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researcher

A. Loukianov

2 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • stat.ML1
same name
  • A. Loukianov — 6 papers

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedModeling Disease Progression in Mild Cognitive Impairment and Alzheimer's Disease with Digital Twins

10 citations · 10 across the 1 of their papers we have counts for

collaborators

3 papers

cs.LG2024★ 4 cited

Digital Twin Generators for Disease Modeling

Nameyeh Alam, Jake Basilico, Daniele Bertolini +21

A patient's digital twin is a computational model that describes the evolution of their health over time. Digital twins have the potential to revolutionize medicine by enabling ind…

cs.LG2020★ 10 cited

Modeling Disease Progression in Mild Cognitive Impairment and Alzheimer's Disease with Digital Twins

Daniele Bertolini, Anton D. Loukianov, Aaron M. Smith +4

Alzheimer's Disease (AD) is a neurodegenerative disease that affects subjects in a broad range of severity and is assessed in clinical trials with multiple cognitive and functional…

stat.ML2020

Generating Digital Twins with Multiple Sclerosis Using Probabilistic Neural Networks

Jonathan R. Walsh, Aaron M. Smith, Yannick Pouliot +3

Multiple Sclerosis (MS) is a neurodegenerative disorder characterized by a complex set of clinical assessments. We use an unsupervised machine learning model called a Conditional R…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.