BIOENGINEER

AI Reads Retinal Scans With Frequency and Topology Awareness for Sharper OCT Diagnosis

A new explainable transformer that combines frequency-domain analysis and topology-aware structural modeling achieves 97.86 ...
Visual Studio Magazine

Multi-Class Classification Using PyTorch: Training

Dr. James McCaffrey of Microsoft Research continues his four-part series on multi-class classification, designed to predict a value that can be one of three or more possible discrete values, by ...
Visual Studio Magazine

Multi-Class Classification Using PyTorch: Defining a Network

Multi-Class Classification Using PyTorch: Defining a Network Dr. James McCaffrey of Microsoft Research explains how to define a network in installment No. 2 of his four-part series that will present a ...
BIOENGINEER

Small Language Models Turn Web Search Into Features for Tabular Data Classification

Researchers in Türkiye used small language models and retrieval-augmented web search to generate new features for tabular ...
ascopubs.org

Natural Language Processing Approaches for Automated Multilevel and Multiclass Classification of Breast Lesions on Free-Text Cytopathology Reports

The extensive growth and use of electronic health records (EHRs) and extending medical literature have led to huge opportunities to automate the extraction of relevant clinical information that helps ...