
Beyond PD-L1: How the I3LUNG Consortium Validated Multimodal AI in 2,365 Advanced Lung Cancer Patients
Dr. Dereck Mush, MD, MBAUtilizes artificial intelligence to analyze vocal biomarkers for identifying signs of depression and anxiety.
Ellipsis Health develops machine learning software that analyzes brief voice recordings to assess patients for depression and anxiety. Used by health systems and payers, the diagnostic tool measures clinical symptom severity in real time, helping providers monitor mental health conditions continuously.
Notable investors: SJF Ventures, Greycroft, Luminate Health.

Dr. Dereck Mush, MD, MBA
Dr. Dereck Mush, MD, MBA
Dr. Dereck Mush, MD, MBA
Dr. Dereck Mush, MD, MBA