Introducing medical students to deep learning through image labelling: a new approach to meet calls for greater artificial intelligence fluency among medical trainees

by Jared Tschirhart, Amadene Woolsey, Jamila Skinner, Khadija Ahmed, Courtney Fleming, Justin Kim, Chintan Dave, Robert Arntfield
Published 2022-10-01

Enhancing Annotation Efficiency with Machine Learning: Automated Partitioning of a Lung Ultrasound Dataset by View

by Bennett VanBerlo, Delaney Smith, Jared Tschirhart, Blake VanBerlo, Derek Wu, Alex Ford, Joseph McCauley, Benjamin Wu, Rushil Chaudhary, Chintan Dave, Jordan Ho, Jason Deglint, Brian Li, Robert Arntfield
Published 2022-09-01

Automation of Lung Ultrasound Interpretation via Deep Learning for the Classification of Normal versus Abnormal Lung Parenchyma: A Multicenter Study

by Robert Arntfield, Derek Wu, Jared Tschirhart, Blake VanBerlo, Alex Ford, Jordan Ho, Joseph McCauley, Benjamin Wu, Jason Deglint, Rushil Chaudhary, Chintan Dave, Bennett VanBerlo, John Basmaji, Scott Millington
Published 2021-11-01

Improving the Generalizability and Performance of an Ultrasound Deep Learning Model Using Limited Multicenter Data for Lung Sliding Artifact Identification

by Derek Wu, Delaney Smith, Blake VanBerlo, Amir Roshankar, Hoseok Lee, Brian Li, Faraz Ali, Marwan Rahman, John Basmaji, Jared Tschirhart, Alex Ford, Bennett VanBerlo, Ashritha Durvasula, Claire Vannelli, Chintan Dave, Jason Deglint, Jordan Ho, Rushil Chaudhary, Hans Clausdorff, Ross Prager, Scott Millington, Samveg Shah, Brian Buchanan, Robert Arntfield
Published 2024-05-01