Dermatology | Radiology Labelling with dynamics: A data-efficient learning paradigm for medical image segmentation. May 23, 2024
Gastroenterology | Infectious Diseases | Radiology Federated Active Learning for Multicenter Collaborative Disease Diagnosis. April 4, 2023
Neurology | Radiology QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation – Analysis of Ranking Scores and Benchmarking Results. March 31, 2023
Intensive Care Unit | Predictive Medicine Clinical utility of automatic phenotype annotation in unstructured clinical notes: intensive care unit use. November 9, 2022
Clinical Informatics | Medical Informatics | Phenotyping Phenotyping in clinical text with unsupervised numerical reasoning for patient stratification. October 11, 2022
Epidemiology | Machine Learning Digital twins based on bidirectional LSTM and GAN for modelling the COVID-19 pandemic. October 27, 2021
Biomedical Informatics | Oncology XOmiVAE: an interpretable deep learning model for cancer classification using high-dimensional omics data. August 17, 2021
Radiology DAGAN: Deep De-Aliasing Generative Adversarial Networks for Fast Compressed Sensing MRI Reconstruction. May 20, 2019
Deep Learning | Neurology Feature extraction with stacked autoencoders for epileptic seizure detection. December 2, 2018
Neurology | Sleep Medicine Automatic Sleep Stage Scoring Using Time-Frequency Analysis and Stacked Sparse Autoencoders. November 13, 2018
Neurology | Sleep Medicine DeepSleepNet: A Model for Automatic Sleep Stage Scoring Based on Raw Single-Channel EEG. August 9, 2018