Fetching the paper…
Reading the bibliography…
Deep learning has the potential to automate echocardiogram analysis for early detection of heart disease.
The progression of hypertensive heart disease
Drazner, M. H · 2011
Earlier work this paper cites.
Very deep convolutional networks for large-scale image recognition
Simonyan, K. and Zisserman, A · 2014
Earlier work this paper cites.
U-net: Convolutional networks for biomedical image segmentation
Ronneberger, O., Fischer, P., and Brox, T · 2015
Earlier work this paper cites.
Deep learning for cardiac computer-aided diagnosis: benefits, issues & solutions
Loh, B. C. and Then, P. H · 2017
Earlier work this paper cites.
Deep learning in cardiology
Bizopoulos, P. and Koutsouris, D · 2018
Cited alongside, same era.
Salmanticor study. rationale and design of a population-based study to identify structural heart disease abnormalities: a spatial and machine learning analysis
Melero-Alegria, J. I., Cascon, M., Romero, A., Vara, P. P., Barreiro-Perez, M., Vicente-Palacios, V., Perez-Escanilla, F., Hernandez-Hernandez, J., Garde, B., Cascon, S., Martin-Garcia, A., Diaz-Pelaez, E., de Dios, J. M., Uribarri, A., Jimenez-Candil, J., Cruz-Gonzalez, I., Blazquez, B., Hernandez, J. M., Sanchez-Pablo, C., Santolino, I., Ledesma, M. C., Muriel, P., Dorado-Diaz, P. I., and Sanchez, P. L · 2018
Cited alongside, same era.
Fully automated echocardiogram interpretation in clinical practice: feasibility and diagnostic accuracy
Zhang, J., Gajjala, S., Agrawal, P., Tison, G. H., Hallock, L. A., Beussink-Nelson, L., Lassen, M. H., Fan, E., Aras, M. A., Jordan, C., et al · 2018
Cited alongside, same era.
Ideo design kit. [online]
IDEO · 2020
Closest in time.
Video-based ai for beat-to-beat assessment of cardiac function
Ouyang, D., He, B., Ghorbani, A., Yuan, N., Ebinger, J., Langlotz, C. P., Heidenreich, P. A., Harrington, R. A., Liang, D. H., Ashley, E. A., et al · 2020
Closest in time.
Cardiovascular diseases (cvds). [online]
WHO · 2020
Closest in time.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…