医学 AI

METransformer: Radiology Report Generation by Transformer with Multiple Learnable Expert Tokens

Zhanyu Wang, Lingqiao Liu, Lei Wang, Luping Zhou

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

Comments Accepted by CVPR2023

Denoising method for dynamic contrast-enhanced CT perfusion studies using three-dimensional deep image prior as a simultaneous spatial and temporal regularizer

Kenya Murase

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

DrDisco: Deep Registration for Distortion Correction of Diffusion MRI with single phase-encoding

Zhangxing Bian, Muhan Shao, Aaron Carass, Jerry L. Prince

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

Comments To appear in Medical Imaging: Image Processing 2023

Multi-scale Hierarchical Vision Transformer with Cascaded Attention Decoding for Medical Image Segmentation

Md Mostafijur Rahman, Radu Marculescu

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

Comments 19 pages, 4 figures, MIDL 2023

Improving Object Detection in Medical Image Analysis through Multiple Expert Annotators: An Empirical Investigation

Hieu H. Pham, Khiem H. Le, Tuan V. Tran, Ha Q. Nguyen

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

Comments This is a short version submitted to the Midwest Machine Learning Symposium (MMLS 2023), Chicago, IL, USA

Medical Image Analysis using Deep Relational Learning

Zhihua Liu

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

Comments arXiv admin note: substantial text overlap with arXiv:2007.07788

Optimizing the Procedure of CT Segmentation Labeling

Yaroslav Zharov, Tilo Baumbach, Vincent Heuveline

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

Comments Under review

Orthogonal Annotation Benefits Barely-supervised Medical Image Segmentation

Heng Cai, Shumeng Li, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao

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

Comments Accepted to CVPR 2023

Disease-oriented image embedding with pseudo-scanner standardization for content-based image retrieval on 3D brain MRI

Hayato Arai, Yuto Onga, Kumpei Ikuta, Yusuke Chayama, Hitoshi Iyatomi, Kenichi Oishi

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

Comments 13 pages, 7 figures

LIMITR: Leveraging Local Information for Medical Image-Text Representation

Gefen Dawidowicz, Elad Hirsch, Ayellet Tal

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

MedViT: A Robust Vision Transformer for Generalized Medical Image Classification

Omid Nejati Manzari, Hamid Ahmadabadi, Hossein Kashiani, Shahriar B. Shokouhi, Ahmad Ayatollahi

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

Journal ref Computers in Biology and Medicine 2023

Distortion-Corrected Image Reconstruction with Deep Learning on an MRI-Linac

Shanshan Shan, Yang Gao, Paul Z. Y. Liu, Brendan Whelan, Hongfu Sun, Bin Dong, Feng Liu, David E. J. Waddington

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

Using constraint structure and an improved object detection network to detect the 12^{th} Vertebra from CT images with a limited field of view for image-guided radiotherapy

Yunhe Xie, Kongbin Kang, Gregory Sharp, David P. Gierga, Theodore S. Hong, Thomas Bortfeld

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

Comments 10 pages, 2 figures

3D Masked Autoencoders with Application to Anomaly Detection in Non-Contrast Enhanced Breast MRI

Daniel M. Lang, Eli Schwartz, Cosmin I. Bercea, Raja Giryes, Julia A. Schnabel

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

Multi-Objective Dual Simplex-Mesh Based Deformable Image Registration for 3D Medical Images -- Proof of Concept

Georgios Andreadis, Peter A. N. Bosman, Tanja Alderliesten

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

Comments To be published in the Proceedings of SPIE Medical Imaging 2022: Image Processing

Journal ref Proceedings Volume 12032, Medical Imaging 2022: Image Processing; 120322T (2022)

Sketch-based Medical Image Retrieval

Kazuma Kobayashi, Lin Gu, Ryuichiro Hataya, Takaaki Mizuno, Mototaka Miyake, Hirokazu Watanabe, Masamichi Takahashi, Yasuyuki Takamizawa, Yukihiro Yoshida, Satoshi Nakamura, Nobuji Kouno, Amina Bolatkan, Yusuke Kurose, Tatsuya Harada, Ryuji Hamamoto

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

Q-Net: Query-Informed Few-Shot Medical Image Segmentation

Qianqian Shen, Yanan Li, Jiyong Jin, Bin Liu

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

Comments Accpeted by Intelligent Systems Conference (IntelliSys) 2023

MultiCrossViT: Multimodal Vision Transformer for Schizophrenia Prediction using Structural MRI and Functional Network Connectivity Data

Yuda Bi, Anees Abrol, Zening Fu, Vince Calhoun

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

Comments I submitted the wrong paper

Cluster-Guided Semi-Supervised Domain Adaptation for Imbalanced Medical Image Classification

Shota Harada, Ryoma Bise, Kengo Araki, Akihiko Yoshizawa, Kazuhiro Terada, Mariyo Kurata, Naoki Nakajima, Hiroyuki Abe, Tetsuo Ushiku, Seiichi Uchida

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

Geometric Visual Similarity Learning in 3D Medical Image Self-supervised Pre-training

Yuting He, Guanyu Yang, Rongjun Ge, Yang Chen, Jean-Louis Coatrieux, Boyu Wang, Shuo Li

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

Comments Accepted by CVPR 2023

Journal ref IEEE/CVF Conference on Computer Vision and Pattern Recognition 2023

TFormer: A throughout fusion transformer for multi-modal skin lesion diagnosis

Yilan Zhang, Fengying Xie, Jianqi Chen

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

Comments 16 pages, 6 figures

MPS-AMS: Masked Patches Selection and Adaptive Masking Strategy Based Self-Supervised Medical Image Segmentation

Xiangtao Wang, Ruizhi Wang, Biao Tian, Jiaojiao Zhang, Shuo Zhang, Junyang Chen, Thomas Lukasiewicz, Zhenghua Xu

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

Comments 6 pages, 3 figures,Received by the ICASSP2023

Automated Lesion Segmentation in Whole-Body FDG-PET/CT with Multi-modality Deep Neural Networks

Satoshi Kondo, Satoshi Kasai

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

Comments arXiv admin note: text overlap with arXiv:2302.08016

Patch Network for medical image Segmentation

Weihu Song, Heng Yu, Jianhua Wu

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

Comments 11 pages, 6 pages

Closing the Generalization Gap of Cross-silo Federated Medical Image Segmentation

An Xu, Wenqi Li, Pengfei Guo, Dong Yang, Holger Roth, Ali Hatamizadeh, Can Zhao, Daguang Xu, Heng Huang, Ziyue Xu

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

Comments CVPR 2022

Characterization of surface motion patterns in highly deformable soft tissue organs from dynamic MRI: An application to assess 4D bladder motion

Karim Makki, Amine Bohi, Augustin . C Ogier, Marc Emmanuel Bellemare

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

Comments arXiv admin note: text overlap with arXiv:2003.08332

The configurable tree graph (CT-graph): measurable problems in partially observable and distal reward environments for lifelong reinforcement learning

Andrea Soltoggio, Eseoghene Ben-Iwhiwhu, Christos Peridis, Pawel Ladosz, Jeffery Dick, Praveen K. Pilly, Soheil Kolouri

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

Deep Learning based Direct Segmentation Assisted by Deformable Image Registration for Cone-Beam CT based Auto-Segmentation for Adaptive Radiotherapy

Xiao Liang, Howard Morgan, Ti Bai, Michael Dohopolski, Dan Nguyen, Steve Jiang

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

Interpretable Medical Image Visual Question Answering via Multi-Modal Relationship Graph Learning

Xinyue Hu, Lin Gu, Kazuma Kobayashi, Qiyuan An, Qingyu Chen, Zhiyong Lu, Chang Su, Tatsuya Harada, Yingying Zhu

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

Exploring Generalizable Distillation for Efficient Medical Image Segmentation

Xingqun Qi, Zhuojie Wu, Min Ren, Muyi Sun, Caifeng Shan, Zhenan Sun

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

Comments Under Review