedSegDiff-V2: Diffusion based Medical Image Segmentation with Transformer

Junde Wu, Wei Ji, Huazhu Fu, Min Xu, Yueming Jin, Yanwu Xu

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

Comments Code will be released at https://github.com/KidsWithTokens/MedSegDiff

Noninvasive Estimation of Mean Pulmonary Artery Pressure Using MRI, Computer Models, and Machine Learning

Michal K. Grzeszczyk, Tadeusz Satlawa, Angela Lungu, Andrew Swift, Andrew Narracott, Rod Hose, Tomasz Trzcinski, Arkadiusz Sitek

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

Comments Accepted for ICCS 2022

Review of AlexNet for Medical Image Classification

Wenhao Tang, Junding Sun, Shuihua Wang, Yudong Zhang

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

Journal ref EAI Endorsed Transactions on e-Learning, 2023, 9

When SAM Meets Medical Images: An Investigation of Segment Anything Model (SAM) on Multi-phase Liver Tumor Segmentation

Chuanfei Hu, Tianyi Xia, Shenghong Ju, Xinde Li

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

Comments Preliminary investigation

Surf-CDM: Score-Based Surface Cold-Diffusion Model For Medical Image Segmentation

Fahim Ahmed Zaman, Mathews Jacob, Amanda Chang, Kan Liu, Milan Sonka, Xiaodong Wu

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

Comments 5 pages, 5 figures, conference

TEC-Net: Vision Transformer Embrace Convolutional Neural Networks for Medical Image Segmentation

Rui Sun, Tao Lei, Weichuan Zhang, Yong Wan, Yong Xia, Asoke K. Nandi

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:2306.03373