Cardiothoracic Imaging and Natural Language Processing Laboratory
Welcome to the Sohn lab!
Our lab specializes in using modern data science and advanced computing techniques to improve the practice of cardiothoracic imaging.
We study various imaging modalities, including radiographs, CTs, and MRIs of the heart and lungs. We explore all clinical topics in cardiothoracic imaging, but we are especially interested in lung nodules/cancers, emphysema, and interstitial lung disease. Furthermore, our lab's additional focus is on improving ways in which radiologists communicate with referring clinicians and patients. We have conducted both technical and clinical validation work on radiological reporting with the assistance of modern natural language processing techniques such as large language models.
We are, by design, a highly collaborative and multidisciplinary team, very well connected with other radiologists, clinicians, imaging scientists, and machine learning engineers around the country and the world. Thank you for visiting our website and please reach out with any questions!
Best,
Jae Ho Sohn, MD, MS