Domain adaptation in small-scale and heterogeneous biological datasets
Machine-learning models are key to modern biology, yet models trained on one dataset are
often not generalizable to other datasets from different cohorts or laboratories due to both …
often not generalizable to other datasets from different cohorts or laboratories due to both …
Domain shifts in machine learning based Covid-19 diagnosis from blood tests
Many previous studies claim to have developed machine learning models that diagnose
COVID-19 from blood tests. However, we hypothesize that changes in the underlying …
COVID-19 from blood tests. However, we hypothesize that changes in the underlying …