Pathology Bias reduction using combined stain normalization and augmentation for AI-based classification of histological images. February 22, 2024
Artificial Intelligence | Ophthalmology Development of a generative deep learning model to improve epiretinal membrane detection in fundus photography. January 25, 2024
Chemistry | National Defense | Pharmacy Reconstructing Randomly Masked Spectra Helps DNNs Identify Discriminant Wavenumbers. December 27, 2023
Cardiology | Radiology Reducing segmentation failures in cardiac MRI via late feature fusion and GAN-based augmentation. May 20, 2023
Cardiology | Radiology STAMP: A Self-training Student-Teacher Augmentation-Driven Meta Pseudo-Labeling Framework for 3D Cardiac MRI Image Segmentation. May 1, 2023
Dermatology | Radiology Analysis of facial ultrasonography images based on deep learning. October 1, 2022
Cardiology | Radiology Coronary Artery Extraction from CT Coronary Angiography with Augmentation on Partially Labelled Data. December 11, 2021
Computer Vision | Deep Learning | Radiology TorchIO: A Python library for efficient loading, preprocessing, augmentation and patch-based sampling of medical images in deep learning. July 26, 2021
Biosignal Processing | Healthcare Augmentation in Healthcare: Augmented Biosignal Using Deep Learning and Tensor Representation. February 12, 2021
Other Real-Time Monitoring for Hydraulic States Based on Convolutional Bidirectional LSTM with Attention Mechanism. December 16, 2020
Other Sketch Augmentation-driven Shape Retrieval Learning Framework Based on Convolutional Neural Networks. February 24, 2020