Automated plaque characterization using deep learning on coronary intravascular optical coherence tomographic images

Automated A-line coronary plaque classification of intravascular optical coherence tomography images using handcrafted features and large datasets

(2019) David Prabhu et al.   JOURNAL OF BIOMEDICAL OPTICS

Use of 2D U-Net Convolutional Neural Networks for Automated Cartilage and Meniscus Segmentation of Knee MR Imaging Data to Determine Relaxometry and Morphometry

(2018) Berk Norman et al.   RADIOLOGY

Characterization of coronary artery pathological formations from OCT imaging using deep learning

(2018) Atefeh Abdolmanafi et al.   Biomedical Optics Express

SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

(2017) Vijay Badrinarayanan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Linear-regression convolutional neural network for fully automated coronary lumen segmentation in intravascular optical coherence tomography

(2017) Yan Ling Yong et al.   JOURNAL OF BIOMEDICAL OPTICS

Deep convolutional neural network and 3D deformable approach for tissue segmentation in musculoskeletal magnetic resonance imaging

(2017) Fang Liu et al.   MAGNETIC RESONANCE IN MEDICINE

Deep feature learning for automatic tissue classification of coronary artery using optical coherence tomography

(2017) Atefeh Abdolmanafi et al.   Biomedical Optics Express

Deep Deconvolutional Neural Network for Target Segmentation of Nasopharyngeal Cancer in Planning Computed Tomography Images

(2017) Kuo Men et al.   Frontiers in Oncology

Relationship Between Thickness of Calcium on Optical Coherence Tomography and Crack Formation After Balloon Dilatation in Calcified Plaque Requiring Rotational Atherectomy

(2016) Nobuhiko Maejima et al.   CIRCULATION JOURNAL

Automatic classification of atherosclerotic plaques imaged with intravascular OCT

(2016) Jose J. Rico-Jimenez et al.   Biomedical Optics Express

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Automated tissue characterization of in vivo atherosclerotic plaques by intravascular optical coherence tomography images

(2013) Giovanni Jacopo Ughi et al.   Biomedical Optics Express

Consensus Standards for Acquisition, Measurement, and Reporting of Intravascular Optical Coherence Tomography Studies

(2012) Guillermo J. Tearney et al.   JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY

Automatic stent detection in intravascular OCT images using bagged decision trees

(2012) Hong Lu et al.   Biomedical Optics Express

Semiautomatic segmentation and quantification of calcified plaques in intracoronary optical coherence tomography images

(2010) Zhao Wang et al.   JOURNAL OF BIOMEDICAL OPTICS

Atherosclerotic tissue characterization in vivo by optical coherence tomography attenuation imaging

(2010) Gijs van Soest et al.   JOURNAL OF BIOMEDICAL OPTICS

Immune and Inflammatory Mechanisms of Atherosclerosis

(2009) Elena Galkina et al.   Annual Review of Immunology

Characterization of atherosclerosis plaques by measuring both backscattering and attenuation coefficients in optical coherence tomography

(2008) Chenyang Xu et al.   JOURNAL OF BIOMEDICAL OPTICS