7 citations · 9 across the 2 of their papers we have counts for
3 papers
On the explainability of hospitalization prediction on a large COVID-19 patient dataset
Ivan Girardi, Panagiotis Vagenas, Dario Arcos-Díaz +8
We develop various AI models to predict hospitalization on a large (over 110) cohort of COVID-19 positive-tested US patients, sourced from March 2020 to February 2021. Models ra…
Artificial Intelligence Decision Support for Medical Triage
Chiara Marchiori, Douglas Dykeman, Ivan Girardi +6
Applying state-of-the-art machine learning and natural language processing on approximately one million of teleconsultation records, we developed a triage system, now certified and…
Patient Risk Assessment and Warning Symptom Detection Using Deep Attention-Based Neural Networks
Ivan Girardi, Pengfei Ji, An-phi Nguyen +5
We present an operational component of a real-world patient triage system. Given a specific patient presentation, the system is able to assess the level of medical urgency and issu…