医学 AI - arXivDaily 专题

2310.20243 2023-11-06 cs.CV cs.SE 85%

Contrast-agent-induced deterministic component of CT-density in the abdominal aorta during routine angiography: proof of concept study

Maria R. Kodenko, Yuriy A. Vasilev, Nicholas S. Kulberg, Andrey V. Samorodov, Anton V. Vladzimirskyy, Olga V. Omelyanskaya, Roman V. Reshetnikov

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

2310.01680 2023-10-20 cs.CV cs.AI 85%

Keypoint-Augmented Self-Supervised Learning for Medical Image Segmentation with Limited Annotation

Zhangsihao Yang, Mengwei Ren, Kaize Ding, Guido Gerig, Yalin Wang

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

Comments Camera ready for NeurIPS 2023. Code available at https://github.com/zshyang/kaf.git

2108.03827 2023-10-03 eess.IV physics.med-ph 85%

Effectiveness of regional diffusion MRI measures in distinguishing multiple sclerosis abnormalities within the cervical spinal cord

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

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

2303.13867 2023-09-22 cs.CV 85%

Few Shot Medical Image Segmentation with Cross Attention Transformer

Yi Lin, Yufan Chen, Kwang-Ting Cheng, Hao Chen

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

Comments Accepted by MICCAI 2023

2309.08842 2023-09-19 cs.CV 85%

MA-SAM: Modality-agnostic SAM Adaptation for 3D Medical Image Segmentation

Cheng Chen, Juzheng Miao, Dufan Wu, Zhiling Yan, Sekeun Kim, Jiang Hu, Aoxiao Zhong, Zhengliang Liu, Lichao Sun, Xiang Li, Tianming Liu, Pheng-Ann Heng, Quanzheng Li

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

2209.08172 2023-09-19 cs.CV 85%

Weakly Supervised Medical Image Segmentation With Soft Labels and Noise Robust Loss

Banafshe Felfeliyan, Abhilash Hareendranathan, Gregor Kuntze, Stephanie Wichuk, Nils D. Forkert, Jacob L. Jaremko, Janet L. Ronsky

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

2308.12727 2023-08-25 cs.CV cs.AI 85%

DeepLOC: Deep Learning-based Bone Pathology Localization and Classification in Wrist X-ray Images

Razan Dibo, Andrey Galichin, Pavel Astashev, Dmitry V. Dylov, Oleg Y. Rogov

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

Comments AIST-2023 accepted paper

2307.09604 2023-07-20 cs.CV 85%

DenseMP: Unsupervised Dense Pre-training for Few-shot Medical Image Segmentation

Zhaoxin Fan, Puquan Pan, Zeren Zhang, Ce Chen, Tianyang Wang, Siyang Zheng, Min Xu

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

2306.04811 2023-06-09 cs.CV cs.AI 85%

Generative Text-Guided 3D Vision-Language Pretraining for Unified Medical Image Segmentation

Yinda Chen, Che Liu, Wei Huang, Sibo Cheng, Rossella Arcucci, Zhiwei Xiong

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

2305.17898 2023-05-30 cs.CV cs.AI 85%

Convolutional neural network based on sparse graph attention mechanism for MRI super-resolution

Xin Hua, Zhijiang Du, Hongjian Yu, Jixin Maa

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

Comments 12 pages, 6 figures

2206.10571 2023-05-02 cs.CV 85%

Toward Unpaired Multi-modal Medical Image Segmentation via Learning Structured Semantic Consistency

Jie Yang, Ye Zhu, Chaoqun Wang, Zhen Li, Ruimao Zhang

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

Comments MIDL23

2303.12445 2023-05-02 cs.CV cs.AI 85%

MEDIMP: 3D Medical Images with clinical Prompts from limited tabular data for renal transplantation

Leo Milecki, Vicky Kalogeiton, Sylvain Bodard, Dany Anglicheau, Jean-Michel Correas, Marc-Olivier Timsit, Maria Vakalopoulou

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

2111.12525 2023-04-24 cs.CV 85%

Causality-inspired Single-source Domain Generalization for Medical Image Segmentation

Cheng Ouyang, Chen Chen, Surui Li, Zeju Li, Chen Qin, Wenjia Bai, Daniel Rueckert

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

Comments This is an early, non-peer-reviewed version. For the final peer-reviewed full version that has been substantially revised, please find: https://ieeexplore.ieee.org/document/9961940. Please find the code at https://github.com/cheng-01037/Causality-Medical-Image-Domain-Generalization

2304.04745 2023-04-11 cs.CV 85%

Ambiguous Medical Image Segmentation using Diffusion Models

Aimon Rahman, Jeya Maria Jose Valanarasu, Ilker Hacihaliloglu, Vishal M Patel

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

2109.02722 2023-02-28 cs.CV 85%

Automatic Landmarks Correspondence Detection in Medical Images with an Application to Deformable Image Registration

Monika Grewal, Jan Wiersma, Henrike Westerveld, Peter A. N. Bosman, Tanja Alderliesten

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

Comments accepted paper in the Journal of Medical Imaging

Journal ref Journal of Medical Imaging, 10, 2023, 014007

2302.04303 2023-02-10 cs.CV 85%

Adapting Pre-trained Vision Transformers from 2D to 3D through Weight Inflation Improves Medical Image Segmentation

Yuhui Zhang, Shih-Cheng Huang, Zhengping Zhou, Matthew P. Lungren, Serena Yeung

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

Comments Published at ML4H 2022

2212.03967 2022-12-09 cs.CV 85%

Few-shot Medical Image Segmentation with Cycle-resemblance Attention

Hao Ding, Changchang Sun, Hao Tang, Dawen Cai, Yan Yan

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

Comments Work accepted to WACV 2023

2208.10694 2022-08-24 cs.CV 85%

Spiral Contrastive Learning: An Efficient 3D Representation Learning Method for Unannotated CT Lesions

Penghua Zhai, Enwei Zhu, Baolian Qi, Xin Wei, Jinpeng Li

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

2207.09654 2022-07-21 cs.CV 85%

Learning Topological Interactions for Multi-Class Medical Image Segmentation

Saumya Gupta, Xiaoling Hu, James Kaan, Michael Jin, Mutshipay Mpoy, Katherine Chung, Gagandeep Singh, Mary Saltz, Tahsin Kurc, Joel Saltz, Apostolos Tassiopoulos, Prateek Prasanna, Chao Chen

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

Comments Accepted to ECCV 2022 (Oral); 32 pages, 19 figures

2206.05225 2022-06-13 cs.CV 85%

ClamNet: Using contrastive learning with variable depth Unets for medical image segmentation

Samayan Bhattacharya, Sk Shahnawaz, Avigyan Bhattacharya

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

2112.01148 2022-04-15 cs.CV cs.AI 85%

FIBA: Frequency-Injection based Backdoor Attack in Medical Image Analysis

Yu Feng, Benteng Ma, Jing Zhang, Shanshan Zhao, Yong Xia, Dacheng Tao

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

Comments Accepted by CVPR 2022

2203.06824 2022-04-12 physics.med-ph eess.IV 85%

Low-dose CT reconstruction by self-supervised learning in the projection domain

Long Zhou, Xiaozhuang Wang, Min Hou, Ping Li, Chunlong Fu, Yanjun Ren, Tingting Shao, Xi Hu, Jihong Sun, Hongwei Ye

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

2106.10887 2022-02-04 cs.CV 85%

Trust It or Not: Confidence-Guided Automatic Radiology Report Generation

Yixin Wang, Zihao Lin, Zhe Xu, Haoyu Dong, Jiang Tian, Jie Luo, Zhongchao Shi, Yang Zhang, Jianping Fan, Zhiqiang He

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

Comments 12 pages

2102.03336 2021-11-03 cs.LG 85%

Machine Learning Applications on Neuroimaging for Diagnosis and Prognosis of Epilepsy: A Review

Jie Yuan, Xuming Ran, Keyin Liu, Chen Yao, Yi Yao, Haiyan Wu, Quanying Liu

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

2110.09260 2021-10-19 cs.CV 85%

A Unified Framework for Generalized Low-Shot Medical Image Segmentation with Scarce Data

Hengji Cui, Dong Wei, Kai Ma, Shi Gu, Yefeng Zheng

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

Comments Published in IEEE TRANSACTIONS ON MEDICAL IMAGING

2106.09157 2021-09-30 cs.CV 85%

Positional Contrastive Learning for Volumetric Medical Image Segmentation

Dewen Zeng, Yawen Wu, Xinrong Hu, Xiaowei Xu, Haiyun Yuan, Meiping Huang, Jian Zhuang, Jingtong Hu, Yiyu Shi

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

Comments 8 pages, conference

2011.11242 2021-09-13 eess.IV 85%

Unsupervised domain adaptation based COVID-19 CT infection segmentation network

Han Chen, Yifan Jiang, Murray Loew, Hanseok Ko

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

Journal ref Appl Intell (2021)

2108.05067 2021-08-19 cs.CV cs.CL 85%

Medical-VLBERT: Medical Visual Language BERT for COVID-19 CT Report Generation With Alternate Learning

Guangyi Liu, Yinghong Liao, Fuyu Wang, Bin Zhang, Lu Zhang, Xiaodan Liang, Xiang Wan, Shaolin Li, Zhen Li, Shuixing Zhang, Shuguang Cui

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

Comments Accepted by IEEE Transactions on Neural Networks and Learning Systems

2108.00622 2021-08-05 cs.CV 85%

Recurrent Mask Refinement for Few-Shot Medical Image Segmentation

Hao Tang, Xingwei Liu, Shanlin Sun, Xiangyi Yan, Xiaohui Xie

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

Comments Accepted ICCV 2021

2105.12924 2021-06-15 cs.CV 85%

Self-Ensembling Contrastive Learning for Semi-Supervised Medical Image Segmentation

Jinxi Xiang, Zhuowei Li, Wenji Wang, Qing Xia, Shaoting Zhang

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

1. 医学影像 22596 篇

Contrast-agent-induced deterministic component of CT-density in the abdominal aorta during routine angiography: proof of concept study

Keypoint-Augmented Self-Supervised Learning for Medical Image Segmentation with Limited Annotation

Effectiveness of regional diffusion MRI measures in distinguishing multiple sclerosis abnormalities within the cervical spinal cord

Few Shot Medical Image Segmentation with Cross Attention Transformer

MA-SAM: Modality-agnostic SAM Adaptation for 3D Medical Image Segmentation

Weakly Supervised Medical Image Segmentation With Soft Labels and Noise Robust Loss

DeepLOC: Deep Learning-based Bone Pathology Localization and Classification in Wrist X-ray Images

DenseMP: Unsupervised Dense Pre-training for Few-shot Medical Image Segmentation

Generative Text-Guided 3D Vision-Language Pretraining for Unified Medical Image Segmentation

Convolutional neural network based on sparse graph attention mechanism for MRI super-resolution

Toward Unpaired Multi-modal Medical Image Segmentation via Learning Structured Semantic Consistency

MEDIMP: 3D Medical Images with clinical Prompts from limited tabular data for renal transplantation

Causality-inspired Single-source Domain Generalization for Medical Image Segmentation

Ambiguous Medical Image Segmentation using Diffusion Models

Automatic Landmarks Correspondence Detection in Medical Images with an Application to Deformable Image Registration

Adapting Pre-trained Vision Transformers from 2D to 3D through Weight Inflation Improves Medical Image Segmentation

Few-shot Medical Image Segmentation with Cycle-resemblance Attention

Spiral Contrastive Learning: An Efficient 3D Representation Learning Method for Unannotated CT Lesions

Learning Topological Interactions for Multi-Class Medical Image Segmentation

ClamNet: Using contrastive learning with variable depth Unets for medical image segmentation

FIBA: Frequency-Injection based Backdoor Attack in Medical Image Analysis

Low-dose CT reconstruction by self-supervised learning in the projection domain

Trust It or Not: Confidence-Guided Automatic Radiology Report Generation

Machine Learning Applications on Neuroimaging for Diagnosis and Prognosis of Epilepsy: A Review

A Unified Framework for Generalized Low-Shot Medical Image Segmentation with Scarce Data

Positional Contrastive Learning for Volumetric Medical Image Segmentation

Unsupervised domain adaptation based COVID-19 CT infection segmentation network

Medical-VLBERT: Medical Visual Language BERT for COVID-19 CT Report Generation With Alternate Learning

Recurrent Mask Refinement for Few-Shot Medical Image Segmentation

Self-Ensembling Contrastive Learning for Semi-Supervised Medical Image Segmentation