LLM (Local Level Machine Learning) and M-LLM (Multi-Local Level Machine Learning) are artificial intelligence techniques we harness to craft tailored solutions for your unique requirements. Thinking it’s time to leverage AI for your enterprise, yet uncertain where to start? Burndown Studio is here to guide you. The custom applications we develop, powered by LLM and […]
Project Title: Federated Learning as a step forward in digital pathology: a multi-centric pipeline and a quality assurance (QA) platform to support diagnosis of prostate cancer, in WSI of core needle biopsies, to evaluate artificial intelligence systems (CAD and QC tools). Histopathological diagnosis, the gold standard for detecting prostate cancer in biopsies, is time consuming […]
Federated learning (FL) is an approach to machine learning (ML) where model training data is not stored in a central location and computation is distributed, enabling secure and privacy-preserving multi-party collaboration. FL can be used in healthcare to rapidly and securely develop new ML models from heterogeneous data sets and diverse sources, all while avoiding […]