Chemical Engineering | Chemistry | Machine Learning Unsupervised manifold embedding to encode molecular quantum information for supervised learning of chemical data. June 11, 2024
Health Informatics | Machine Learning | Obstetrics An innovative supervised longitudinal learning procedure of recurrent neural networks with temporal data augmentation: Insights from predicting fetal macrosomia and large-for-gestational age. May 31, 2024
Bioinformatics | Metabolomics A cautionary tale about properly vetting datasets used in supervised learning predicting metabolic pathway involvement. May 2, 2024
Medical Imaging | Radiology Uncertain prediction of deformable image registration on lung CT using multi-category features and supervised learning. April 24, 2024
Pathology Exceeding the limit for microscopic image translation with a deep learning-based unified framework. April 11, 2024
Machine Learning | Optics | Photonics Hybrid supervised and reinforcement learning for the design and optimization of nanophotonic structures. April 4, 2024
Clinical Informatics | Medical Informatics Word sense disambiguation of acronyms in clinical narratives. March 14, 2024
Cardiology Detecting Heart Disease from Multi-View Ultrasound Images via Supervised Attention Multiple Instance Learning. March 11, 2024
Pharmacology A low-cost machine learning framework for predicting drug-drug interactions based on fusion of multiple features and a parameter self-tuning strategy. February 2, 2024
Computer Science | Engineering | Physics Physics-based supervised learning method for high dynamic range 3D measurement with high fidelity. February 1, 2024
Environmental Health | Public Health Uncovering local aggregated air quality index with smartphone captured images leveraging efficient deep convolutional neural network. January 18, 2024