医学 AI - arXivDaily 专题

2008.06029 2022-07-19 eess.IV cs.CV cs.LG eess.SP physics.med-ph 83%

Multi-Mask Self-Supervised Learning for Physics-Guided Neural Networks in Highly Accelerated MRI

Burhaneddin Yaman, Hongyi Gu, Seyed Amir Hossein Hosseini, Omer Burak Demirel, Steen Moeller, Jutta Ellermann, Kâmil Uğurbil, Mehmet Akçakaya

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

Journal ref NMR in Biomedicine, 2022

2207.06975 2022-07-15 cs.CV 83%

Learning Discriminative Representation via Metric Learning for Imbalanced Medical Image Classification

Chenghua Zeng, Huijuan Lu, Kanghao Chen, Ruixuan Wang, Wei-Shi Zheng

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

2207.06177 2022-07-14 cs.MM cs.CV 83%

RTN: Reinforced Transformer Network for Coronary CT Angiography Vessel-level Image Quality Assessment

Yiting Lu, Jun Fu, Xin Li, Wei Zhou, Sen Liu, Xinxin Zhang, Congfu Jia, Ying Liu, Zhibo Chen

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

Comments To appear in MICCAI2022

2207.05056 2022-07-13 eess.IV cs.CV cs.LG eess.SP 83%

Learning to segment prostate cancer by aggressiveness from scribbles in bi-parametric MRI

Audrey Duran, Gaspard Dussert, Carole Lartizien

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

Journal ref SPIE Medical Imaging 2022: Image Processing, Feb 2022, San Diego, United States. pp.178-184

2207.04793 2022-07-12 cs.CV 83%

PCCT: Progressive Class-Center Triplet Loss for Imbalanced Medical Image Classification

Kanghao Chen, Weixian Lei, Rong Zhang, Shen Zhao, Wei-shi Zheng, Ruixuan Wang

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

2206.05618 2022-06-14 physics.med-ph cs.CV 83%

Synthetic PET via Domain Translation of 3D MRI

Abhejit Rajagopal, Yutaka Natsuaki, Kristen Wangerin, Mahdjoub Hamdi, Hongyu An, John J. Sunderland, Richard Laforest, Paul E. Kinahan, Peder E. Z. Larson, Thomas A. Hope

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

Comments under review

2205.13723 2022-05-30 cs.CV 83%

DLTTA: Dynamic Learning Rate for Test-time Adaptation on Cross-domain Medical Images

Hongzheng Yang, Cheng Chen, Meirui Jiang, Quande Liu, Jianfeng Cao, Pheng Ann Heng, Qi Dou

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

2205.13226 2022-05-27 cs.CV 83%

Censor-aware Semi-supervised Learning for Survival Time Prediction from Medical Images

Renato Hermoza, Gabriel Maicas, Jacinto C. Nascimento, Gustavo Carneiro

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

Comments 12 pages, 4 figures

2205.09722 2022-05-20 cs.CV 83%

Light In The Black: An Evaluation of Data Augmentation Techniques for COVID-19 CT's Semantic Segmentation

Bruno A. Krinski, Daniel V. Ruiz, Eduardo Todt

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

2205.09601 2022-05-20 cs.CV 83%

CORPS: Cost-free Rigorous Pseudo-labeling based on Similarity-ranking for Brain MRI Segmentation

Can Taylan Sari, Sila Kurugol, Onur Afacan, Simon K. Warfield

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

2201.08779 2022-05-02 cs.CV 83%

Contrastive and Selective Hidden Embeddings for Medical Image Segmentation

Zhuowei Li, Zihao Liu, Zhiqiang Hu, Qing Xia, Ruiqin Xiong, Shaoting Zhang, Dimitris Metaxas, Tingting Jiang

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

2204.12185 2022-04-27 cs.CV 83%

TranSiam: Fusing Multimodal Visual Features Using Transformer for Medical Image Segmentation

Xuejian Li, Shiqiang Ma, Jijun Tang, Fei Guo

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

2204.09599 2022-04-21 cs.CL cs.AI cs.SY eess.SP eess.SY 83%

Radiology Text Analysis System (RadText): Architecture and Evaluation

Song Wang, Mingquan Lin, Ying Ding, George Shih, Zhiyong Lu, Yifan Peng

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

Comments 9 pages, 2 figures, Accepted by 2022 IEEE 10th International Conference on Healthcare Informatics (ICHI)

2101.00948 2022-04-06 cs.CV 83%

Classification and Segmentation of Pulmonary Lesions in CT Images Using a Combined VGG-XGBoost Method, and an Integrated Fuzzy Clustering-Level Set Technique

Niloofar Akhavan Javan, Ali Jebreili, Babak Mozafari, Morteza Hosseinioun, S. AmirAli Gh. Ghahramani

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

2112.11177 2022-03-29 cs.CV 83%

Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization

Ziqi Zhou, Lei Qi, Xin Yang, Dong Ni, Yinghuan Shi

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

Comments Accepted by CVPR 2022

2111.12918 2022-03-23 cs.CV 83%

ACPL: Anti-curriculum Pseudo-labelling for Semi-supervised Medical Image Classification

Fengbei Liu, Yu Tian, Yuanhong Chen, Yuyuan Liu, Vasileios Belagiannis, Gustavo Carneiro

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

Comments CVPR 2022

2203.10611 2022-03-22 cs.CV 83%

Learning from Multiple Expert Annotators for Enhancing Anomaly Detection in Medical Image Analysis

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

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

Comments Under review by Neurocomputing

2108.03823 2022-03-22 cs.CV cs.AI 83%

Towards to Robust and Generalized Medical Image Segmentation Framework

Yurong Chen

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

Comments I need revise this paper

2201.08657 2022-03-18 cs.CV cs.AI 83%

Enhancing Pseudo Label Quality for Semi-Supervised Domain-Generalized Medical Image Segmentation

Huifeng Yao, Xiaowei Hu, Xiaomeng Li

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

Comments Accepted by AAAI 2022

2202.11709 2022-02-25 eess.IV 83%

Co-occurring Diseases Heavily Influence the Performance of Weakly Supervised Learning Models for Classification of Chest CT

Fakrul Islam Tushar, Vincent M. D'Anniballe, Geoffrey D. Rubin, Ehsan Samei, Joseph Y. Lo

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

Comments 5 pages, 4 figures, Accepted at SPIE Medical Imaging Conference 2022

2202.10136 2022-02-23 cs.CV 83%

Synthetic CT Skull Generation for Transcranial MR Imaging-Guided Focused Ultrasound Interventions with Conditional Adversarial Networks

Han Liu, Michelle K. Sigona, Thomas J. Manuel, Li Min Chen, Charles F. Caskey, Benoit M. Dawant

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

Comments Accepted by SPIE Medical Imaging 2022

2202.03021 2022-02-08 physics.med-ph eess.IV 83%

Free-breathing motion compensated 4D (3D+respiration) T2-weighted turbo spin-echo MRI for body imaging

T. Bruijnen, T. Schake, O. Akdag, C. V. M. Bruel, J. J. W. Lagendijk, C. A. T. van den Berg, R. H. N. Tijssen

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

Comments 19 pages, 11 figures

2202.00650 2022-02-02 physics.med-ph cs.CV 83%

AI-based Medical e-Diagnosis for Fast and Automatic Ventricular Volume Measurement in the Patients with Normal Pressure Hydrocephalus

Xi Zhou, Qinghao Ye, Xiaolin Yang, Jiakuan Chen, Haiqin Ma, Jun Xia, Javier Del Ser, Guang Yang

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

Comments 26 pages, 4 figure, accepted by Neural Computing and Applications journal

2011.12525 2022-01-19 eess.IV physics.med-ph 83%

Noise2Context: Context-assisted Learning 3D Thin-layer Low Dose CT Without Clean Data

Zhicheng Zhang, Xiaokun Liang, Wei Zhao, Lei Xing

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

2201.01283 2022-01-05 cs.CV 83%

Self-supervised Learning from 100 Million Medical Images

Florin C. Ghesu, Bogdan Georgescu, Awais Mansoor, Youngjin Yoo, Dominik Neumann, Pragneshkumar Patel, R. S. Vishwanath, James M. Balter, Yue Cao, Sasa Grbic, Dorin Comaniciu

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

2104.01617 2021-12-21 eess.IV 83%

Multi-Feature Semi-Supervised Learning for COVID-19 Diagnosis from Chest X-ray Images

Xiao Qi, John L. Nosher, David J. Foran, Ilker Hacihaliloglu

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

2110.08762 2021-10-19 cs.CV 83%

Inconsistency-aware Uncertainty Estimation for Semi-supervised Medical Image Segmentation

Yinghuan Shi, Jian Zhang, Tong Ling, Jiwen Lu, Yefeng Zheng, Qian Yu, Lei Qi, Yang Gao

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)

2110.04735 2021-10-12 eess.IV 83%

Prior Attention Network for Multi-Lesion Segmentation in Medical Images

Xiangyu Zhao, Peng Zhang, Fan Song, Chenbin Ma, Guangda Fan, Yangyang Sun, Youdan Feng, Guanglei Zhang

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

Comments 10 pages

2110.02117 2021-10-06 cs.CV 83%

Self-Supervised Generative Style Transfer for One-Shot Medical Image Segmentation

Devavrat Tomar, Behzad Bozorgtabar, Manana Lortkipanidze, Guillaume Vray, Mohammad Saeed Rad, Jean-Philippe Thiran

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

Comments Accepted in WACV 2022

2109.07407 2021-09-30 cs.CV 83%

Semi-supervised Contrastive Learning for Label-efficient Medical Image Segmentation

Xinrong Hu, Dewen Zeng, Xiaowei Xu, Yiyu Shi

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

Comments 9 pages, accepted to MICCAI 2021

1. 医学影像 22633 篇

Multi-Mask Self-Supervised Learning for Physics-Guided Neural Networks in Highly Accelerated MRI

Learning Discriminative Representation via Metric Learning for Imbalanced Medical Image Classification

RTN: Reinforced Transformer Network for Coronary CT Angiography Vessel-level Image Quality Assessment

Learning to segment prostate cancer by aggressiveness from scribbles in bi-parametric MRI

PCCT: Progressive Class-Center Triplet Loss for Imbalanced Medical Image Classification

Synthetic PET via Domain Translation of 3D MRI

DLTTA: Dynamic Learning Rate for Test-time Adaptation on Cross-domain Medical Images

Censor-aware Semi-supervised Learning for Survival Time Prediction from Medical Images

Light In The Black: An Evaluation of Data Augmentation Techniques for COVID-19 CT's Semantic Segmentation

CORPS: Cost-free Rigorous Pseudo-labeling based on Similarity-ranking for Brain MRI Segmentation

Contrastive and Selective Hidden Embeddings for Medical Image Segmentation

TranSiam: Fusing Multimodal Visual Features Using Transformer for Medical Image Segmentation

Radiology Text Analysis System (RadText): Architecture and Evaluation

Classification and Segmentation of Pulmonary Lesions in CT Images Using a Combined VGG-XGBoost Method, and an Integrated Fuzzy Clustering-Level Set Technique

Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization

ACPL: Anti-curriculum Pseudo-labelling for Semi-supervised Medical Image Classification

Learning from Multiple Expert Annotators for Enhancing Anomaly Detection in Medical Image Analysis

Towards to Robust and Generalized Medical Image Segmentation Framework

Enhancing Pseudo Label Quality for Semi-Supervised Domain-Generalized Medical Image Segmentation

Co-occurring Diseases Heavily Influence the Performance of Weakly Supervised Learning Models for Classification of Chest CT

Synthetic CT Skull Generation for Transcranial MR Imaging-Guided Focused Ultrasound Interventions with Conditional Adversarial Networks

Free-breathing motion compensated 4D (3D+respiration) T2-weighted turbo spin-echo MRI for body imaging

AI-based Medical e-Diagnosis for Fast and Automatic Ventricular Volume Measurement in the Patients with Normal Pressure Hydrocephalus

Noise2Context: Context-assisted Learning 3D Thin-layer Low Dose CT Without Clean Data

Self-supervised Learning from 100 Million Medical Images

Multi-Feature Semi-Supervised Learning for COVID-19 Diagnosis from Chest X-ray Images

Inconsistency-aware Uncertainty Estimation for Semi-supervised Medical Image Segmentation

Prior Attention Network for Multi-Lesion Segmentation in Medical Images

Self-Supervised Generative Style Transfer for One-Shot Medical Image Segmentation

Semi-supervised Contrastive Learning for Label-efficient Medical Image Segmentation