BMJ Open

Haemoglobinopathies and health disparities: findings of a large-scale sample survey among indigenous populations in Odisha, India

Objectives To estimate the prevalence of sickle cell trait, sickle cell disease, beta-thalassaemia minor and ...
Journal of Medical Internet Research

Sample Size Requirements for Popular Classification Algorithms in Tabular Clinical Data: Empirical Study

For all 4 algorithms, more balanced classes (multiplier: 0.93-0.96 for a 1% increase in minority class proportion) were associated with decreased sample size. Other characteristics varied in ...
IEEE

Out-of-Distribution Detection by Cross-Class Vicinity Distribution of In-Distribution Data

Abstract: Deep neural networks for image classification only learn to map in-distribution inputs to their corresponding ground-truth labels in training without differentiating out-of-distribution ...
IEEE

Sample crushing, sieving, metering, and Distribution System

Abstract: This paper describes development and testing of the Precision Sample Metering and Distribution System (PSMDS), an automated system for crushing, sieving, metering, and distributing of ...