4.6 Article

Segmentation of beating embryonic heart structures from 4-D OCT images using deep learning

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Review Radiology, Nuclear Medicine & Medical Imaging

A review of medical image data augmentation techniques for deep learning applications

Phillip Chlap et al.

Summary: Data augmentation has become a popular method for training deep learning models in the field of radiology and radiotherapy, where limited medical image datasets are often encountered. By generating additional training data, data augmentation can improve model performance and has been widely used in state-of-the-art deep learning models.

JOURNAL OF MEDICAL IMAGING AND RADIATION ONCOLOGY (2021)

Article Computer Science, Interdisciplinary Applications

VoxelMorph: A Learning Framework for Deformable Medical Image Registration

Guha Balakrishnan et al.

IEEE TRANSACTIONS ON MEDICAL IMAGING (2019)

Article Cardiac & Cardiovascular Systems

4-D Computational Modeling of Cardiac Outflow Tract Hemodynamics over Looping Developmental Stages in Chicken Embryos

Katherine Courchaine et al.

JOURNAL OF CARDIOVASCULAR DEVELOPMENT AND DISEASE (2019)

Article Computer Science, Artificial Intelligence

GAN-based synthetic medical image augmentation for increased CNN performance in liver lesion classification

Maayan Frid-Adar et al.

NEUROCOMPUTING (2018)

Article Cardiac & Cardiovascular Systems

Increased regurgitant flow causes endocardial cushion defects in an avian embryonic model of congenital heart disease

Stephanie M. Ford et al.

CONGENITAL HEART DISEASE (2017)

Article Biophysics

4D subject-specific inverse modeling of the chick embryonic heart outflow tract hemodynamics

Sevan Goenezen et al.

BIOMECHANICS AND MODELING IN MECHANOBIOLOGY (2016)

Article Computer Science, Artificial Intelligence

Discriminative Unsupervised Feature Learning with Exemplar Convolutional Neural Networks

Alexey Dosovitskiy et al.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2016)

Article Multidisciplinary Sciences

Blood flow through the embryonic heart outflow tract during cardiac looping in HH13-HH18 chicken embryos

Madeline Midgett et al.

JOURNAL OF THE ROYAL SOCIETY INTERFACE (2015)

Article Computer Science, Artificial Intelligence

Multi-atlas segmentation of biomedical images: A survey

Juan Eugenio Iglesias et al.

MEDICAL IMAGE ANALYSIS (2015)

Article Cardiac & Cardiovascular Systems

Ethanol exposure alters early cardiac function in the looping heart: a mechanism for congenital heart defects?

Ganga Karunamuni et al.

AMERICAN JOURNAL OF PHYSIOLOGY-HEART AND CIRCULATORY PHYSIOLOGY (2014)

Review Physiology

Capturing structure and function in an embryonic heart with biophotonic tools

Ganga H. Karunamuni et al.

FRONTIERS IN PHYSIOLOGY (2014)

Review Computer Science, Artificial Intelligence

A survey of shaped-based registration and segmentation techniques for cardiac images

Vahid Tavakoli et al.

COMPUTER VISION AND IMAGE UNDERSTANDING (2013)

Article Medicine, Research & Experimental

Embryonic Heart Progenitors and Cardiogenesis

Thomas Brade et al.

COLD SPRING HARBOR PERSPECTIVES IN MEDICINE (2013)

Article Engineering, Electrical & Electronic

Longitudinal Imaging of Heart Development With Optical Coherence Tomography

Michael W. Jenkins et al.

IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS (2012)

Article Biochemical Research Methods

4D shear stress maps of the developing heart using Doppler optical coherence tomography

Lindsy M. Peterson et al.

BIOMEDICAL OPTICS EXPRESS (2012)

Article Engineering, Biomedical

Measurement of Strain and Strain Rate in Embryonic Chick Heart In Vivo Using Spectral Domain Optical Coherence Tomography

Peng Li et al.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2011)

Article Biochemical Research Methods

Measuring hemodynamics in the developing heart tube with four-dimensional gated Doppler optical coherence tomography

Michael W. Jenkins et al.

JOURNAL OF BIOMEDICAL OPTICS (2010)

Article Radiology, Nuclear Medicine & Medical Imaging

Evaluation of a multi-atlas based method for segmentation of cardiac CTA data: a large-scale, multicenter, and multivendor study

H. A. Kirisli et al.

MEDICAL PHYSICS (2010)

Article Anatomy & Morphology

Quantitative Measurement of Blood Flow Dynamics in Embryonic Vasculature Using Spectral Doppler Velocimetry

Anjul Davis et al.

ANATOMICAL RECORD-ADVANCES IN INTEGRATIVE ANATOMY AND EVOLUTIONARY BIOLOGY (2009)

Article Optics

High temporal resolution OCT using image-based retrospective gating

Madhusudhana Gargesha et al.

OPTICS EXPRESS (2009)

Article Computer Science, Interdisciplinary Applications

The development of the heart and microcirculation: role of shear stress

Robert E. Poelmann et al.

MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING (2008)

Article Anatomy & Morphology

Optical coherence tomography as a tool for measuring morphogenetic deformation of the looping heart

Benjamen A. Filas et al.

ANATOMICAL RECORD-ADVANCES IN INTEGRATIVE ANATOMY AND EVOLUTIONARY BIOLOGY (2007)

Review Cardiac & Cardiovascular Systems

Role of Kruppel-like transcription factors in endothelial biology

G. Brandon Atkins et al.

CIRCULATION RESEARCH (2007)

Article Cardiac & Cardiovascular Systems

Combined loss of Hey1 and HeyL causes congenital heart defects because of impaired epithelial to mesenchymal transition

Andreas Fischer et al.

CIRCULATION RESEARCH (2007)

Article Computer Science, Artificial Intelligence

Active appearance models

TF Cootes et al.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2001)

Article Computer Science, Artificial Intelligence

Active contours without edges

TF Chan et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2001)

Article Surgery

Endothelial cell response to different mechanical forces

N Azuma et al.

JOURNAL OF VASCULAR SURGERY (2000)