People


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's headshot

Zhe Huang

Ph.D candidate
Dept. of Comp. Sci.
Tufts University

[Website]

Zhe has led computationa/experimental efforts throughout this project, developing code for training and evaluating classifiers (both supervised and semi-supervised).

Mary-Joy's headshot

Mary-Joy Sidhom

Undergraduate student
Dept. of Comp. Sci.
Tufts University

[Website]

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's headshot

Gary Long

Chief Technical Officer
CVAI Solutions

[Website]

Gary led the data deidentification efforts, developed the labeling tools to collect view annotations, and prototyped some classification pipelines

Benjamin Wessler's Headshot

Benjamin Wessler, M.D.

Assistant Professor
School of Medicine
Tufts Medical Center

[Website]

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.

Mike Hughes' headshot

Michael C. Hughes, Ph.D.

Assistant Professor
Dept. of Comp. Sci.
Tufts University

[Website]

Mike is leading the machine learning aspects of this project, including methods development and evaluation.