Calcification Detection in Intravascular Ultrasound (IVUS) Images Using Transfer Learning Based MultiSVM model

On the cross‐validation bias due to unsupervised preprocessing

(2022) Amit Moscovich et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

A Deep Learning-based Method to Extract Lumen and Media-Adventitia in Intravascular Ultrasound Images

(2022) Fubao Zhu et al.   ULTRASONIC IMAGING

Automatic Lumen Border Detection in IVUS Images Using Deep Learning Model and Handcrafted Features

(2021) Kai Li et al.   ULTRASONIC IMAGING

Hybrid ensemble model for differential diagnosis between COVID-19 and common viral pneumonia by chest X-ray radiograph

(2021) Weiqiu Jin et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Automatic Detection of Atherosclerotic Plaque and Calcification From Intravascular Ultrasound Images by Using Deep Convolutional Neural Networks

(2021) Yi-Chen Li et al.   IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL

Automatic detection of vessel structure by deep learning using intravascular ultrasound images of the coronary arteries

(2021) Hiroki Shinohara et al.   PLoS One

A Transfer Learning Architecture Based on a Support Vector Machine for Histopathology Image Classification

(2021) Jiayi Fan et al.   Applied Sciences-Basel

Fully automated lumen and vessel contour segmentation in intravascular ultrasound datasets

(2021) Pablo J. Blanco et al.   MEDICAL IMAGE ANALYSIS

Convolutional networks for the segmentation of intravascular ultrasound images: Evaluation on a multicenter dataset

(2021) Haiyan Du et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Automated Quantitative Assessment of Coronary Calcification Using Intravascular Ultrasound

(2020) Shengnan Liu et al.   ULTRASOUND IN MEDICINE AND BIOLOGY

Deep High-Resolution Representation Learning for Visual Recognition

(2020) Jingdong Wang et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Brain tumor classification for MR images using transfer learning and fine-tuning

(2019) Zar Nawab Khan Swati et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Automated classification of dense calcium tissues in gray-scale intravascular ultrasound images using a deep belief network

(2019) Juhwan Lee et al.   BMC MEDICAL IMAGING

Automatic Plaque Detection in IVOCT Pullbacks Using Convolutional Neural Networks

(2018) Nils Gessert et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Automatic segmentation of the lumen region in intravascular images of the coronary artery

(2017) Danilo Samuel Jodas et al.   MEDICAL IMAGE ANALYSIS

Quantitative analysis of retinal OCT

(2016) Milan Sonka et al.   MEDICAL IMAGE ANALYSIS

Optical coherence tomography imaging during percutaneous coronary intervention impacts physician decision-making: ILUMIEN I study

(2015) William Wijns et al.   EUROPEAN HEART JOURNAL

Automated Detection Framework of the Calcified Plaque with Acoustic Shadowing in IVUS Images

(2014) Zhifan Gao et al.   PLoS One

Standardized evaluation methodology and reference database for evaluating IVUS image segmentation

(2013) Simone Balocco et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Coronary atherosclerosis with vulnerable plaque and complicated lesions in transplant recipients: new insight into cardiac allograft vasculopathy by optical coherence tomography

(2013) Andrew Cassar et al.   EUROPEAN HEART JOURNAL

Iterative Self-Organizing Atherosclerotic Tissue Labeling in Intravascular Ultrasound Images and Comparison With Virtual Histology

(2012) A. Katouzian et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

A State-of-the-Art Review on Segmentation Algorithms in Intravascular Ultrasound (IVUS) Images

(2012) A. Katouzian et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE

In vivo characterization of coronary plaques: novel findings from comparing greyscale and virtual histology intravascular ultrasound and near-infrared spectroscopy

(2011) J. Pu et al.   EUROPEAN HEART JOURNAL

Shape-Driven Segmentation of the Arterial Wall in Intravascular Ultrasound Images

(2008) G. Unal et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE

Automatic segmentation of calcified plaques and vessel borders in IVUS images

(2008) Arash Taki et al.   International Journal of Computer Assisted Radiology and Surgery