医学 AI

CMISR: Circular Medical Image Super-Resolution

Honggui Li, Nahid Md Lokman Hossain, Maria Trocan, Dimitri Galayko, Mohamad Sawan

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

Prediction of recurrence free survival of head and neck cancer using PET/CT radiomics and clinical information

Mona Furukawa, Daniel R. McGowan, Bartłomiej W. Papież

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

Pay Attention to the Atlas: Atlas-Guided Test-Time Adaptation Method for Robust 3D Medical Image Segmentation

Jingjie Guo, Weitong Zhang, Matthew Sinclair, Daniel Rueckert, Chen Chen

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

Comments Accepted by MICCAI BTSD-1001AI workshop. (Oral presentation).https://btsdmiccai.github.io/

A Complex Quasi-Newton Proximal Method for Image Reconstruction in Compressed Sensing MRI

Tao Hong, Luis Hernandez-Garcia, Jeffrey A. Fessler

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

Comments 26 pages, 26 figures

Journal ref IEEE Transactions on Computational Imaging, 2024

Evaluating Adversarial Robustness of Low dose CT Recovery

Kanchana Vaishnavi Gandikota, Paramanand Chandramouli, Hannah Droege, Michael Moeller

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

Comments MIDL 2023

Fusion of Diffusion Weighted MRI and Clinical Data for Predicting Functional Outcome after Acute Ischemic Stroke with Deep Contrastive Learning

Chia-Ling Tsai, Hui-Yun Su, Shen-Feng Sung, Wei-Yang Lin, Ying-Ying Su, Tzu-Hsien Yang, Man-Lin Mai

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

Comments 12 pages, 5 figures, 5 tables

Quantifying white matter hyperintensity and brain volumes in heterogeneous clinical and low-field portable MRI

Pablo Laso, Stefano Cerri, Annabel Sorby-Adams, Jennifer Guo, Farrah Mateen, Philipp Goebl, Jiaming Wu, Peirong Liu, Hongwei Li, Sean I. Young, Benjamin Billot, Oula Puonti, Gordon Sze, Sam Payabavash, Adam DeHavenon, Kevin N. Sheth, Matthew S. Rosen, John Kirsch, Nicola Strisciuglio, Jelmer M. Wolterink, Arman Eshaghi, Frederik Barkhof, W. Taylor Kimberly, Juan Eugenio Iglesias

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

Weakly Supervised Detection of Pheochromocytomas and Paragangliomas in CT

David C. Oluigboa, Bikash Santra, Tejas Sudharshan Mathai, Pritam Mukherjee, Jianfei Liu, Abhishek Jha, Mayank Patel, Karel Pacak, Ronald M. Summers

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

Comments Accepted at SPIE 2024. arXiv admin note: text overlap with arXiv:2402.00175

Speech motion anomaly detection via cross-modal translation of 4D motion fields from tagged MRI

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

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

Comments SPIE Medical Imaging 2024: Image Processing

When CNN Meet with ViT: Towards Semi-Supervised Learning for Multi-Class Medical Image Semantic Segmentation

Ziyang Wang, Tianze Li, Jian-Qing Zheng, Baoru Huang

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

CT Material Decomposition using Spectral Diffusion Posterior Sampling

Xiao Jiang, Grace J. Gang, J. Webster Stayman

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

Comments 5 pages, 4 figures

ScribFormer: Transformer Makes CNN Work Better for Scribble-based Medical Image Segmentation

Zihan Li, Yuan Zheng, Dandan Shan, Shuzhou Yang, Qingde Li, Beizhan Wang, Yuanting Zhang, Qingqi Hong, Dinggang Shen

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

Comments Accepted by IEEE Transactions on Medical Imaging (TMI)

Weakly-Supervised Detection of Bone Lesions in CT

Tao Sheng, Tejas Sudharshan Mathai, Alexander Shieh, Ronald M. Summers

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

Comments Accepted at SPIE 2024

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