Neurology | Pediatrics | Radiology Unsupervised MRI Homogenization: Application to Pediatric Anterior Visual Pathway Segmentation. July 30, 2021
Bioinformatics | Computational Biology | Proteomics Addressing data imbalance problems in ligand-binding site prediction using a variational autoencoder and a convolutional neural network. July 29, 2021
Respiratory Medicine A novel automatic cough frequency monitoring system combining a triaxial accelerometer and a stretchable strain sensor. May 12, 2021
Bioinformatics | Computational Biology | Genomics VEHiCLE: a Variationally Encoded Hi-C Loss Enhancement algorithm for improving and generating Hi-C data. April 24, 2021
Bioinformatics | Machine Learning | Statistics EPS: Automated Feature Selection in Case-Control Studies using Extreme Pseudo-Sampling. March 28, 2021
Data Science | Endocrinology Diabetes detection using deep learning techniques with oversampling and feature augmentation. February 25, 2021
Cheminformatics | Machine Learning | Pharmaceutical Sciences Generative chemistry: drug discovery with deep learning generative models. February 5, 2021
Chemical Engineering Supervised and semi-supervised probabilistic learning with deep neural networks for concurrent process-quality monitoring. January 14, 2021
Cardiology | Emergency Medicine Artificial intelligence algorithm for detecting myocardial infarction using six-lead electrocardiography. November 25, 2020
Biomedical Engineering | Infectious Disease | Microbiology Deep Learning Analysis of Vibrational Spectra of Bacterial Lysate for Rapid Antimicrobial Susceptibility Testing. October 23, 2020