List of works - David Dagan Feng

A Residual based Attention Model for EEG based Sleep Staging

scientific article published on 03 March 2020

A Spatiotemporal Volumetric Interpolation Network for 4D Dynamic Medical Image

A direct volume rendering visualization approach for serial PET-CT scans that preserves anatomical consistency

scientific article published on 19 January 2019

A propagation-DNN: Deep combination learning of multi-level features for MR prostate segmentation

scientific article published on 29 December 2018

A study on multi-kernel intuitionistic fuzzy C-means clustering with multiple attributes

A web-based multidisciplinary team meeting visualisation system

scientific article published on 21 May 2019

Abnormality detection in retinal image by individualized background learning

Automated Decision Support System for Lung Cancer Detection and Classification via Enhanced RFCN With Multilayer Fusion RPN

Automated Prostate Image Recognition and Segmentation

Biomedical image segmentation for precision radiation oncology

Biomedical image visualization and display technologies

Co-Learning Feature Fusion Maps from PET-CT Images of Lung Cancer

scientific article published on 17 June 2019

Content-based large-scale medical image retrieval

Convolutional sparse kernel network for unsupervised medical image analysis

scientific article published on 12 June 2019

Deep Color Guided Coarse-to-Fine Convolutional Network Cascade for Depth Image Super-Resolution

scientific article published on 08 October 2018

Deep Convolutional Neural Networks for Human Action Recognition Using Depth Maps and Postures

scholarly article by Aouaidjia Kamel et al published September 2019 in IEEE transactions on systems, man, and cybernetics. Systems

Deep gesture interaction for augmented anatomy learning

article published in 2019

Deep multi-modality collaborative learning for distant metastases predication in PET-CT soft-tissue sarcoma studies

scientific article published on 01 July 2019

DeepMTS: Deep Multi-Task Learning for Survival Prediction in Patients With Advanced Nasopharyngeal Carcinoma Using Pretreatment PET/CT

scientific article published in 2022

Fast and Accurate Retinal Identification System: Using Retinal Blood Vasculature Landmarks

Feature covariance matrix-based dynamic hand gesture recognition

article by Linpu Fang et al published 15 September 2018 in Neural Computing and Applications

Graph Sequence Recurrent Neural Network for Vision-based Freezing of Gait Detection

scientific article published on 15 October 2019

Illumination-Guided Video Composition via Gradient Consistency Optimization

scientific article published on 20 May 2019

Illumination-Invariant Video Cut-Out Using Octagon Sensitive Optimization

Image-Aligned Dynamic Liver Reconstruction Using Intra-Operative Field of Views for Minimal Invasive Surgery

scientific article published on 30 November 2018

Image-based biomedical data modeling and parametric imaging

Improving Skin Lesion Segmentation via Stacked Adversarial Learning

IntersectGAN

Knowledge-based Collaborative Deep Learning for Benign-Malignant Lung Nodule Classification on Chest CT

scientific article published on 17 October 2018

Learning Shared and Cluster-Specific Dictionaries for Single Image Super-Resolution

Learning visual relationship and context-aware attention for image captioning

Liver Extraction Using Residual Convolution Neural Networks From Low-Dose CT Images

scientific article published on 21 January 2019

Machine learning in medical imaging

scientific article

Multi-Label classification of multi-modality skin lesion via hyper-connected convolutional neural network

scientific article

Multiple Kernel-Based Discriminant Analysis via Support Vectors for Dimension Reduction

Non-Contact Sleep Stage Detection Using Canonical Correlation Analysis of Respiratory Sound

scientific article published on 11 April 2019

OFF-eNET: An Optimally Fused Fully End-to-End Network for Automatic Dense Volumetric 3D Intracranial Blood Vessels Segmentation

scientific article

Optimizing Contextual Feature Learning for Mitosis Detection with Convolutional Recurrent Neural Networks

Patch Based Video Summarization With Block Sparse Representation

Real-time hand posture recognition using hand geometric features and Fisher Vector

scientific article

Regularized Fuzzy Discriminant Analysis for Hyperspectral Image Classification With Noisy Labels

Retinal Vessel Segmentation Using Minimum Spanning Superpixel Tree Detector

scientific article published on 22 May 2018

Robust video summarization using collaborative representation of adjacent frames

SPST-CNN: Spatial Pyramid Based Searching and Tagging of Liver's Intraoperative Live Views via CNN for Minimal Invasive Surgery

scientific article published on 01 May 2020

Segmenting Neuronal Structure in 3D Optical Microscope Images via Knowledge Distillation with Teacher-Student Network

Stacked Memory Network for Video Summarization

Step-wise integration of deep class-specific learning for dermoscopic image segmentation

article by Lei Bi et al published January 2019 in Pattern Recognition

Survey on Smoothed Particle Hydrodynamics and the Particle Systems

Unsupervised Deep Transfer Feature Learning for Medical Image Classification

Unsupervised Domain Adaptation to Classify Medical Images using Zero-bias Convolutional Auto-encoders and Context-based Feature Augmentation

scientific article published on 03 February 2020

Unsupervised Two-Path Neural Network for Cell Event Detection and Classification Using Spatiotemporal Patterns

scientific article published on 07 December 2018

Video Summarization via Nonlinear Sparse Dictionary Selection

Video summarization via block sparse dictionary selection

article published in 2020

Vision-Based Freezing of Gait Detection With Anatomic Directed Graph Representation

scientific article published on 17 June 2019

VoxRec: Hybrid Convolutional Neural Network for Active 3D Object Recognition

scholarly article by Ahmad Karambakhsh et al published 2020 in IEEE Access

List of works by David Dagan Feng

A Residual based Attention Model for EEG based Sleep Staging

A Spatiotemporal Volumetric Interpolation Network for 4D Dynamic Medical Image

A direct volume rendering visualization approach for serial PET-CT scans that preserves anatomical consistency

A propagation-DNN: Deep combination learning of multi-level features for MR prostate segmentation

A study on multi-kernel intuitionistic fuzzy C-means clustering with multiple attributes

A web-based multidisciplinary team meeting visualisation system

Abnormality detection in retinal image by individualized background learning

Automated Decision Support System for Lung Cancer Detection and Classification via Enhanced RFCN With Multilayer Fusion RPN

Automated Prostate Image Recognition and Segmentation

Biomedical image segmentation for precision radiation oncology

Biomedical image visualization and display technologies

Co-Learning Feature Fusion Maps from PET-CT Images of Lung Cancer

Content-based large-scale medical image retrieval

Convolutional sparse kernel network for unsupervised medical image analysis

Deep Color Guided Coarse-to-Fine Convolutional Network Cascade for Depth Image Super-Resolution

Deep Convolutional Neural Networks for Human Action Recognition Using Depth Maps and Postures

Deep gesture interaction for augmented anatomy learning

Deep multi-modality collaborative learning for distant metastases predication in PET-CT soft-tissue sarcoma studies

DeepMTS: Deep Multi-Task Learning for Survival Prediction in Patients With Advanced Nasopharyngeal Carcinoma Using Pretreatment PET/CT

Fast and Accurate Retinal Identification System: Using Retinal Blood Vasculature Landmarks

Feature covariance matrix-based dynamic hand gesture recognition

Graph Sequence Recurrent Neural Network for Vision-based Freezing of Gait Detection

Illumination-Guided Video Composition via Gradient Consistency Optimization

Illumination-Invariant Video Cut-Out Using Octagon Sensitive Optimization

Image-Aligned Dynamic Liver Reconstruction Using Intra-Operative Field of Views for Minimal Invasive Surgery

Image-based biomedical data modeling and parametric imaging

Improving Skin Lesion Segmentation via Stacked Adversarial Learning

IntersectGAN

Knowledge-based Collaborative Deep Learning for Benign-Malignant Lung Nodule Classification on Chest CT

Learning Shared and Cluster-Specific Dictionaries for Single Image Super-Resolution

Learning visual relationship and context-aware attention for image captioning

Liver Extraction Using Residual Convolution Neural Networks From Low-Dose CT Images

Machine learning in medical imaging

Multi-Label classification of multi-modality skin lesion via hyper-connected convolutional neural network

Multiple Kernel-Based Discriminant Analysis via Support Vectors for Dimension Reduction

Non-Contact Sleep Stage Detection Using Canonical Correlation Analysis of Respiratory Sound

OFF-eNET: An Optimally Fused Fully End-to-End Network for Automatic Dense Volumetric 3D Intracranial Blood Vessels Segmentation

Optimizing Contextual Feature Learning for Mitosis Detection with Convolutional Recurrent Neural Networks

Patch Based Video Summarization With Block Sparse Representation

Real-time hand posture recognition using hand geometric features and Fisher Vector

Regularized Fuzzy Discriminant Analysis for Hyperspectral Image Classification With Noisy Labels

Retinal Vessel Segmentation Using Minimum Spanning Superpixel Tree Detector

Robust video summarization using collaborative representation of adjacent frames

SPST-CNN: Spatial Pyramid Based Searching and Tagging of Liver's Intraoperative Live Views via CNN for Minimal Invasive Surgery

Segmenting Neuronal Structure in 3D Optical Microscope Images via Knowledge Distillation with Teacher-Student Network

Stacked Memory Network for Video Summarization

Step-wise integration of deep class-specific learning for dermoscopic image segmentation

Survey on Smoothed Particle Hydrodynamics and the Particle Systems

Unsupervised Deep Transfer Feature Learning for Medical Image Classification

Unsupervised Domain Adaptation to Classify Medical Images using Zero-bias Convolutional Auto-encoders and Context-based Feature Augmentation

Unsupervised Two-Path Neural Network for Cell Event Detection and Classification Using Spatiotemporal Patterns

Video Summarization via Nonlinear Sparse Dictionary Selection

Video summarization via block sparse dictionary selection

Vision-Based Freezing of Gait Detection With Anatomic Directed Graph Representation

VoxRec: Hybrid Convolutional Neural Network for Active 3D Object Recognition