Concepedia

Melanie F. Pradier

MF

9

Publications

518

Citations

9

H-Index

2017

Active since

Affiliations

Harvard University(Current)

Massachusetts General Hospital

Tufts University

Lemuel Shattuck Hospital

Melanie F. Pradier is an author at Harvard University specializing in computer science, data science, and machine learning.

Top concepts

Publications per year

2017–2021

9

Publications

9

How machine-learning recommendations influence clinician treatment selections: the example of antidepressant selection

Maia Jacobs, Melanie F. Pradier, Thomas H. McCoy et al. · Translational Psychiatry · 2021 · 215 citations · Full text

Designing AI for Trust and Collaboration in Time-Constrained Medical Decisions: A Sociotechnical Lens

Maia Jacobs, Jeffrey He, Melanie F. Pradier et al. · 2021 · 143 citations · Full text

Economic complexity unfolded: Interpretable model for the productive structure of economies

Zoran Utkovski, Melanie F. Pradier, Viktor Stojkoski et al. · PLoS ONE · 2018 · 37 citations · Full text

Predicting treatment dropout after antidepressant initiation

Melanie F. Pradier, Thomas H. McCoy, Michael C. Hughes et al. · Translational Psychiatry · 2020 · 34 citations · Full text

Predicting change in diagnosis from major depression to bipolar disorder after antidepressant initiation

Melanie F. Pradier, Michael C. Hughes, Thomas H. McCoy et al. · Neuropsychopharmacology · 2020 · 29 citations · Full text

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