The American Journal of Managed Care

Validation of a Claims-Based Algorithm to Characterize Episodes of Care

The Michigan Value Collaborative has created a claims-based algorithm that categorizes claims into episode components. This manuscript describes the validation of this algorithm. Objectives: Although ...
Visual Studio Magazine

Understanding and Using K-Fold Cross-Validation for Neural Networks

James McCaffrey walks you through whys and hows of using k-fold cross-validation to gauge the quality of your neural network values. Cross-validation is a process that can be used to estimate the ...
ascopubs.org

Development and Validation of a Natural Language Processing Algorithm for Extracting Clinical and Pathological Features of Breast Cancer From Pathology Reports

Deep-Transfer-Learning–Based Natural Language Processing of Serial Free-Text Computed Tomography Reports for Predicting Survival of Patients With Pancreatic Cancer The first approach led to a ...
Insurancenewsnet.com

Reports Summarize Managed Care Findings from Greg Barabell and Co-Authors (Development and Validation of an Algorithm to Identify Prenatal Care in Administrative Data ...

2025 NOV 10 (NewsRx) -- By a News Reporter-Staff News Editor at Insurance Daily News-- Current study results on Managed Care have been published. According to news reporting out of Charleston, South ...
ascopubs.org

Analytical Validation of a Deep Neural Network Algorithm for the Detection of Ovarian Cancer

Early detection of ovarian cancer, the deadliest gynecologic cancer, is crucial for reducing mortality. Current noninvasive risk assessment measures include protein biomarkers in combination with ...