| Deep convolutional neural network for the automated detection and diagnosis of seizure using EEG signals |
203 |
| A novel wavelet sequence based on deep bidirectional LSTM network model for ECG signal classification |
81 |
| Arrhythmia detection using deep convolutional neural network with long duration ECG signals |
79 |
| Automated diagnosis of arrhythmia using combination of CNN and LSTM techniques with variable length heart beats |
77 |
| Application of stacked convolutional and long short-term memory network for accurate identification of CAD ECG signals |
49 |
| A Long Short-Term Memory deep learning network for the prediction of epileptic seizures using EEG signals |
47 |
| Cascaded LSTM recurrent neural network for automated sleep stage classification using single-channel EEG signals |
39 |
| Detecting atrial fibrillation by deep convolutional neural networks |
39 |
| Brain tumor classification using deep CNN features via transfer learning |
35 |
| Survey on deep learning for radiotherapy |
33 |
| Automatic detection and segmentation of brain metastases on multimodal MR images with a deep convolutional neural network |
32 |
| Automated detection of atrial fibrillation using long short-term memory network with RR interval signals |
31 |
| A novel application of deep learning for single-lead ECG classification |
30 |
| Deep learning for identifying radiogenomic associations in breast cancer |
26 |
| Automatic lung nodule detection using a 3D deep convolutional neural network combined with a multi-scale prediction strategy in chest CTs |
26 |
| Deep neural networks for automatic detection of osteoporotic vertebral fractures on CT scans |
21 |
| Augmented and virtual reality in dental medicine: A systematic review |
20 |
| Automated detection of diabetic subject using pre-trained 2D-CNN models with frequency spectrum images extracted from heart rate signals |
19 |
| An accurate sleep stages classification system using a new class of optimally time-frequency localized three-band wavelet filter bank |
19 |
| A study of time-frequency features for CNN-based automatic heart sound classification for pathology detection |
18 |
| Automated beat-wise arrhythmia diagnosis using modified U-net on extended electrocardiographic recordings with heterogeneous arrhythmia types |
17 |
| A novel automated diagnostic system for classification of myocardial infarction ECG signals using an optimal biorthogonal filter bank |
17 |
| Automatic nodule detection for lung cancer in CT images: A review |
17 |
| Automatic recognition of arrhythmia based on principal component analysis network and linear support vector machine |
16 |
| Classification of epileptic EEG recordings using signal transforms and convolutional neural networks |
16 |
| Radiological images and machine learning: Trends, perspectives, and prospects |
16 |
| 3D skeletonization feature based computer-aided detection system for pulmonary nodules in CT datasets |
16 |
| CT image segmentation of bone for medical additive manufacturing using a convolutional neural network |
16 |
| Sleep stage classification using single-channel EOG |
15 |
| Parkinson's disease: Cause factors, measurable indicators, and early diagnosis |
15 |
| Neural network and support vector machine for the prediction of chronic kidney disease: A comparative study |
15 |
| Robust liver vessel extraction using 3D U Net with variant dice loss function |
15 |
| Predicting hospital readmission for lupus patients: An RNN-LSTM-based deep-learning methodology |
15 |
| Deep learning strategy for accurate carotid intima-media thickness measurement: An ultrasound study on Japanese diabetic cohort |
14 |
| Performance evaluation of DWT based sigmoid entropy in time and frequency domains for automated detection of epileptic seizures using SVM classifier |
14 |
| Deep learning based retinal OCT segmentation |
14 |
| Deep transfer learning for characterizing chondrocyte patterns in phase contrast X-Ray computed tomography images of the human patellar cartilage |
13 |
| Performance evaluation of 10-year ultrasound image-based stroke/cardiovascular (CV) risk calculator by comparing against ten conventional CV risk calculators: A diabetic study |
13 |
| A novel end-to-end brain tumor segmentation method using improved fully convolutional networks |
13 |
| Automated localization and segmentation techniques for B-mode ultrasound images: A review |
13 |
| Ranking of stroke and cardiovascular risk factors for an optimal risk calculator design: Logistic regression approach |
12 |
| Machine learning-based coronary artery disease diagnosis: A comprehensive review |
12 |
| Automated detection of sleep apnea using sparse residual entropy features with various dictionaries extracted from heart rate and EDR signals |
11 |
| ECG authentication system design incorporating a convolutional neural network and generalized S-Transformation |
11 |
| Assessing cognitive mental workload via EEG signals and an ensemble deep learning classifier based on denoising autoencoders |
11 |
| Real-time apnea-hypopnea event detection during sleep by convolutional neural networks |
11 |
| Feature selection using regularized neighbourhood component analysis to enhance the classification performance of motor imagery signals |
11 |
| Predicting conversion from MCI to AD by integrating rs-fMRI and structural MRI |
11 |
| Micro finite element analysis of dental implants under different loading conditions |
11 |
| Prognostic model based on image-based time-frequency features and genetic algorithm for fetal hypoxia assessment |
11 |
