| Deep EHR: A Survey of Recent Advances in Deep Learning Techniques for Electronic Health Record (EHR) Analysis |
96 |
| Automated Breast Ultrasound Lesions Detection Using Convolutional Neural Networks |
70 |
| Multimodal Neuroimaging Feature Learning With Multimodal Stacked Deep Polynomial Networks for Diagnosis of Alzheimer's Disease |
43 |
| A Three-Stage Deep Learning Model for Accurate Retinal Vessel Segmentation |
36 |
| Sparse Group Representation Model for Motor Imagery EEG Classification |
33 |
| DREAMER: A Database for Emotion Recognition Through EEG and ECG Signals From Wireless Low-cost Off-the-Shelf Devices |
33 |
| An Automatic Detection System of Lung Nodule Based on Multigroup Patch-Based Deep Learning Network |
31 |
| Design o Secure and Lightweight Authentication Protocol for Wearable Devices Environment |
31 |
| A Novel Authentication and Key Agreement Scheme for Implantable Medical Devices Deployment |
29 |
| Multiscaled Fusion o Deep Convolutional Neural Networks for Screening Atrial Fibrillation From Single Lead Short ECG Recordings |
29 |
| Anatomical Landmark Based Deep Feature Representation for MR Images in Brain Disease Diagnosis |
24 |
| Knowledge-Aided Convolutional Neural Network for Small Organ Segmentation |
22 |
| Epileptic Seizure Classification of EEGs Using Time-Frequency Analysis Based Multiscale Radial Basis Functions |
21 |
| Multiscale Rotation-Invariant Convolutional Neural Networks for Lung Texture Classification |
21 |
| Classification of Medical Images in the Biomedical Literature by Jointly Using Deep and Handcrafted Visual Features |
20 |
| Towards End-to-End ECG Classification With Raw Signal Extraction and Deep Neural Networks |
20 |
| Deep Learning for Fall Detection: Three-Dimensional CNN Combined With LSTM on Video Kinematic Data |
19 |
| Improving Dermoscopic Image Segmentation With Enhanced Convolutional-Deconvolutional Networks |
18 |
| A Review of Obstructive Sleep Apnea Detection Approaches |
18 |
| Mobile Stride Length Estimation With Deep Convolutional Neural Networks |
17 |
| Real-Time Multilead Convolutional Neural Network for Myocardial Infarction Detection |
17 |
| IMU-Based Classification of Parkinson's Disease From Gait: A Sensitivity Analysis on Sensor Location and Feature Selection |
17 |
| Robust Segmentation of Intima-Media Borders With Different Morphologies and Dynamics During the Cardiac Cycle |
16 |
| Deep Learning and Handcrafted Method Fusion: Higher Diagnostic Accuracy for Melanoma Dermoscopy Images |
16 |
| Physical Activity Recognition Using Posterior-Adapted Class-Based Fusion of Multiaccelerometer Data |
16 |
| Semantic Segmenation of Pathological Lung Tissue With Dilated Fully Convolutional Networks |
16 |
| Quantitative Assessment for Self-Tracking of Acute Stress Based on Triangulation Principle in a Wearable Sensor System |
15 |
| A Survey of Feature Extraction in Dermoscopy Image Analysis of Skin Cancer |
15 |
| Convolutional Neural Network With Shape Prior Applied to Cardiac MRI Segmentation |
15 |
| MR Image Super-Resolution via Wide Residual Networks With Fixed Skip Connection |
15 |
| IoT-Based Remote Pain Monitoring System: From Device to Cloud Platform |
15 |
| Multitask Cascade Convolution Neural Networks for Automatic Thyroid Nodule Detection and Recognition |
14 |
| Ensemble Empirical Mode Decomposition With Principal Component Analysis: A Novel Approach for Extracting Respiratory Rate and Heart Rate From Photoplethysmographic Signal |
14 |
| Automated ECG Noise Detection and Classification System for Unsupervised Healthcare Monitoring |
14 |
| Dense Deconvolutional Network for Skin Lesion Segmentation |
13 |
| Unobtrusive Activity Recognition of Elderly People Living Alone Using Anonymous Binary Sensors and DCNN |
13 |
| A Multi-View Deep Learning Framework for EEG Seizure Detection |
13 |
| Automatic Recognition of Activities of Daily Living Utilizing Insole-Based and Wrist-Worn Wearable Sensors |
13 |
| Segmentation of Intra-Retinal Cysts From Optical Coherence Tomography Images Using a Fully Convolutional Neural Network Model |
13 |
| Efficient Brain Tumor Segmentation With Multiscale Two-Pathway-Group Conventional Neural Networks |
13 |
| Deep Belief Networks for Electroencephalography: A Review of Recent Contributions and Future Outlooks |
13 |
| Extending 2-D Convolutional Neural Networks to 3-D for Advancing Deep Learning Cancer Classification With Application to MRI Liver Tumor Differentiation |
13 |
| Automatic Detection of Obstructive Sleep Apnea Using Wavelet Transform and Entropy-Based Features From Single-Lead ECG Signal |
13 |
| Ultrasound-Based Sensing Models for Finger Motion Classification |
13 |
| Identification of Drug-Side Effect Association via Semisupervised Model and Multiple Kernel Learning |
12 |
| Dermoscopy Image Analysis: Overview and Future Directions |
12 |
| Active Contours Based Segmentation and Lesion Periphery Analysis for Characterization of Skin Lesions in Dermoscopy Images |
11 |
| Heartbeat Classification Using Abstract Features From the Abductive Interpretation of the ECG |
11 |
| Monitoring Chewing and Eating in Free-Living Using Smart Eyeglasses |
11 |
| Combined Seismo- and Gyro-Cardiography: A More Comprehensive Evaluation of Heart-Induced Chest Vibrations |
10 |
