BIOENGINEER

Head-to-Head Test Shows Deep Learning Beats Classic Models Only on Breast Cancer Images

An independent evaluation in PLOS Digital Health finds that deep learning models excel at breast cancer detection from ...
techtarget

Compare Google Vertex AI vs. Amazon SageMaker vs. Azure ML

Each major public cloud provider offers a machine learning platform: Amazon SageMaker from AWS, Azure Machine Learning from Microsoft and Vertex AI from Google Cloud. These platforms share core ...
BIOENGINEER

Stop trusting single accuracy scores: why ML models need distributional evaluation

A large-scale study argues that machine learning performance should be reported as distributions with confidence intervals on ...
International Monetary Fund

GDP Nowcasting Performance of Traditional Econometric Models vs Machine-Learning Algorithms: Simulation and Case Studies

Are Machine Learning (ML) algorithms superior to traditional econometric models for GDP nowcasting in a time series setting? Based on our evaluation of all models from both classes ever used in ...

Organizing AI, Machine Learning, and Deep Learning through Familiar Tasks

AI, machine learning, and deep learning. You see these terms repeatedly in introductory materials, yet you might stumble when ...
Psychiatry Advisor

Speech-Based Machine Learning May Improve Depression Screening in Adolescents

A machine learning model combining acoustic speech features with PHQ-9 responses improved depression screening accuracy in adolescents.