医学 AI - arXivDaily 专题

2306.11345 2023-06-21 cs.CV cs.CL 83%

KiUT: Knowledge-injected U-Transformer for Radiology Report Generation

Zhongzhen Huang, Xiaofan Zhang, Shaoting Zhang

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

2306.10448 2023-06-21 cs.CV cs.CL 83%

Generation of Radiology Findings in Chest X-Ray by Leveraging Collaborative Knowledge

Manuela Daniela Danu, George Marica, Sanjeev Kumar Karn, Bogdan Georgescu, Awais Mansoor, Florin Ghesu, Lucian Mihai Itu, Constantin Suciu, Sasa Grbic, Oladimeji Farri, Dorin Comaniciu

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

Comments Information Technology and Quantitative Management (ITQM 2023)

Journal ref Information Technology and Quantitative Management (ITQM 2023

2302.14042 2023-06-16 cs.CV 83%

Knowledge-enhanced Visual-Language Pre-training on Chest Radiology Images

Xiaoman Zhang, Chaoyi Wu, Ya Zhang, Yanfeng Wang, Weidi Xie

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

2306.07306 2023-06-14 cs.CV cs.AI 83%

Active Globally Explainable Learning for Medical Images via Class Association Embedding and Cyclic Adversarial Generation

Ruitao Xie, Jingbang Chen, Limai Jiang, Rui Xiao, Yi Pan, Yunpeng Cai

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

2306.05310 2023-06-09 cs.LG 83%

A framework for dynamically training and adapting deep reinforcement learning models to different, low-compute, and continuously changing radiology deployment environments

Guangyao Zheng, Shuhao Lai, Vladimir Braverman, Michael A. Jacobs, Vishwa S. Parekh

专题命中医学影像：radiology(title)；medical image(abstract)；MRI(abstract)；分类 cs.LG

2306.05107 2023-06-09 cs.CV 83%

Unsupervised augmentation optimization for few-shot medical image segmentation

Quan Quan, Shang Zhao, Qingsong Yao, Heqin Zhu, S. Kevin Zhou

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

2305.16216 2023-05-26 cs.CV 83%

Cross-supervised Dual Classifiers for Semi-supervised Medical Image Segmentation

Zhenxi Zhang, Ran Ran, Chunna Tian, Heng Zhou, Fan Yang, Xin Li, Zhicheng Jiao

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

Comments 13 pages, 4 figures, 5 tables. Code will come soon

2305.15826 2023-05-26 physics.med-ph eess.IV 83%

Prototype of a Cardiac MRI Simulator for the Training of Supervised Neural Networks

Marta Varela, Anil A Bharath

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

Comments Accepted for publication in Lecture Notes for Computer Science 2023

2305.05871 2023-05-11 cs.CV 83%

Medical supervised masked autoencoders: Crafting a better masking strategy and efficient fine-tuning schedule for medical image classification

Jiawei Mao, Shujian Guo, Yuanqi Chang, Xuesong Yin, Binling Nie

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

2305.05598 2023-05-10 cs.CV 83%

Region-based Contrastive Pretraining for Medical Image Retrieval with Anatomic Query

Ho Hin Lee, Alberto Santamaria-Pang, Jameson Merkow, Ozan Oktay, Fernando Pérez-García, Javier Alvarez-Valle, Ivan Tarapov

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

2211.01886 2023-04-28 cs.CV 83%

Analysing the effectiveness of a generative model for semi-supervised medical image segmentation

Margherita Rosnati, Fabio De Sousa Ribeiro, Miguel Monteiro, Daniel Coelho de Castro, Ben Glocker

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

Comments Accepted at ML4H 2022

2303.08728 2023-03-23 eess.IV 83%

UniCT DMI Solution for 3rd COV19D Competition on COVID-19 Detection through attention-based CNN for CT Scan

Alessia Rondinella, Francesco Guarnera, Oliver Giudice, Alessandro Ortis, Francesco Rundo, Sebastiano Battiato

专题命中医学影像：CT(title)；medical image(abstract)；diagnosis(abstract)；分类 eess.IV

2303.04873 2023-03-10 cs.CV cs.AI cs.NE 83%

MOREA: a GPU-accelerated Evolutionary Algorithm for Multi-Objective Deformable Registration of 3D Medical Images

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

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

2103.12995 2023-03-07 physics.med-ph cs.CV 83%

MANAS: Multi-Scale and Multi-Level Neural Architecture Search for Low-Dose CT Denoising

Zexin Lu, Wenjun Xia, Yongqiang Huang, Hongming Shan, Hu Chen, Jiliu Zhou, Yi Zhang

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

Journal ref IEEE Transactions on Medical Imaging, 42(3), 850-863, 2023

2210.15075 2023-03-03 cs.CV 83%

IDEAL: Improved DEnse locAL Contrastive Learning for Semi-Supervised Medical Image Segmentation

Hritam Basak, Soumitri Chattopadhyay, Rohit Kundu, Sayan Nag, Rammohan Mallipeddi

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

Comments Paper accepted for publication at IEEE ICASSP 2023

2012.12102 2023-03-01 cs.CV stat.AP stat.ME 83%

Using Persistent Homology Topological Features to Characterize Medical Images: Case Studies on Lung and Brain Cancers

Chul Moon, Qiwei Li, Guanghua Xiao

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

2302.08016 2023-02-17 eess.IV 83%

Unsupervised Domain Adaptation for MRI Volume Segmentation and Classification Using Image-to-Image Translation

Satoshi Kondo, Satoshi Kasai

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

2302.04135 2023-02-09 cs.CV cs.AI 83%

Multi-Modal Evaluation Approach for Medical Image Segmentation

Seyed M. R. Modaresi, Aomar Osmani, Mohammadreza Razzazi, Abdelghani Chibani

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

2211.00611 2023-01-18 cs.CV 83%

MedSegDiff: Medical Image Segmentation with Diffusion Probabilistic Model

Junde Wu, Rao Fu, Huihui Fang, Yu Zhang, Yehui Yang, Haoyi Xiong, Huiying Liu, Yanwu Xu

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

Comments Code is released at: https://github.com/WuJunde/MedSegDiff

2205.13199 2023-01-11 cs.CV 83%

Decoupled Pyramid Correlation Network for Liver Tumor Segmentation from CT images

Yao Zhang, Jiawei Yang, Yang Liu, Jiang Tian, Siyun Wang, Cheng Zhong, Zhongchao Shi, Yang Zhang, Zhiqiang He

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

Comments 29 pages, 7 figures, 5 tables

2301.01437 2023-01-05 eess.IV cs.DC 83%

Noise Reduction in Medical Images

Sussana M. Florez-Aroni, Mijail A. Hancco-Condori, Fred Torres-Cruz

专题命中医学影像：medical image(title,abstract)；diagnosis(abstract)；分类 eess.IV

2212.08127 2022-12-19 eess.IV 83%

Prediction of Model Generalizability for Unseen Data: Methodology and Case Study in Brain Metastases Detection in T1-Weighted Contrast-Enhanced 3D MRI

Engin Dikici, Xuan Nguyen, Noah Takacs, Luciano M. Prevedello

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

2212.02675 2022-12-07 cs.CV 83%

Attend Who is Weak: Pruning-assisted Medical Image Localization under Sophisticated and Implicit Imbalances

Ajay Jaiswal, Tianlong Chen, Justin F. Rousseau, Yifan Peng, Ying Ding, Zhangyang Wang

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

Comments Accepted in WACV 2023

2211.15924 2022-11-30 cs.CV 83%

Weakly Supervised Learning Significantly Reduces the Number of Labels Required for Intracranial Hemorrhage Detection on Head CT

Jacopo Teneggi, Paul H. Yi, Jeremias Sulam

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

2211.14500 2022-11-29 cs.NE cs.AI cs.LG 83%

Deep neuroevolution to predict primary brain tumor grade from functional MRI adjacency matrices

Joseph Stember, Mehrnaz Jenabi, Luca Pasquini, Kyung Peck, Andrei Holodny, Hrithwik Shalu

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

2211.12081 2022-11-23 cs.CV 83%

CDDSA: Contrastive Domain Disentanglement and Style Augmentation for Generalizable Medical Image Segmentation

Ran Gu, Guotai Wang, Jiangshan Lu, Jingyang Zhang, Wenhui Lei, Yinan Chen, Wenjun Liao, Shichuan Zhang, Kang Li, Dimitris N. Metaxas, Shaoting Zhang

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

Comments 14 pages, 8 figures

2211.11380 2022-11-22 cs.CV cs.AI 83%

Self adaptive global-local feature enhancement for radiology report generation

Yuhao Wang, Kai Wang, Xiaohong Liu, Tianrun Gao, Jingyue Zhang, Guangyu Wang

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

2211.08643 2022-11-17 cs.CV 83%

Keep Your Friends Close & Enemies Farther: Debiasing Contrastive Learning with Spatial Priors in 3D Radiology Images

Yejia Zhang, Nishchal Sapkota, Pengfei Gu, Yaopeng Peng, Hao Zheng, Danny Z. Chen

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

Comments Accepted to 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM'22)

2211.08557 2022-11-17 cs.CV 83%

Unsupervised Feature Clustering Improves Contrastive Representation Learning for Medical Image Segmentation

Yejia Zhang, Xinrong Hu, Nishchal Sapkota, Yiyu Shi, Danny Z. Chen

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

Comments Accepted to 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM'22) proceedings

2204.02490 2022-10-20 physics.med-ph eess.SP 83%

Motion Correction via Locally Linear Embedding for Helical Photon-counting CT

Mengzhou Li, Chiara Lowe, Anthony Butler, Phil Butler, Ge Wang

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

1. 医学影像 22719 篇

KiUT: Knowledge-injected U-Transformer for Radiology Report Generation

Generation of Radiology Findings in Chest X-Ray by Leveraging Collaborative Knowledge

Knowledge-enhanced Visual-Language Pre-training on Chest Radiology Images

Active Globally Explainable Learning for Medical Images via Class Association Embedding and Cyclic Adversarial Generation

A framework for dynamically training and adapting deep reinforcement learning models to different, low-compute, and continuously changing radiology deployment environments

Unsupervised augmentation optimization for few-shot medical image segmentation

Cross-supervised Dual Classifiers for Semi-supervised Medical Image Segmentation

Prototype of a Cardiac MRI Simulator for the Training of Supervised Neural Networks

Medical supervised masked autoencoders: Crafting a better masking strategy and efficient fine-tuning schedule for medical image classification

Region-based Contrastive Pretraining for Medical Image Retrieval with Anatomic Query

Analysing the effectiveness of a generative model for semi-supervised medical image segmentation

UniCT DMI Solution for 3rd COV19D Competition on COVID-19 Detection through attention-based CNN for CT Scan

MOREA: a GPU-accelerated Evolutionary Algorithm for Multi-Objective Deformable Registration of 3D Medical Images

MANAS: Multi-Scale and Multi-Level Neural Architecture Search for Low-Dose CT Denoising

IDEAL: Improved DEnse locAL Contrastive Learning for Semi-Supervised Medical Image Segmentation

Using Persistent Homology Topological Features to Characterize Medical Images: Case Studies on Lung and Brain Cancers

Unsupervised Domain Adaptation for MRI Volume Segmentation and Classification Using Image-to-Image Translation

Multi-Modal Evaluation Approach for Medical Image Segmentation

MedSegDiff: Medical Image Segmentation with Diffusion Probabilistic Model

Decoupled Pyramid Correlation Network for Liver Tumor Segmentation from CT images

Noise Reduction in Medical Images

Prediction of Model Generalizability for Unseen Data: Methodology and Case Study in Brain Metastases Detection in T1-Weighted Contrast-Enhanced 3D MRI

Attend Who is Weak: Pruning-assisted Medical Image Localization under Sophisticated and Implicit Imbalances

Weakly Supervised Learning Significantly Reduces the Number of Labels Required for Intracranial Hemorrhage Detection on Head CT

Deep neuroevolution to predict primary brain tumor grade from functional MRI adjacency matrices

CDDSA: Contrastive Domain Disentanglement and Style Augmentation for Generalizable Medical Image Segmentation

Self adaptive global-local feature enhancement for radiology report generation

Keep Your Friends Close & Enemies Farther: Debiasing Contrastive Learning with Spatial Priors in 3D Radiology Images

Unsupervised Feature Clustering Improves Contrastive Representation Learning for Medical Image Segmentation

Motion Correction via Locally Linear Embedding for Helical Photon-counting CT