医学 AI

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

2108.11154 2021-08-26 cs.CV 83%

Duo-SegNet: Adversarial Dual-Views for Semi-Supervised Medical Image Segmentation

Himashi Peiris, Zhaolin Chen, Gary Egan, Mehrtash Harandi

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

2107.13741 2021-08-24 cs.CV 83%

Self-Paced Contrastive Learning for Semi-supervised Medical Image Segmentation with Meta-labels

Jizong Peng, Ping Wang, Chrisitian Desrosiers, Marco Pedersoli

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

2108.02996 2021-08-09 cs.CV 83%

Efficient and Generic Interactive Segmentation Framework to Correct Mispredictions during Clinical Evaluation of Medical Images

Bhavani Sambaturu, Ashutosh Gupta, C. V. Jawahar, Chetan Arora

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

Comments 12 pages, 8 figures, accepted to MICCAI 2021

2107.12842 2021-07-28 cs.CV 83%

Technical Report: Quality Assessment Tool for Machine Learning with Clinical CT

Riqiang Gao, Mirza S. Khan, Yucheng Tang, Kaiwen Xu, Steve Deppen, Yuankai Huo, Kim L. Sandler, Pierre P. Massion, Bennett A. Landman

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

Comments 18 pages, 13 figures, technical report

2107.08623 2021-07-20 cs.CV 83%

LeViT-UNet: Make Faster Encoders with Transformer for Medical Image Segmentation

Guoping Xu, Xingrong Wu, Xuan Zhang, Xinwei He

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

2107.06888 2021-07-16 eess.IV 83%

Blind Image Quality Assessment for MRI with A Deep Three-dimensional content-adaptive Hyper-Network

Kehan Qi, Haoran Li, Chuyu Rong, Yu Gong, Cheng Li, Hairong Zheng, Shanshan Wang

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

Comments 11 pages, 3 figures, 2 tables

2101.02639 2021-07-13 cs.CV 83%

Towards Robust General Medical Image Segmentation

Laura Daza, Juan C. Pérez, Pablo Arbeláez

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

Comments Accepted at MICCAI 2021

2105.13305 2021-06-30 eess.SP physics.med-ph 83%

A High-Dynamic-Range Digital RF-Over-Fiber Link for MRI Receive Coils Using Delta-Sigma Modulation

Mingdong Fan, Robert W. Brown, Xi Gao, Soumyajit Mandal, Labros Petropoulos, Xiaoyu Yang, Shinya Handa, Hiroyuki Fujita

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

Comments Accepted for publication in the Review of Scientific Instruments

2106.06963 2021-06-29 cs.CV cs.CL 83%

Exploring and Distilling Posterior and Prior Knowledge for Radiology Report Generation

Fenglin Liu, Xian Wu, Shen Ge, Wei Fan, Yuexian Zou

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

Comments Accepted by CVPR 2021 (2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR2021))

2106.09812 2021-06-21 cs.CV cs.AI 83%

Deep reinforcement learning with automated label extraction from clinical reports accurately classifies 3D MRI brain volumes

Joseph Stember, Hrithwik Shalu

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

2104.08623 2021-05-31 cs.CV 83%

Learning Fuzzy Clustering for SPECT/CT Segmentation via Convolutional Neural Networks

Junyu Chen, Ye Li, Licia P. Luna, Hyun Woo Chung, Steven P. Rowe, Yong Du, Lilja B. Solnes, Eric C. Frey

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

Comments This manuscript has been published by Medical Physics (2021)

1. 医学影像 22719 篇

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

Duo-SegNet: Adversarial Dual-Views for Semi-Supervised Medical Image Segmentation

Self-Paced Contrastive Learning for Semi-supervised Medical Image Segmentation with Meta-labels

Efficient and Generic Interactive Segmentation Framework to Correct Mispredictions during Clinical Evaluation of Medical Images

Technical Report: Quality Assessment Tool for Machine Learning with Clinical CT

LeViT-UNet: Make Faster Encoders with Transformer for Medical Image Segmentation

Blind Image Quality Assessment for MRI with A Deep Three-dimensional content-adaptive Hyper-Network

More Reliable AI Solution: Breast Ultrasound Diagnosis Using Multi-AI Combination

Towards Robust General Medical Image Segmentation

A High-Dynamic-Range Digital RF-Over-Fiber Link for MRI Receive Coils Using Delta-Sigma Modulation

Exploring and Distilling Posterior and Prior Knowledge for Radiology Report Generation

Deep reinforcement learning with automated label extraction from clinical reports accurately classifies 3D MRI brain volumes

Learning Fuzzy Clustering for SPECT/CT Segmentation via Convolutional Neural Networks