医学 AI - arXivDaily 专题

2203.04294 2023-06-21 eess.IV cs.AI cs.CV 79%

NaviAirway: a Bronchiole-sensitive Deep Learning-based Airway Segmentation Pipeline

Andong Wang, Terence Chi Chun Tam, Ho Ming Poon, Kun-Chang Yu, Wei-Ning Lee

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

2304.04673 2023-04-11 q-bio.NC cs.AI 79%

Regional Deep Atrophy: a Self-Supervised Learning Method to Automatically Identify Regions Associated With Alzheimer's Disease Progression From Longitudinal MRI

Mengjin Dong, Long Xie, Sandhitsu R. Das, Jiancong Wang, Laura E. M. Wisse, Robin deFlores, David A. Wolk, Paul A. Yushkevich

专题命中医学影像：MRI(title,abstract)；分类 q-bio

Comments Submitted to NeuroImage for review

2303.10326 2023-03-21 eess.IV cs.CV 79%

Diff-UNet: A Diffusion Embedded Network for Volumetric Segmentation

Zhaohu Xing, Liang Wan, Huazhu Fu, Guang Yang, Lei Zhu

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

Comments 8 pages

2303.10014 2023-03-20 physics.med-ph q-bio.TO 79%

Reliability of Tumour Classification from Multi-Dimensional DCE-MRI Variables using Data Transformations

S. V. Notley, N. A. Thacker, L. Horsley, R. A. Little, Y. Watson, S. Mullamitha, G. C. Jayson, A. Jackson

专题命中医学影像：MRI(title,abstract)；分类 q-bio

Comments 18 pages and 6 figures

2301.08064 2023-01-20 cs.CV cs.LG 79%

Position Regression for Unsupervised Anomaly Detection

Florentin Bieder, Julia Wolleb, Robin Sandkühler, Philippe C. Cattin

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

Journal ref Proceedings of The 5th International Conference on Medical Imaging with Deep Learning, PMLR 172:160-172, 2022

2301.05392 2023-01-16 cs.CV cs.LG 79%

Multi-Target Landmark Detection with Incomplete Images via Reinforcement Learning and Shape Prior

Kaiwen Wan, Lei Li, Dengqiang Jia, Shangqi Gao, Wei Qian, Yingzhi Wu, Huandong Lin, Xiongzheng Mu, Xin Gao, Sijia Wang, Fuping Wu, Xiahai Zhuang

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

Comments 29 pages, 13 figures

2301.02033 2023-01-06 eess.IV cs.LG physics.med-ph 79%

Physics-informed self-supervised deep learning reconstruction for accelerated first-pass perfusion cardiac MRI

Elena Martín-González, Ebraham Alskaf, Amedeo Chiribiri, Pablo Casaseca-de-la-Higuera, Carlos Alberola-López, Rita G Nunes, Teresa M Correia

专题命中医学影像：MRI(title)；medical image(comments,journal_ref)；分类 cs.LG、eess.IV

Comments Workshop on Machine Learning for Medical Image Reconstruction, MLMIR 2021, held in Conjunction with MICCAI 2021

Journal ref In: Machine Learning for Medical Image Reconstruction. MLMIR 2021. Lecture Notes in Computer Science, vol 12964. Springer, Cham (2021)

2211.06785 2022-11-15 q-bio.NC q-bio.QM 79%

In vivo labeling and quantitative imaging of neurons using MRI

Shana Li, Xiang Xu, Canjun Li, Ziyan Xu, Qiong Ye, Yan Zhang, Chunlei Cang, Jie Wen

专题命中医学影像：MRI(title,abstract)；分类 q-bio

2210.05104 2022-10-12 eess.IV cs.CV 79%

3D Matting: A Benchmark Study on Soft Segmentation Method for Pulmonary Nodules Applied in Computed Tomography

Lin Wang, Xiufen Ye, Donghao Zhang, Wanji He, Lie Ju, Yi Luo, Huan Luo, Xin Wang, Wei Feng, Kaimin Song, Xin Zhao, Zongyuan Ge

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

Comments Accepted by Computers in Biology and Medicine. arXiv admin note: substantial text overlap with arXiv:2209.07843

2205.10342 2022-09-27 eess.IV cs.CV 79%

Self-supervised 3D anatomy segmentation using self-distilled masked image transformer (SMIT)

Jue Jiang, Neelam Tyagi, Kathryn Tringale, Christopher Crane, Harini Veeraraghavan

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

Comments This paper has been early accepted by MICCAI 2022

2208.04435 2022-09-14 cs.CV cs.AI cs.LG 79%

Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi-Supervised Segmentation

Mou-Cheng Xu, Yukun Zhou, Chen Jin, Marius de Groot, Daniel C. Alexander, Neil P. Oxtoby, Yipeng Hu, Joseph Jacob

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

Comments MICCAI 2022 (Early accept, Student Travel Award)

2208.12041 2022-08-26 eess.IV cs.CV 79%

Multi-Modality Abdominal Multi-Organ Segmentation with Deep Supervised 3D Segmentation Model

Satoshi Kondo, Satoshi Kasai

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

2208.10791 2022-08-24 eess.IV cs.CV 79%

Extending nnU-Net is all you need

Fabian Isensee, Constantin Ulrich, Tassilo Wald, Klaus H. Maier-Hein

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

Comments Fabian Isensee, Constantin Ulrich and Tassilo Wald contributed equally

2206.06575 2022-07-12 eess.IV cs.CV 79%

Med-DANet: Dynamic Architecture Network for Efficient Medical Volumetric Segmentation

Wenxuan Wang, Chen Chen, Jing Wang, Sen Zha, Yan Zhang, Jiangyun Li

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

2204.05201 2022-06-28 eess.IV cs.LG 79%

A Post-Processing Tool and Feasibility Study for Three-Dimensional Imaging with Electrical Impedance Tomography During Deep Brain Stimulation Surgery

Sebastien Martin

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

2206.00947 2022-06-03 cs.CV eess.IV 79%

A Bhattacharyya Coefficient-Based Framework for Noise Model-Aware Random Walker Image Segmentation

Dominik Drees, Florian Eilers, Ang Bian, Xiaoyi Jiang

专题命中医学影像：medical image(abstract)；MRI(abstract)；biomedical(abstract)；分类 cs.CV、eess.IV

Comments Dominik Drees and Florian Eilers contributed equally to this work

2203.03622 2022-05-10 eess.IV cs.CV stat.AP 79%

Deep-ASPECTS: A Segmentation-Assisted Model for Stroke Severity Measurement

Ujjwal Upadhyay, Mukul Ranjan, Satish Golla, Swetha Tanamala, Preetham Sreenivas, Sasank Chilamkurthy, Jeyaraj Pandian, Jason Tarpley

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

2101.04269 2022-05-06 cs.CV eess.IV 79%

Pneumonia Detection on Chest X-ray using Radiomic Features and Contrastive Learning

Yan Han, Chongyan Chen, Ahmed H Tewfik, Ying Ding, Yifan Peng

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

Comments Accepted for ISBI 2021

2204.01201 2022-04-05 eess.IV cs.CV 79%

A Novel Mask R-CNN Model to Segment Heterogeneous Brain Tumors through Image Subtraction

Sanskriti Singh

专题命中医学影像：medical image(abstract)；MRI(abstract)；biomedical(abstract)；分类 cs.CV、eess.IV

Comments 8 pages, 7 figures

2202.02377 2022-02-08 q-bio.QM 79%

Deep Learning-based Assessment of Hepatic Steatosis on chest CT

Zhongyi Zhang, Jakob Weiss, Jana Taron, Roman Zeleznik, Michael T. Lu, Hugo J. W. L. Aerts

专题命中医学影像：CT(title,abstract)；分类 q-bio

2108.02508 2022-02-04 eess.IV cs.CV 79%

RCA-IUnet: A residual cross-spatial attention guided inception U-Net model for tumor segmentation in breast ultrasound imaging

Narinder Singh Punn, Sonali Agarwal

专题命中医学影像：medical image(abstract)；diagnosis(abstract)；biomedical(abstract)；分类 cs.CV、eess.IV

Journal ref Machine Vision and Applications, Springer, 2022

2111.01561 2021-11-11 eess.IV cs.CV physics.med-ph 79%

Sub-cortical structure segmentation database for young population

Jayanthi Sivaswamy, Alphin J Thottupattu, Mythri V, Raghav Mehta, R Sheelakumari, Chandrasekharan Kesavadas

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

2110.06512 2021-10-14 cs.CV cs.LG 79%

MedNet: Pre-trained Convolutional Neural Network Model for the Medical Imaging Tasks

Laith Alzubaidi, J. Santamaría, Mohamed Manoufali, Beadaa Mohammed, Mohammed A. Fadhel, Jinglan Zhang, Ali H. Al-Timemy, Omran Al-Shamma, Ye Duan

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

Comments 6 Pages

2110.01345 2021-10-05 q-bio.BM 79%

A new iterative algorithm for generating gradient directions to detect white matter fibers in brain from MRI data

Ashishi Puri, Sanjeev Kumar

专题命中医学影像：MRI(title,abstract)；分类 q-bio

2109.07787 2021-09-17 q-bio.QM physics.med-ph 79%

Improving Reproducibility and Performance of Radiomics in Low Dose CT using Cycle GANs

Junhua Chen, Leonard Wee, Andre Dekker, Inigo Bermejo

专题命中医学影像：CT(title,abstract)；分类 q-bio

2109.00622 2021-09-03 cs.CV cs.LG 79%

An End-to-End learnable Flow Regularized Model for Brain Tumor Segmentation

Yan Shen, Zhanghexuan Ji, Mingchen Gao

专题命中医学影像：medical image(abstract)；diagnosis(abstract)；biomedical(abstract)；分类 cs.CV、cs.LG

Comments Accepted by 2020 11TH International Conference on Machine Learning in Medical Imaging (MLMI 2020)

2108.07979 2021-08-19 cs.CV eess.IV 79%

A New Bidirectional Unsupervised Domain Adaptation Segmentation Framework

Munan Ning, Cheng Bian, Dong Wei, Chenglang Yuan, Yaohua Wang, Yang Guo, Kai Ma, Yefeng Zheng

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

Comments IPMI 2021

2106.07333 2021-06-16 cs.CV cs.LG 79%

Deep Transfer Learning for Brain Magnetic Resonance Image Multi-class Classification

Yusuf Brima, Mossadek Hossain Kamal Tushar, Upama Kabir, Tariqul Islam

专题命中医学影像：MRI(abstract)；radiology(abstract)；biomedical(abstract)；分类 cs.CV、cs.LG

Comments This work was carried out as a collaboration between the Department of Computer Science and Engineering -- the University of Dhaka and the National Institute of Neuroscience (NINS), Bangladesh. We created a novel neurological discord dataset of 37 disease categories

2105.02290 2021-05-07 eess.IV cs.CV 79%

R2U3D: Recurrent Residual 3D U-Net for Lung Segmentation

Dhaval D. Kadia, Md Zahangir Alom, Ranga Burada, Tam V. Nguyen, Vijayan K. Asari

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

Comments The paper is under review in a journal

2104.08131 2021-04-19 eess.IV cs.CV 79%

Automatic quality control of brain T1-weighted magnetic resonance images for a clinical data warehouse

Simona Bottani, Ninon Burgos, Aurélien Maire, Adam Wild, Sebastian Ströer, Didier Dormont, Olivier Colliot

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

1. 医学影像 22719 篇

NaviAirway: a Bronchiole-sensitive Deep Learning-based Airway Segmentation Pipeline

Regional Deep Atrophy: a Self-Supervised Learning Method to Automatically Identify Regions Associated With Alzheimer's Disease Progression From Longitudinal MRI

Diff-UNet: A Diffusion Embedded Network for Volumetric Segmentation

Reliability of Tumour Classification from Multi-Dimensional DCE-MRI Variables using Data Transformations

Position Regression for Unsupervised Anomaly Detection

Multi-Target Landmark Detection with Incomplete Images via Reinforcement Learning and Shape Prior

Physics-informed self-supervised deep learning reconstruction for accelerated first-pass perfusion cardiac MRI

In vivo labeling and quantitative imaging of neurons using MRI

3D Matting: A Benchmark Study on Soft Segmentation Method for Pulmonary Nodules Applied in Computed Tomography

Self-supervised 3D anatomy segmentation using self-distilled masked image transformer (SMIT)

Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi-Supervised Segmentation

Multi-Modality Abdominal Multi-Organ Segmentation with Deep Supervised 3D Segmentation Model

Extending nnU-Net is all you need

Med-DANet: Dynamic Architecture Network for Efficient Medical Volumetric Segmentation

A Post-Processing Tool and Feasibility Study for Three-Dimensional Imaging with Electrical Impedance Tomography During Deep Brain Stimulation Surgery

A Bhattacharyya Coefficient-Based Framework for Noise Model-Aware Random Walker Image Segmentation

Deep-ASPECTS: A Segmentation-Assisted Model for Stroke Severity Measurement

Pneumonia Detection on Chest X-ray using Radiomic Features and Contrastive Learning

A Novel Mask R-CNN Model to Segment Heterogeneous Brain Tumors through Image Subtraction

Deep Learning-based Assessment of Hepatic Steatosis on chest CT

RCA-IUnet: A residual cross-spatial attention guided inception U-Net model for tumor segmentation in breast ultrasound imaging

Sub-cortical structure segmentation database for young population

MedNet: Pre-trained Convolutional Neural Network Model for the Medical Imaging Tasks

A new iterative algorithm for generating gradient directions to detect white matter fibers in brain from MRI data

Improving Reproducibility and Performance of Radiomics in Low Dose CT using Cycle GANs

An End-to-End learnable Flow Regularized Model for Brain Tumor Segmentation

A New Bidirectional Unsupervised Domain Adaptation Segmentation Framework

Deep Transfer Learning for Brain Magnetic Resonance Image Multi-class Classification

R2U3D: Recurrent Residual 3D U-Net for Lung Segmentation

Automatic quality control of brain T1-weighted magnetic resonance images for a clinical data warehouse