Concepedia

Sasha Collin

SC

Statistics

Publications

5

Citations

94

H-Index

5

Active since

2021

Affiliations

Harvard University(Current)

Quantitative BioSciences

Sasha Collin is an author at Harvard University specializing in aging, medicine, and machine learning.

ORCID

Publications per year

2021–2023

5

Publications

5

Using deep learning to predict abdominal age from liver and pancreas magnetic resonance images

Alan Le Goallec, Samuel Diai, Sasha Collin et al. · Nature Communications · 2022 · 43 citations · Full text

, , +17

Analyzing the multidimensionality of biological aging with the tools of deep learning across diverse image-based and physiological indicators yields robust age predictors

Alan Le Goallec, Sasha Collin, Samuel Diai et al. · medRxiv · 2021 · 14 citations · Full text

, , +14

Machine learning approaches to predict age from accelerometer records of physical activity at biobank scale

Alan Le Goallec, Sasha Collin, M’Hamed Jabri et al. · PLOS Digital Health · 2023 · 13 citations · Full text

, , +17

Dissecting heart age using cardiac magnetic resonance videos, electrocardiograms, biobanks, and deep learning

Alan Le Goallec, Jean-Baptiste Prost, Sasha Collin et al. · medRxiv · 2021 · 12 citations · Full text

, , +16

Deep learning of fundus and optical coherence tomography images enables identification of diverse genetic and environmental factors associated with eye aging

Alan Le Goallec, Samuel Diai, Sasha Collin et al. · medRxiv · 2021 · 12 citations · Full text

, , +13

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