Neurology | Neuroscience | Psychiatry Prediction of treatment response in major depressive disorder using a hybrid of convolutional recurrent deep neural networks and effective connectivity based on EEG signal. February 15, 2024
Artificial Intelligence | Cardiology | Medical Imaging A Q-transform-based deep learning model for the classification of atrial fibrillation types. February 14, 2024
Gastroenterology | Radiology ColonGen: an efficient polyp segmentation system for generalization improvement using a new comprehensive dataset. January 15, 2024
Medical Physics | Radiation Oncology Inter-fractional portability of deep learning models for lung target tracking on cine imaging acquired in MRI-guided radiotherapy. January 10, 2024
Pediatrics | Radiology A deep learning feature extraction-based hybrid approach for detecting pediatric pneumonia in chest X-ray images. November 22, 2023
Biomedical Engineering | Cardiology | Sleep Medicine Wavelet transform and deep learning-based obstructive sleep apnea detection from single-lead ECG signals. November 20, 2023
Medical Imaging | Radiation Oncology Condition control training-based ConVMLP-ResU-Net for semantic segmentation of esophageal cancer in F-FDG PET/CT images. November 1, 2023
Medical Imaging | Oncology | Radiology A position-adaptive noise-reduction method using a deep denoising filter bank for dedicated breast positron emission tomography images. October 23, 2023
Cardiology Blood pressure estimation and classification using a reference signal-less photoplethysmography signal: a deep learning framework. September 25, 2023
Radiology Physical characteristics of deep learning-based image processing software in computed tomography: a phantom study. September 19, 2023
Radiology Three-dimensional CT imaging in extensor tendons using deep learning reconstruction: optimal reconstruction parameters and the influence of dose. September 18, 2023
Interventional Radiology | Medical Imaging Generation of fluoroscopy-alike radiographs as alternative datasets for deep learning in interventional radiology. September 11, 2023