Nature

Migraine headache (MH) classification using machine learning methods with data augmentation

Migraine headache, a prevalent and intricate neurovascular disease, presents significant challenges in its clinical identification. Existing techniques that use subjective pain intensity measures are ...
Nature

Automated human cell classification in sparse datasets using few-shot learning

Visual analysis of human cells has long served as a steadfast diagnostic tool for a variety of potential ailments. Examples of these procedures include blood smear tests used for diagnosis of blood ...
Visual Studio Magazine

Binary Classification Using PyTorch, Part 1: New Best Practices

Because machine learning with deep neural techniques has advanced quickly, our resident data scientist updates binary classification techniques and best practices based on experience over the past two ...
Visual Studio Magazine

Binary Classification Using PyTorch: Preparing Data

Binary Classification Using PyTorch: Preparing Data Dr. James McCaffrey of Microsoft Research kicks off a series of four articles that present a complete end-to-end production-quality example of ...