An automatic and accurate deep learning-based neuroimaging pipeline for the neonatal brain

被引:0
|
作者
Dan Dan Shen
Shan Lei Bao
Yan Wang
Ying Chi Chen
Yu Cheng Zhang
Xing Can Li
Yu Chen Ding
Zhong Zheng Jia
机构
[1] Affiliated Hospital and Medical School of Nantong University,Department of Medical Imaging
[2] Affiliated Hospital and Medical School of Nantong University,Department of Nuclear Medicine
来源
Pediatric Radiology | 2023年 / 53卷
关键词
Brain; Magnetic resonance imaging; Neonate; Neural networks, computer;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:1685 / 1697
页数:12
相关论文
共 50 条
  • [1] An automatic and accurate deep learning-based neuroimaging pipeline for the neonatal brain
    Shen, Dan Dan
    Bao, Shan Lei
    Wang, Yan
    Chen, Ying Chi
    Zhang, Yu Cheng
    Li, Xing Can
    Ding, Yu Chen
    Jia, Zhong Zheng
    [J]. PEDIATRIC RADIOLOGY, 2023, 53 (08) : 1685 - 1697
  • [2] FastSurfer - A fast and accurate deep learning based neuroimaging pipeline
    Henschel, Leonie
    Conjeti, Sailesh
    Estrada, Santiago
    Diers, Kersten
    Fischl, Bruce
    Reuter, Martin
    [J]. NEUROIMAGE, 2020, 219
  • [3] Automatic deep learning-based pipeline for automatic delineation and measurement of fetal brain structures in routine mid-trimester ultrasound images
    Coronado-Gutierrez, David
    Eixarch, Elisenda
    Monterde, Elena
    Matas, Isabel
    Traversi, Paola
    Gratacos, Eduard
    Bonet-Carne, Elisenda
    Burgos-Artizzu, Xavier P.
    [J]. FETAL DIAGNOSIS AND THERAPY, 2023, 50 (06) : 480 - 490
  • [4] Deep learning-based automatic brain tissue segmentation in prenatal ultrasound
    Zanbouaa, A.
    Bouyakhf, E.
    Bassma, J.
    Slimani, S.
    [J]. ULTRASOUND IN OBSTETRICS & GYNECOLOGY, 2023, 62 : 128 - 129
  • [5] A Deep Learning-based Stalk Grasping Pipeline
    Parhar, Tanvir
    Baweja, Harjatin
    Jenkins, Merritt
    Kantor, George
    [J]. 2018 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA), 2018, : 6161 - 6167
  • [6] A Deep Learning-Based Automatic Contour Quality Assurance Pipeline for Complex Anatomy on MRI
    Zhang, Y.
    Amjad, A.
    Ding, J.
    Ahunbay, E. E.
    Li, A.
    [J]. INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2021, 111 (03): : E509 - E509
  • [7] Accurate segmentation of neonatal brain MRI with deep learning
    Richter, Leonie
    Fetit, Ahmed E.
    [J]. FRONTIERS IN NEUROINFORMATICS, 2022, 16
  • [8] A Deep Learning-Based Framework for Automatic Brain Tumors Classification Using Transfer Learning
    Rehman, Arshia
    Naz, Saeeda
    Razzak, Muhammad Imran
    Akram, Faiza
    Imran, Muhammad
    [J]. CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 2020, 39 (02) : 757 - 775
  • [9] A Deep Learning-Based Framework for Automatic Brain Tumors Classification Using Transfer Learning
    Arshia Rehman
    Saeeda Naz
    Muhammad Imran Razzak
    Faiza Akram
    Muhammad Imran
    [J]. Circuits, Systems, and Signal Processing, 2020, 39 : 757 - 775
  • [10] An Accurate Deep Learning-Based System for Automatic Pill Identification: Model Development and Validation
    Heo, Junyeong
    Kang, Youjin
    Lee, SangKeun
    Jeong, Dong-Hwa
    Kim, Kang-Min
    [J]. JOURNAL OF MEDICAL INTERNET RESEARCH, 2023, 25