| Medical Image Synthesis with Deep Convolutional Adversarial Networks |
57 |
| Enhancing Detection of SSVEPs for a High-Speed Brain Speller Using Task-Related Component Analysis |
54 |
| Deep Residual Learning for Accelerated MRI Using Magnitude and Phase Networks |
46 |
| Joint Segment-Level and Pixel-Wise Losses for Deep Learning Based Retinal Vessel Segmentation |
40 |
| A Brain-Computer Interface Based on Miniature-Event-Related Potentials Induced by Very Small Lateral Visual Stimuli |
37 |
| Transfer Learning: A Riemannian Geometry Framework With Applications to Brain-Computer Interfaces |
36 |
| Heartbeats Based Biometric Random Binary Sequences Generation to Secure Wireless Body Sensor Networks |
32 |
| Microwave Breast Imaging: Clinical Advances and Remaining Challenges |
30 |
| Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification |
21 |
| Focal Onset Seizure Prediction Using Convolutional Networks |
20 |
| Automatic Detection of Retinal Lesions for Screening of Diabetic Retinopathy |
20 |
| Joint Classification and Regression via Deep Multi-Task Multi-Channel Learning for Alzheimer's Disease Diagnosis |
20 |
| Noninvasive Cuffless Blood Pressure Estimation Using Pulse Transit Time and Impedance Plethysmography |
19 |
| Out-of-Plane Rotation Control of Biological Cells With a Robot-Tweezers Manipulation System for Orientation-Based Cell Surgery |
19 |
| Sockets for Limb Prostheses: A Review of Existing Technologies and Open Challenges |
19 |
| Limb Position Tolerant Pattern Recognition for Myoelectric Prosthesis Control with Adaptive Sparse Representations From Extreme Learning |
16 |
| A Radiomics Approach With CNN for Shear-Wave Elastography Breast Tumor Classification |
16 |
| Color Retinal Image Enhancement Based on Luminosity and Contrast Adjustment |
16 |
| Dominant-Current Deep Learning Scheme for Electrical Impedance Tomography |
15 |
| Evaluation of an Integrated System of Wearable Physiological Sensors for Stress Monitoring in Working Environments by Using Biological Markers |
15 |
| Melanoma Recognition in Dermoscopy Images via Aggregated Deep Convolutional Features |
15 |
| Deformable Image Registration Using a Cue-Aware Deep Regression Network |
15 |
| Wearable Devices for Precision Medicine and Health State Monitoring |
15 |
| Electrophysiological Brain Connectivity: Theory and Implementation |
15 |
| Heart Sound Segmentation-An Event Detection Approach Using Deep Recurrent Neural Networks |
14 |
| Feasibility of a Biomechanically-Assistive Garment to Reduce Low Back Loading During Leaning and Lifting |
14 |
| A Three-Dimensional Arrayed Microfluidic Blood-Brain Barrier Model With Integrated Electrical Sensor Array |
13 |
| Ultrasound Image Segmentation: A Deeply Supervised Network With Attention to Boundaries |
13 |
| Rehab-Net: Deep Learning Framework for Arm Movement Classification Using Wearable Sensors for Stroke Rehabilitation |
13 |
| Dry-Contact Electrode Ear-EEG |
13 |
| Localization of Origins of Premature Ventricular Contraction by Means of Convolutional Neural Network From 12-Lead ECG |
13 |
| Surface-Electromyography-Based Gesture Recognition by Multi-View Deep Learning |
13 |
| Riemannian Procrustes Analysis: Transfer Learning for Brain-Computer Interfaces |
12 |
| Event-Triggered Model Predictive Control for Embedded Artificial Pancreas Systems |
12 |
| Near-Field Inductive-Coupling Link to Power a Three-Dimensional Millimeter-Size Antenna for Brain Implantable Medical Devices |
12 |
| Multi-Views Fusion CNN for Left Ventricular Volumes Estimation on Cardiac MR Images |
12 |
| Noninvasive Blood Pressure Estimation Using Ultrasound and Simple Finite Element Models |
12 |
| EEG Based Emotion Recognition by Combining Functional Connectivity Network and Local Activations |
12 |
| Endocardial Energy Harvesting by Electromagnetic Induction |
11 |
| Toward Unobtrusive In-Home Gait Analysis Based on Radar Micro-Doppler Signatures |
11 |
| Type-1 Diabetes Patient Decision Simulator for In Silico Testing Safety and Effectiveness of Insulin Treatments |
11 |
| Automatic Recognition of fMRI-Derived Functional Networks Using 3-D Convolutional Neural Networks |
11 |
| Bio-Physical Modeling, Characterization, and Optimization of Electro-Quasistatic Human Body Communication |
11 |
| Characterization of Conductivity Changes During High-Frequency Irreversible Electroporation for Treatment Planning |
11 |
| A Novel Telemanipulated Robotic Assistant for Surgical Endoscopy: Preclinical Application to ESD |
11 |
| TR-BREATH: Time-Reversal Breathing Rate Estimation and Detection |
11 |
| Real-Time Three-Dimensional Microwave Monitoring of Interstitial Thermal Therapy |
11 |
| Deep-Learning-Based Multi-Modal Fusion for Fast MR Reconstruction |
11 |
| Deep Convolutional Neural Networks for Feature-Less Automatic Classification of Independent Components in Multi-Channel Electrophysiological Brain Recordings |
11 |
| Cascaded Multi-Column RVFL plus Classifier for Single-Modal Neuroimaging-Based Diagnosis of Parkinson's Disease |
10 |
