Visual Studio Magazine

Multi-Class Classification Accuracy by Class Using PyTorch

Dr. James McCaffrey of Microsoft Research: When multi-class data is skewed toward one or more classes, it's very important to analyze accuracy by class. A multi-class classification problem is one ...
Healio

Genomic classifier facilitates accurate IPF diagnoses

Please provide your email address to receive an email when new articles are posted on . Use of the Envisia Genomic Classifier impacted physician decision-making for evaluation of interstitial lung ...
ascopubs.org

DNA Methylation–Based Classifier for Accurate Molecular Diagnosis of Bone Sarcomas

Pediatric sarcomas provide a unique diagnostic challenge. There is considerable morphologic overlap between entities, increasing the importance of molecular studies in the diagnosis, treatment, and ...
News Medical

AI Tool Boosts Diagnosis Accuracy of Ear Infections in Children, Study Finds

In a recent study published in JAMA Pediatrics, researchers developed and validated an automated classifier for diagnosing acute otitis media (AOM) in children. Study: Development and Validation of an ...
Visual Studio Magazine

Multi-Class Classification Using PyTorch: Model Accuracy

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 ...
ascopubs.org

DNA Methylation–Based Classifier for Accurate Molecular Diagnosis of Bone Sarcomas

DNA methylation status of 482,421 CpG sites in 10 Ewing sarcoma, 11 synovial sarcoma, and 15 osteosarcoma samples were determined using the Illumina Infinium HumanMethylation450 array. We developed a ...