


Lirio partners with Vanderbilt Medical Center to transform healthcare chatbots – and patient trust in them
Patients checking their symptoms.Payers answering questions about plan coverage.Providers prompting patients to complete intake forms via automated reminder. AI chatbots in healthcare offer up a lot of answers. But, they also beg a lot of questions — namely around...
8 Key Questions to Ask When Operationalizing Research
In 2023, return on investment and clinical validation of a technology’s platform will be greatest indicators of a digital health company’s success (GSR Ventures, 2023). Recent efforts to examine clinical robustness in digital health companies find that many have in...
Leveraging Behavioral Reinforcement Learning to Promote Mammograms
Breast cancer represented almost 12% of all cancer cases worldwide in 2020, and a quarter of cancer diagnoses in women. Yet, despite recommendations that all women age 40 and over have an annual mammogram (starting even younger for women with family or personal risk...
Lirio Research: A Novel Policy Comparison Metric for Reinforcement Learning
Lirio’s Behavioral Reinforcement Learning Lab (BReLL) recently published a paper describing a new approach, the Limited Data Estimator, for comparing reinforcement learning policies using limited historical data.