This dataset is a result of a long-term team science collaboration between computer scientists at Tufts University's School of Engineering and cardiology experts at Tufts Medical Center.
Contact Info
Do you have questions about the dataset or our MLHC 2021 paper?
Please reach out to Mike Hughes : mhughes(AT)cs.tufts.edu
Interdisciplinary Team
Meet our team:
Zhe Huang
Ph.D candidate
Dept. of Comp. Sci.
Tufts University
Zhe has led computationa/experimental efforts throughout this project, developing code for training and evaluating classifiers (both supervised and semi-supervised).
Mary-Joy Sidhom
Undergraduate student
Dept. of Comp. Sci.
Tufts University
Mary-Joy led the creation of our Heart2Heart benchmark assessing cross-hospital generalization of view classifiers on data from UK (Unity) and France (CAMUS).
Gary Long
Chief Technical Officer
CVAI Solutions
Gary led the data deidentification efforts, developed the labeling tools to collect view annotations, and prototyped some classification pipelines
Benjamin Wessler, M.D.
Assistant Professor
School of Medicine
Tufts Medical Center
As director of the Valve Center at Tufts Medical Center, Ben leads the clinical side of this project, including data collection, deidentification, labeling, and evaluation.
Michael C. Hughes, Ph.D.
Assistant Professor
Dept. of Comp. Sci.
Tufts University
Mike is leading the machine learning aspects of this project, including methods development and evaluation.