Fusing 2D and 3D convolutional neural networks for the segmentation of aorta and coronary arteries from CT images

Heart Disease and Stroke Statistics—2021 Update: A Report From the American Heart Association

(2021) Salim S. Virani et al.   CIRCULATION

Semi 3D-TENet: Semi 3D network based on temporal information extraction for coronary artery segmentation from angiography video

(2021) Dongxue Liang et al.   Biomedical Signal Processing and Control

Class-driven content-based medical image retrieval using hash codes of deep features

(2021) Şaban Öztürk   Biomedical Signal Processing and Control

DRNet: Segmentation and localization of optic disc and Fovea from diabetic retinopathy image

(2020) Md. Kamrul Hasan et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Stacked auto-encoder based tagging with deep features for content-based medical image retrieval

(2020) Şaban Öztürk   EXPERT SYSTEMS WITH APPLICATIONS

DeepVesselNet: Vessel Segmentation, Centerline Prediction, and Bifurcation Detection in 3-D Angiographic Volumes

(2020) Giles Tetteh et al.   Frontiers in Neuroscience

Deep Learning Techniques for Medical Image Segmentation: Achievements and Challenges

(2019) Mohammad Hesam Hesamian et al.   JOURNAL OF DIGITAL IMAGING

Automatic 3D Bi-Ventricular Segmentation of Cardiac Images by a Shape-Refined Multi- Task Deep Learning Approach

(2019) Jinming Duan et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Learning tree-structured representation for 3D coronary artery segmentation

(2019) Bin Kong et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

(2018) Liang-Chieh Chen et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

VoxResNet: Deep voxelwise residual networks for brain segmentation from 3D MR images

(2018) Hao Chen et al.   NEUROIMAGE

Automated anatomical labeling of coronary arteries via bidirectional tree LSTMs

(2018) Dan Wu et al.   International Journal of Computer Assisted Radiology and Surgery

A Discriminatively Trained Fully Connected Conditional Random Field Model for Blood Vessel Segmentation in Fundus Images

(2017) Jose Ignacio Orlando et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Efficient multi-scale 3D CNN with fully connected CRF for accurate brain lesion segmentation

(2017) Konstantinos Kamnitsas et al.   MEDICAL IMAGE ANALYSIS

Automatic Coronary Artery Segmentation Using Active Search for Branches and Seemingly Disconnected Vessel Segments from Coronary CT Angiography

(2016) Dongjin Han et al.   PLoS One

Automatic segmentation, detection and quantification of coronary artery stenoses on CTA

(2013) Rahil Shahzad et al.   INTERNATIONAL JOURNAL OF CARDIOVASCULAR IMAGING

Comparison and Evaluation of Methods for Liver Segmentation From CT Datasets

(2009) T. Heimann et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING