Nature

A stacking ensemble machine learning model to predict alpha-1 antitrypsin deficiency-associated liver disease clinical outcomes based on UK Biobank data

Alpha-1 antitrypsin deficiency associated liver disease (AATD-LD) is a rare genetic disorder and not well-recognized. Predicting the clinical outcomes of AATD-LD and defining patients more likely to ...
Nature

A stacking ensemble classifier-based machine learning model for classifying pollution sources on photovoltaic panels

Solar energy is a very efficient alternative for generating clean electric energy. However, pollution on the surface of solar panels reduces solar radiation, increases surface transmittance, and ...
ascopubs.org

Advanced ensemble stacking model employing cfDNA fragmentation for early detection of esophageal and gastric cancer.

Neoadjuvant immunochemotherapy for locally advanced esophageal squamous cell carcinoma: Pooled results analysis from two prospective single-arm phase 2 trials. This is an ASCO Meeting Abstract from ...