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researcher

V. Venkatraghavan

3 papers hereh-index 12843 citations40 works total

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

author position
  • first author2

Across the 2 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.CV1

identity via Semantic Scholar / OpenAlex

activity
20172020
most citedEvent-Based Modeling with High-Dimensional Imaging Biomarkers for Estimating Spatial Progression of Dementia

3 citations · 4 across the 3 of their papers we have counts for

collaborators

3 papers

cs.LG2020

Analyzing the effect of APOE on Alzheimer's disease progression using an event-based model for stratified populations

Vikram Venkatraghavan, Stefan Klein, Lana Fani +5

Alzheimer's disease (AD) is the most common form of dementia and is phenotypically heterogeneous. APOE is a triallelic gene which correlates with phenotypic heterogeneity in AD. In…

cs.LG2019★ 3 cited

Event-Based Modeling with High-Dimensional Imaging Biomarkers for Estimating Spatial Progression of Dementia

Vikram Venkatraghavan, Florian Dubost, Esther E. Bron +3

Event-based models (EBM) are a class of disease progression models that can be used to estimate temporal ordering of neuropathological changes from cross-sectional data. Current EB…

cs.CV2017★ 1 cited

A Discriminative Event Based Model for Alzheimer's Disease Progression Modeling

Vikram Venkatraghavan, Esther Bron, Wiro Niessen +1

The event-based model (EBM) for data-driven disease progression modeling estimates the sequence in which biomarkers for a disease become abnormal. This helps in understanding the d…

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