医学 AI - arXivDaily 专题

2309.08481 2023-09-18 cs.CV 83%

3D Arterial Segmentation via Single 2D Projections and Depth Supervision in Contrast-Enhanced CT Images

Alina F. Dima, Veronika A. Zimmer, Martin J. Menten, Hongwei Bran Li, Markus Graf, Tristan Lemke, Philipp Raffler, Robert Graf, Jan S. Kirschke, Rickmer Braren, Daniel Rueckert

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

2308.13649 2023-09-18 eess.IV 83%

Efficient Annotation for Medical Image Analysis: A One-Pass Selective Annotation Approach

Yuli Wang, Peiyu Duan, Zhangxing Bian, Anqi Feng, Yuan Xue

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

Comments We found that the idea and results of this paper were not mature enough to go public, after discussion with all co-authors, we decide to withdraw this paper

2302.00162 2023-09-06 cs.CV 83%

Continual Segment: Towards a Single, Unified and Accessible Continual Segmentation Model of 143 Whole-body Organs in CT Scans

Zhanghexuan Ji, Dazhou Guo, Puyang Wang, Ke Yan, Le Lu, Minfeng Xu, Jingren Zhou, Qifeng Wang, Jia Ge, Mingchen Gao, Xianghua Ye, Dakai Jin

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

2309.00451 2023-09-04 cs.CV 83%

Unsupervised bias discovery in medical image segmentation

Nicolás Gaggion, Rodrigo Echeveste, Lucas Mansilla, Diego H. Milone, Enzo Ferrante

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

Comments Accepted for publication at FAIMI 2023 (Fairness of AI in Medical Imaging) at MICCAI

2308.16269 2023-09-01 cs.CV 83%

Can Prompt Learning Benefit Radiology Report Generation?

Jun Wang, Lixing Zhu, Abhir Bhalerao, Yulan He

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

Comments 8 pages with 6 pages supplementary file

2308.13553 2023-08-29 eess.IV 83%

Synthesizing 3D computed tomography from MRI or CBCT using 2.5D deep neural networks

Satoshi Kondo, Satoshi Kasai, Kousuke Hirasawa

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

2109.05742 2023-08-25 cs.CV 83%

HCDG: A Hierarchical Consistency Framework for Domain Generalization on Medical Image Segmentation

Yijun Yang, Shujun Wang, Lei Zhu, Lequan Yu

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

Comments this paper is currently not published

2207.10384 2023-08-09 cs.LG 83%

Detecting Shortcut Learning for Fair Medical AI using Shortcut Testing

Alexander Brown, Nenad Tomasev, Jan Freyberg, Yuan Liu, Alan Karthikesalingam, Jessica Schrouff

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

2208.00953 2023-08-08 cs.LG 83%

Visual Interpretable and Explainable Deep Learning Models for Brain Tumor MRI and COVID-19 Chest X-ray Images

Yusuf Brima, Marcellin Atemkeng

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

2305.18948 2023-08-03 cs.CV 83%

Prompt-Based Tuning of Transformer Models for Multi-Center Medical Image Segmentation of Head and Neck Cancer

Numan Saeed, Muhammad Ridzuan, Roba Al Majzoub, Mohammad Yaqub

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

2303.10049 2023-08-03 cs.CV 83%

Uncertainty-informed Mutual Learning for Joint Medical Image Classification and Segmentation

Kai Ren, Ke Zou, Xianjie Liu, Yidi Chen, Xuedong Yuan, Xiaojing Shen, Meng Wang, Huazhu Fu

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

Comments 13 pages

2108.03575 2023-07-28 eess.IV physics.med-ph 83%

Reproducibility and Evolution of Diffusion MRI Measurements within the Cervical Spinal Cord in Multiple Sclerosis

Haykel Snoussi, Emmanuel Caruyer, Benoit Combes, Olivier Commowick, Elise Bannier, Anne Kerbrat, Julien Cohen-Adad, Christian Barillot

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

Comments Submitted to MICCAI 2018 (Weak Accept and 2 Weak reject)

2307.12630 2023-07-25 cs.CV 83%

Semi-Supervised Medical Image Segmentation with Co-Distribution Alignment

Tao Wang, Zhongzheng Huang, Jiawei Wu, Yuanzheng Cai, Zuoyong Li

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

Comments Paper appears in Bioengineering 2023, 10(7), 869

2307.10036 2023-07-21 cs.CV 83%

Class Attention to Regions of Lesion for Imbalanced Medical Image Recognition

Jia-Xin Zhuang, Jiabin Cai, Jianguo Zhang, Wei-shi Zheng, Ruixuan Wang

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

Comments Accepted by Neurocomputing on July 2023. 37 pages

2307.05921 2023-07-21 cs.CV cs.AI 83%

Reading Radiology Imaging Like The Radiologist

Yuhao Wang

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

Comments There are data writing errors in the paper

2307.03827 2023-07-11 eess.IV cs.AI cs.CV cs.LG eess.SP 83%

Effect of Intensity Standardization on Deep Learning for WML Segmentation in Multi-Centre FLAIR MRI

Abdollah Ghazvanchahi, Pejman Jahbedar Maralani, Alan R. Moody, April Khademi

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

2306.17180 2023-07-03 cs.CL cs.AI cs.CV 83%

Replace and Report: NLP Assisted Radiology Report Generation

Kaveri Kale, pushpak Bhattacharyya, Kshitij Jadhav

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

Comments The 61st Annual Meeting of the Association for Computational Linguistics

2306.16925 2023-06-30 cs.CV 83%

MIS-FM: 3D Medical Image Segmentation using Foundation Models Pretrained on a Large-Scale Unannotated Dataset

Guotai Wang, Jianghao Wu, Xiangde Luo, Xinglong Liu, Kang Li, Shaoting Zhang

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

Comments 13 pages, 8 figures

2206.14718 2023-06-28 cs.CV 83%

LViT: Language meets Vision Transformer in Medical Image Segmentation

Zihan Li, Yunxiang Li, Qingde Li, Puyang Wang, Dazhou Guo, Le Lu, Dakai Jin, You Zhang, Qingqi Hong

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

Comments Accepted by IEEE Transactions on Medical Imaging (TMI)

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

1. 医学影像 22645 篇

3D Arterial Segmentation via Single 2D Projections and Depth Supervision in Contrast-Enhanced CT Images

Efficient Annotation for Medical Image Analysis: A One-Pass Selective Annotation Approach

Continual Segment: Towards a Single, Unified and Accessible Continual Segmentation Model of 143 Whole-body Organs in CT Scans

Unsupervised bias discovery in medical image segmentation

Can Prompt Learning Benefit Radiology Report Generation?

Synthesizing 3D computed tomography from MRI or CBCT using 2.5D deep neural networks

HCDG: A Hierarchical Consistency Framework for Domain Generalization on Medical Image Segmentation

Detecting Shortcut Learning for Fair Medical AI using Shortcut Testing

Visual Interpretable and Explainable Deep Learning Models for Brain Tumor MRI and COVID-19 Chest X-ray Images

Prompt-Based Tuning of Transformer Models for Multi-Center Medical Image Segmentation of Head and Neck Cancer

Uncertainty-informed Mutual Learning for Joint Medical Image Classification and Segmentation

Reproducibility and Evolution of Diffusion MRI Measurements within the Cervical Spinal Cord in Multiple Sclerosis

Semi-Supervised Medical Image Segmentation with Co-Distribution Alignment

Class Attention to Regions of Lesion for Imbalanced Medical Image Recognition

Reading Radiology Imaging Like The Radiologist

Effect of Intensity Standardization on Deep Learning for WML Segmentation in Multi-Centre FLAIR MRI

Replace and Report: NLP Assisted Radiology Report Generation

MIS-FM: 3D Medical Image Segmentation using Foundation Models Pretrained on a Large-Scale Unannotated Dataset

LViT: Language meets Vision Transformer in Medical Image Segmentation

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