Welcome to the Sohn lab! 

We bring emerging AI and engineering advances to patient care safely and effectively, with a focus on cardiothoracic imaging and on how radiology communicates with clinicians and patients.

Most promising AI never makes it into routine care, and much of what does is never monitored once it’s there. Our lab works on that gap. We build and pilot AI systems designed for real clinical workflows, evaluate their impact on accuracy, efficiency, and patient safety, and continuously monitor them after deployment so they stay reliable over time. Our work is grounded in daily clinical practice in cardiac and pulmonary imaging, including lung cancer, interstitial lung disease, and pulmonary embolism.

We are collaborative by design. Based at UCSF and closely allied with UC Berkeley, our team brings together radiologists, imaging scientists, machine learning engineers, and industry partners to move innovations from the lab to the patient bedside.

Thank you for visiting. Please reach out if you’d like to connect!

Best,
Jae Ho Sohn, MD, MS