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Author Details
Full Name
Madalina Fiterau
Affiliation
College of Information & Computer Sciences at University of Massachusetts Amherst
ORCID
Career Start Year
2013
Papers
10
H Index
5
Expertise
CM4AI Collaborator
PMID
Paper Title
Journal Title
Published Year
35132965
Computational estimates of annular diameter reveal genetic determinants of mitral valve function and disease.
JCI Insight
2022
33125279
Cardiac Imaging of Aortic Valve Area From 34 287 UK Biobank Participants Reveals Novel Genetic Associations and Shared Genetic Comorbidity With Multiple Disease Phenotypes.
Circ Genom Precis Med
2020
31308376
Weakly supervised classification of aortic valve malformations using unlabeled cardiac MRI sequences.
Nat Commun
2019
31651969
Trends and Focus of Machine Learning Applications for Health Research.
JAMA Netw Open
2019
30279002
Machine learning in human movement biomechanics: Best practices, common pitfalls, and new opportunities.
J Biomech
2018
30596771
Potential corner case cautions regarding publicly available implementations of the National Cancer Institute's nonwear/wear classification algorithm for accelerometer data.
PLoS One
2018
30882086
ShortFuse: Biomedical Time Series Representations in the Presence of Structured Information.
Proc Mach Learn Res
2017
26992068
Using Supervised Machine Learning to Classify Real Alerts and Artifact in Online Multisignal Vital Sign Monitoring Data.
Crit Care Med
2016
25221381
Automatic Identification of Artifacts in Monitoring Critically Ill Patients.
Intensive Care Med
2013
25506121
Artifact Patterns in Continuous Noninvasive Monitoring of Patients.
Intensive Care Med
2013
1 - 10 of 10
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